The Nobel laureate behind AlphaFold and AlphaGo gave YC the clearest map yet of where AI is going. The whole interview, distilled to one actionable page.

Get the Hassabis AGI Cheat Sheet

Demis Hassabis — Nobel laureate, founder of DeepMind, creator of AlphaFold and AlphaGo — sat down with Y Combinator and laid out the clearest map yet of where AI is headed. This free cheat sheet distills the whole interview: his AGI timeline (around 2030), the 3 things still missing for AGI (real memory, continual learning, consistent long-term reasoning), why small distilled models with no theoretical limit unlock the 1000x engineer, the Einstein test for true machine creativity, the repeatable 3-condition AlphaFold breakthrough pattern (plus the virtual cell coming in ~10 years), and his concrete founder advice: build for the world of atoms, combine AI with deep domain expertise, and build something AGI will want to use as a tool.

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