Intro | 4min snip from "The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

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Scouting Frontiers in AI for Biology: Dynamics, Diffusion, and Design, with Amelie Schreiber

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

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Intro

This chapter explores the latest advancements in AI technologies used in biology, particularly mechanical degraders that target bacterial infections. It emphasizes the significance of tools like AlphaFold3 and ESM3 in enhancing molecular understanding, driving innovation in protein engineering and drug discovery.

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Episode notes

Nathan welcomes back computational biochemist Amelie Schreiber for a fascinating update on AI's revolutionary impact in biology. In this episode of The Cognitive Revolution, we explore recent breakthroughs including AlphaFold3, ESM3, and new diffusion models transforming protein engineering and drug discovery. Join us for an insightful discussion about how AI is reshaping our understanding of molecular biology and making complex protein engineering tasks more accessible than ever before.

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CHAPTERS:

(00:00:00) Teaser

(00:00:46) About the Episode

(00:04:30) AI for Biology

(00:07:14) David Baker's Impact

(00:11:49) AlphaFold 3 & ESM3

(00:16:40) Protein Interaction Prediction (Part 1)

(00:16:44) Sponsors: Shopify | SelectQuote

(00:19:18) Protein Interaction Prediction (Part 2)

(00:31:12) MSAs & Embeddings (Part 1)

(00:32:32) Sponsors: Oracle Cloud Infrastructure (OCI) | Weights & Biases RAG++

(00:34:49) MSAs & Embeddings (Part 2)