Andrew White
Former professor and AI-for-science entrepreneur focused on automating scientific discovery; co-founder of nonprofit research lab Future House and venture-backed startup Edison Scientific, and lead author on Cosmos and ChemCrow projects.
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Jan 28, 2026 • 1h 14min
🔬 Automating Science: World Models, Scientific Taste, Agent Loops — Andrew White
Andrew White, former professor turned AI-for-science entrepreneur who co-founded Future House and Edison Scientific. He recounts building ChemCrow and Cosmos, red-teaming GPT-4 for chemistry, and automating hypothesis-to-experiment loops. Topics include scientific taste and why RLHF failed, world models as distilled scientific memory, lab-in-the-loop bottlenecks, and safety/dual-use tradeoffs.
