ProofAtlas ranks top 500 math open problems by LLM-assessed importance

RexDouglass · x · 2026-10-07

ProofAtlas released a Top 500 ranking of mathematical open problems ordered by LLM-assessed importance across 17 subjects, explicitly a model-based assessment rather than expert consensus. Rankings come from pairwise LLM comparisons combined with reliability weights: OpenAI 1.00, Claude 1.00, GLM 0.95, DeepSeek 0.90. Separately, LechMazur reports many faulty proofs on arXiv per Astra and Opus 5.5, and is auditing claimed solutions to protect the status of problems on his open-problems list.

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