Mathematics Insight Digest

Mathematics benchmarks and reproducibility efforts expand

Mathematics benchmarks and reproducibility efforts expand

New benchmarks (MA-ProofBench, ComBench, DynaMath 2026, MIRA-Math) reveal gaps. FrontierMath expands to ~50 unsolved problems; AI solves 3 (6%). Leanstral 1.5 achieves 99.8% on miniF2F. Critical audits of Lean benchmarks show dataset defects. New self-distillation method (PS-OPSD) improves math reasoning.

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Updated Aug 7, 2026
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