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Index/AI & Data/AI + a16z
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What's Missing Between LLMs and AGI - Vishal Misra & Martin Casado

AI + a16z · 2026-03-17 · 48 min

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Topics in this episode

LLMsArtificial intelligenceArtificial General IntelligenceLLMAGI

Episode notes

Vishal Misra returns to explain his latest research on how LLMs actually work under the hood. He walks through experiments showing that transformers update their predictions in a precise, mathematically predictable way as they process new information, explains why this still doesn't mean they're conscious, and describes what's actually required for AGI: the ability to keep learning after training and the move from pattern matching to understanding cause and effect. Resources: Follow Vishal Misra on X: Follow Martin Casado on X: Check out everything a16z is doing with artificial intelligence here , including articles, projects, and more podcasts. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

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