Protein folding presented the ideal combination of characteristics for an AI challenge: it is foundational to biology (unlocking research like drug discovery), it is genuinely impactful, and it appeared to be a massive combinatorial puzzle suited to AI approaches—proteins can fold into ~10^300 configurations for an average protein, yet biology solves this in milliseconds.
factualpending
Speaker
Demis HassabisEvidence Quote
“10 to the 300 for an average protein is the number of different shapes... somehow in nature spontaneously in milliseconds it folds up into this intricate 3D shape”
Source
Sir Demis Hassabis on The Future of Knowledge | Institute for Advanced Study— Institute for Advanced StudyCreated: 8/11/2026, 6:28:03 AM
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