PNAS study of 5.8M Go moves: humans play better after superhuman AI arrived

IgorCarron · x · 2026-10-27

Citing a 2023 PNAS study analyzing over 5.8 million moves by professional Go players (1950–2021), rated by KataGo: after superhuman Go AI arrived, human decision quality improved significantly, players made more previously unseen moves, and those novel moves correlated with stronger play. The authors read this as evidence that exposure to superhuman AI helps experts move beyond established strategies — though it's observational, with move quality judged by AI, not proof of causality.

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