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📚 Mistral 7B foundation models from Mistral AI are now available in Amazon SageMaker JumpStart
Today, we are excited to announce that the Mistral 7B foundation models, developed by Mistral AI, are available for customers through Amazon SageMaker...
📚 AI language models could help diagnose schizophrenia
Scientists have developed new tools, based on AI language models, that can characterize subtle signatures in the speech of patients diagnosed with...
📚 Automated Mentoring with ChatGPT
Ethan and Lilach Mollick’s paper Assigning AI: Seven Approaches for Students with Prompts explores seven ways to use AI in teaching. (While this paper is...
📚 Reinventing a cloud-native federated learning architecture on AWS
In this blog, you will learn to build a cloud-native FL architecture on AWS. By using infrastructure as code (IaC) tools on AWS, you can deploy FL...
📚 Whisper models for automatic speech recognition now available in Amazon SageMaker JumpStart
Today, we’re excited to announce that the OpenAI Whisper foundation model is available for customers using Amazon SageMaker JumpStart. Whisper is a...
📚 New – No-code generative AI capabilities now available in Amazon SageMaker Canvas
Launched in 2021, Amazon SageMaker Canvas is a visual, point-and-click service that allows business analysts and citizen data scientists to use ready-to-use...
📚 Index your web crawled content using the new Web Crawler for Amazon Kendra
In this post, we show how to index information stored in websites and use the intelligent search in Amazon Kendra to search for answers from content stored in...
📚 Improve performance of Falcon models with Amazon SageMaker
What is the optimal framework and configuration for hosting large language models (LLMs) for text-generating generative AI applications? Despite the abundance...
📚 New cyber algorithm shuts down malicious robotic attack
Researchers have designed an algorithm that can intercept a man-in-the-middle (MitM) cyberattack on an unmanned military robot and shut it down in...
📚 Rethinking the Role of PPO in RLHF
Rethinking the Role of PPO in RLHF TL;DR: In RLHF, there’s tension between the reward learning phase, which uses human preference in the form...
📚 How Veriff decreased deployment time by 80% using Amazon SageMaker multi-model endpoints
Veriff is an identity verification platform partner for innovative growth-driven organizations, including pioneers in financial services, FinTech, crypto,...
📚 A method to interpret AI might not be so interpretable after all
Some researchers see formal specifications as a way for autonomous systems to "explain themselves" to humans. But a new study finds that we aren't...
📚 New technique helps robots pack objects into a tight space
Researchers coaxed a family of generative AI models to work together to solve multistep robot manipulation problems....
📚 Prompting Isn’t The Most Important Skill
Anant Agarwal, an MIT professor and of the founders of the EdX educational platform, recently created a stir by saying that prompt engineering was the most...
📚 Goal Representations for Instruction Following
Goal Representations for Instruction Following A longstanding goal of the field of robot learning has been to create generalist agents that...
📚 Personalize your search results with Amazon Personalize and Amazon OpenSearch Service integration
Amazon Personalize has launched a new integration with Amazon OpenSearch Service that enables you to personalize search results for each user and assists in...
📚 Keeping an eye on your cattle using AI technology
At Amazon Web Services (AWS), not only are we passionate about providing customers with a variety of comprehensive technical solutions, but we’re also keen...
📚 Learn how Amazon Pharmacy created their LLM-based chat-bot using Amazon SageMaker
Amazon Pharmacy is a full-service pharmacy on Amazon.com that offers transparent pricing, clinical and customer support, and free delivery right to your door....
📚 Optimize pet profiles for Purina’s Petfinder application using Amazon Rekognition Custom Labels and AWS Step Functions
Purina US, a subsidiary of Nestlé, has a long history of enabling people to more easily adopt pets through Petfinder, a digital marketplace of over 11,000...
📚 Institute Professor Daron Acemoglu Wins A.SK Social Science Award
The award honors research on public policy with a focus on economic and governmental reforms....
📚 Evaluating social and ethical risks from generative AI
Generative AI systems are already being used to write books, create graphic designs, assist medical practitioners, and are becoming increasingly capable. To...
📚 To excel at engineering design, generative AI must learn to innovate, study finds
AI models that prioritize similarity falter when asked to design something completely new....
📚 DALL·E 3 is now available in ChatGPT Plus and Enterprise
We developed a safety mitigation stack to ready DALL·E 3 for wider release and are sharing updates on our provenance research....
📚 Researchers from Stanford, NVIDIA, and UT Austin Propose Cross-Episodic Curriculum (CEC): A New Artificial Intelligence Algorithm to Boost the Learning Efficiency and Generalization of Transformer Agents
Sequential decision-making problems are undergoing a major transition due to the paradigm shift brought about by the introduction of foundation models. These...
📚 Time Series Augmentations
A simple yet effective way to increase the amount of time series dataThis blog post is available as a jupyter notebook on GitHub.Augmentations have become an...
📚 Automatically redact PII for machine learning using Amazon SageMaker Data Wrangler
Customers increasingly want to use deep learning approaches such as large language models (LLMs) to automate the extraction of data and insights. For many...
📚 Defect detection in high-resolution imagery using two-stage Amazon Rekognition Custom Labels models
High-resolution imagery is very prevalent in today’s world, from satellite imagery to drones and DLSR cameras. From this imagery, we can capture damage due...
📚 Top 40+ Generative AI Tools (October 2023)
ChatGPT – GPT-4 GPT-4 is the latest LLM of OpenAI, which is more inventive, accurate, and safer than its predecessors. It also has multimodal capabilities,...
📚 Exploring a Global Wildlife GIS database
Using Python to characterize the International Union for Conservation of Nature (IUCN)’s geospatial data base.Continue reading on Towards Data Science »...
📚 This AI Research Developed a Noise-Resistant Method for Detecting Object Edges Without Prior Imaging
Significant attention in computer vision has been focused on developing robust and efficient edge detection algorithms. Edge detection approaches, which span...
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