Breakthroughs in AI for Biology: AI Lab Groups & Protein Model Interpretability with Prof James Zou

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

Nathan discusses groundbreaking AI and biology research with Stanford Professor James Zou from the Chan Zuckerberg Initiative. In this episode of The Cognitive Revolution, we explore two remarkable papers: the virtual lab framework that created novel COVID treatments with minimal human oversight, and InterPLM's discovery of new protein motifs through mechanistic interpretability. Join us for an fascinating discussion about how AI is revolutionizing biological research and drug discovery.

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CHAPTERS:

CHAPTERS:

(00:00:00) Teaser

(00:00:35) About the Episode

(00:04:30) Virtual Lab

(00:08:09) AI Designs Nanobodies

(00:14:43) Novel AI Pipeline

(00:20:31) Human-AI Interaction (Part 1)

(00:20:33) Sponsors: SelectQuote | Oracle Cloud Infrastructure (OCI)

(00:23:22) Human-AI Interaction (Part 2)

(00:32:31) Sponsors: 80,000 Hours | GiveWell

(00:35:10) Project Cost & Time

(00:41:04) Future of AI in Bio

(00:45:46) InterPLM: Intro

(00:50:30) AI Found New Concepts

(00:55:02) Discovering New Motifs

(00:57:14) Limitations & Future

(01:01:32) Outro

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