Richard Sutton's 26-word Bitter Lesson gets a scaling-first rewrite

samsja19 · x · 2026-10-29

RL pioneer Richard Sutton restated the Bitter Lesson in 26 words: don't be distracted by human knowledge, as AI has been historically; instead focus on methods for creating knowledge that scale with computation, like search and learning.

Republisher samsja19 offers his own variant: don't be distracted by human knowledge or learning priors—focus on methods for creating intelligence that scale and generalize with computation and real-world data, citing gradient descent and test-time scaling. The exchange reopens the debate on scaling versus priors.

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