AI+Lean theorem proving loses to Bitter Lesson: OpenAI math gains come from non-formalized reasoning

Singularitarian · x · 2026-10-23

johnloeber's new essay reflects on weekends spent on automated theorem proving with AI + Lean, concluding the Bitter Lesson reigned supreme, and examines the OpenAI Math Repo and the short one-summer window of human-AI collaboration in mathematics. Reposter adibaradwaj highlights the key update: recent AI math gains appear driven by non-formalized reasoning rather than Lean — proofs are generated in plaintext with about half formalized afterwards, suggesting models are far smarter than they appear and their intelligence's spikiness may be underrated.

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