Sutton restates the Bitter Lesson; Dileep George fires back: 'don't fall for it'

anshulkundaje · x · 2026-11-08

Richard Sutton distilled his famous Bitter Lesson into 26 words: don't be distracted by human knowledge — focus on methods that scale with computation, like search and learning. MIT professor Dileep George reshared it with a chart pushing back: a "better lesson" is to push the envelope in new directions rather than assume the scaling curve keeps paying off. The exchange captures growing skepticism about the marginal returns of pure compute-and-data scaling.

Related event: Sutton Says Brute-Force Compute Won't Yield Intelligence, Sparking Scaling Debate(9 posts)→

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