AI Video: Bubble or No Bubble, AI Keeps Progressing (ft. Relentless Learning + Introspection)

Author: AI Explained - Bewertung: 85x - Views:819

Don’t let headlines about bubbles distract you from the real avenues of progress being explored in AI every week, including what had been thought to be a long-term blocker - continual learning (learning on the fly).



https://app.grayswan.ai/ai-explained



This, plus models introspecting (hesitate before you berate), Nano Banana 2 possibly spotted, Chinese imagen and more.



AI Insiders ($9!): https://www.patreon.com/AIExplained



Chapters:

00:00 - Introduction

01:26 - Continual Learning (Nested Learning / HOPE)

07:00 - Introspection

10:54 - Image-Gen Progress



Nested Learning Post: https://research.google/blog/introducing-nested-learning-a-new-ml-paradigm-for-continual-learning/



Nested Learning Paper: https://abehrouz.github.io/files/NL.pdf



Original Titans Paper: https://arxiv.org/pdf/2501.00663



Siri News: https://www.bloomberg.com/news/articles/2025-11-05/apple-plans-to-use-1-2-trillion-parameter-google-gemini-model-to-power-new-siri



Introspection: https://www.anthropic.com/research/introspection



Full Paper: https://transformer-circuits.pub/2025/introspection/index.html#mechanisms



Earlier Work: https://www.anthropic.com/research/mapping-mind-language-model

https://transformer-circuits.pub/2024/scaling-monosemanticity/index.html



Release Post: https://x.com/AnthropicAI/status/1983584136972677319



https://lmcouncil.ai







Non-hype Newsletter: https://signaltonoise.beehiiv.com/



Podcast: https://aiexplainedopodcast.buzzsprout.com/