Sutton pushes back on Bitter Lesson: brute force alone won't yield intelligence

SchmidhuberAI · x · 2026-11-08

Richard Sutton argues brute-force computation isn't enough for intelligence and clever new methods are still needed. David Klindt reframes the Bitter Lesson: ideas matter because good ideas improve scaling laws — like rote memorization vs real study, results may match on one exam but diverge over a full degree. He ties it to Schmidhuber's 1991 noisy TV example, where an agent maximizing prediction error gets stuck binging entropy.

Related event: Bitter Lesson Author Sutton: Brute-Force Compute Alone Won't Produce Intelligence(25 posts)→

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