Exploring AI Applications in Biological Research | 3min 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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Exploring AI Applications in Biological Research

This chapter explores the role of AI in biological research, starting with structure prediction and advancing to complex topics like interaction networks. It highlights how these technologies are revolutionizing the field of biology and reshaping research applications.

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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)