// curated_library

Seminal papers, key talks, and essential videos from the people shaping AI — filtered for signal, not noise.

talk

Demis Hassabis: Future of AI, Simulating Reality, Physics and Video Games

Demis Hassabis — 2025

Lex Fridman Podcast #475. Hassabis covers the full frontier: AGI timelines, scaling laws, AlphaEvolve, simulating biological organisms from first principles, P vs NP, the origin of life, p(doom), consciousness, and why video games were his training ground for thinking about AI. One of his most wide-ranging interviews since the Nobel Prize.

Demis Hassabis AGI AlphaEvolve scaling laws consciousness Lex Fridman DeepMind
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The Hardest Problem AI Ever Solved

Demis Hassabis — 2024

Hassabis on AlphaFold — how DeepMind used AI to crack the 50-year-old protein-folding problem, what it means for drug discovery and biology, and why he believes it is the single most important scientific contribution AI has made so far.

Demis Hassabis AlphaFold protein folding DeepMind biology drug discovery
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Geoffrey Hinton — Turing Award Lecture

Geoffrey Hinton — 2018

Hinton's lecture on the development of deep learning, from the early days of backpropagation through the ImageNet moment. A first-hand account of the long AI winter and what it took to survive it.

deep learning history backpropagation Turing Award ImageNet
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Will Digital Intelligence Replace Biological Intelligence?

Geoffrey Hinton — 2023

Hinton's talk following his departure from Google — the 'Godfather of AI' explains why he changed his mind on AI risk, and what he now believes we should be worried about.

AI risk existential safety digital intelligence AGI
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