The Quest to ‘Solve All Diseases’ with AI: Isomorphic Labs’ Max Jaderberg
Автор: Sequoia Capital
Загружено: 2025-04-29
Просмотров: 15732
After pioneering reinforcement learning breakthroughs at DeepMind with Capture the Flag and AlphaStar, Max Jaderberg aims to revolutionize drug discovery with AI as Chief AI Officer of Isomorphic Labs, which was spun out of DeepMind. He discusses how AlphaFold 3's diffusion-based architecture enables unprecedented understanding of molecular interactions, and why we're approaching a "Move 37 moment" in AI-powered drug design where models will surpass human intuition. Max shares his vision for general AI models that can solve all diseases, and the importance of developing agents that can learn to search through the whole potential design space.
Hosted by Stephanie Zhan, Sequoia Capital
00:00 - Introduction
02:33 - Key questions in RL
06:16 - Multiplayer games
11:05 - Finding the right recipe
13:13 - Working with Demis
15:47 - If everything goes right
21:44 - “A holy grail model”
26:08 - The breakthroughs of AlphaFold
35:00 - What kinds of data are missing?
37:34 - Limiting factors in drug development
40:00 - How do drug designers use AlphaFold 3?
43:46 - Building an interdisciplinary team
46:43 - AlphaFold Server
49:22 - The GPT-3 moment in AI biology
52:42 - When will we see the first AI-generated drug in clinic?
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