Richard Sutton agrees: AI progress is overestimated — but that leaves vast room to improve

RichardSSutton · x · 2026-10-13

Philosopher Dan Williams argues AI capability progress is far less than assumed: frontier models still struggle with few-shot learning, continual learning, and physical interaction, with highly uneven competence — superhuman math/coding doesn't transfer to messy white-collar work. But that's no comfort: it implies vast room to improve existing systems by changing training methods. Turing Award winner Richard Sutton replied, 'Agree on all three points.'

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