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The Quest to ‘Solve All Diseases’ with AI: Isomorphic Labs’ Max Jaderberg
Manage episode 479714458 series 3586723
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
Mentioned in this episode:
Playing Atari with Deep Reinforcement Learning: Seminal 2013 paper on Reinforcement Learning
Capture the Flag: 2019 DeepMind paper on the emergence of cooperative agents
AlphaStar: 2019 DeepMind paper on attaining grandmaster level in StarCraft II using multi-agent RL
AlphaFold Server: Web interface for AlphaFold 3 model for non-commercial academic use
67 Episoden
Manage episode 479714458 series 3586723
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
Mentioned in this episode:
Playing Atari with Deep Reinforcement Learning: Seminal 2013 paper on Reinforcement Learning
Capture the Flag: 2019 DeepMind paper on the emergence of cooperative agents
AlphaStar: 2019 DeepMind paper on attaining grandmaster level in StarCraft II using multi-agent RL
AlphaFold Server: Web interface for AlphaFold 3 model for non-commercial academic use
67 Episoden
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