What's Missing Between LLMs and AGI - Vishal Misra & Martin Casado

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: x.com/vishalmisra

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Check out everything a16z is doing with artificial intelligence here (a16z.com/ai), including articles, projects, and more podcasts.

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