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a16z Podcast

Columbia CS Professor: Why LLMs Can’t Discover New Science

50 min episode · 2 min read

Episode

50 min

Read time

2 min

Topics

Artificial Intelligence, Crypto & Web3, Science & Discovery

AI-Generated Summary

What It Covers

Columbia CS Professor Vishal Mishra explains why LLMs cannot discover new science, discussing his formal mathematical models that define the boundaries of current AI capabilities.

Notable Moment

Mishra accidentally invented retrieval augmented generation while trying to fix a cricket statistics website interface, creating a natural language query system fifteen months before ChatGPT launched.

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