Latest Model's own data, 1 November 2026.

Read the article: AI's 722 Math Manuscripts: Only 25 Claim Progress

MATERIAL: "722 solved problems", Erdős problems and the "mathematicians are cooked" talk

Research notes for a writer, compiled 2026-11-01. Not an article. [S#] = numbered source in the last section. "Unverified" = primary text not reached.

The claim, corrected

The owner's framing: "OpenAI published those 722 solved problems". What the record says:

What happened (dated timeline)

Act 1: the October 2025 overclaim (the precedent)

Act 2: AI solutions become routine on erdosproblems.com (Nov 2025 to Aug 2026)

Act 3: the bulk release (Sep to Oct 2026)

What "solved" meant, in numbers

The 722 release as a whole

The Erdős slice

AI-attributed Erdős solutions before the release (Tao's wiki, frozen 30 Jun 2026) [S22][S23]

How hard were they?

The site itself

What mathematicians said (exact, with links)

On "without letting anyone know" (closest sourced items)

Data points table (benchmark, score, date, source, caveat)

Benchmark / event Score or count Date Who ran it Caveat
IMO 2025, Gemini Deep Think 35/42, 5 of 6 problems 21 Jul 2025 Google DeepMind "officially graded and certified by IMO coordinators"; 2024 AlphaProof+AlphaGeometry 2: 28/42 silver over 2-3 days [S35]
IMO 2025, OpenAI experimental model 35/42 (self-reported) 19 Jul 2025 OpenAI Not IMO-graded; Thang Luong: "Without the evaluation based on that guideline, no medal claim can be made" [S36]
"GPT-5 solved 10 Erdős problems" 10 "solved", 11 "progress" 17 Oct 2025 OpenAI staff on X All 10 were existing papers; post deleted [S18][S19]
Gemini on 700 "open" Erdős problems 13 addressed: 5 novel, 8 literature 29 Jan 2026 Google DeepMind one "novel" reclassified in v3 [S28]
Tao's wiki, AI-led full solutions 69 problems (18 standalone, 14 lit-after, 5 lit-before, 35 with humans; 31 pure literature search) to 30 Jun 2026 Tao et al. / tally by Papex "This page is not a benchmark"; frozen [S22][S23]
Erdős #90 unit distance disproof 1 famous problem 20 May 2026 OpenAI internal model correct in 50% of trials per Bubeck, data not released; prompt written by AI [S31][S32]
FrontierMath Tiers 1-4 338 problems (295 + 43) v2 12 Jun 2026 Epoch AI funded by OpenAI; OpenAI commissioned 300 + 50 problems, has access to 30 of 50 Tier 4; v2 fixed errors in 42% of problems [S34]
FrontierMath Erdős (68 hard open problems) GPT-6 Astra 3% (2/68); GPT-5.6 Sol, GPT-5.5, Claude Fable 5.1, Claude Fable 5: 0% 1 Sep 2026 Epoch AI + Bloom $300/problem, 72 h; 5 more solved off-benchmark at >$220k [S26][S27]
arXiv maths with substantive AI use 1.39% (Mar 2026) to 14.09% (Aug 2026); 1,712 of 32,944 papers 25 Aug 2026 Jin, Ke, Sui self-disclosed use only [S38]
OpenAI bulk release 722 manuscripts / 372 families / ~4,000 problems posed; 25 Erdős problems; 3 withdrawn, 14 revised in 24 h 6-8 Oct 2026 OpenAI model unnamed, 10 prompts shown, ~42-50% not formalised [S2][S3][S4][S5]

What is unsure / could not verify

Sources

  1. https://openai.com/index/sharing-ai-progress-in-mathematics/ — "Sharing AI progress in mathematics", OpenAI, 6 Oct 2026 (update 15 Oct). Headline release; $5M Simons update. Read only via mirror https://www.cellcog.ai/blog/openai-math-results/.
  2. https://github.com/openai/math — README, OpenAI, Oct 2026. 721/373, ~4,000 problems, ~3 h compute, error caveat, ~42% formalised, Apache-2.0.
  3. https://quanglee.dev/blog/openai-722-math-manuscripts/ — quanglee.dev, Oct 2026. Clone-based figures: 722/372/17 fields, 6 Erdős families, 235 Lean statements, 162 in formalization.yaml, #3 caveat; Tao/Sutherland/Litt quotes.
  4. https://retractionwatch.com/2026/10/08/openai-withdraws-preprints-722-manuscripts-unsolved-math-problems/ — Retraction Watch, 8 Oct 2026. 3 withdrawn, 14 revised, Roberts, AHM, Townsend, ~50% unconfirmed.
  5. https://www.erdosproblems.com/forum/thread/blog:10 — Bloom, "Erdős problems in the OpenAI proofs", 8 Oct 2026. 25 problems, 21 formalised, non-endorsement.
  6. https://www.erdosproblems.com/forum/thread/blog:9 — Bloom, "Changes", 6 Oct 2026. Statuses removed, 1221 problems, site history.
  7. https://mathstodon.xyz/@tao/117395268889583356 and /117395269325940185 (thread also 117395267721642920, 117395268130901862) — Tao, 6 Oct 2026 18:00 UTC. "harvested", Math 1.0/2.0.
  8. https://terrytao.wordpress.com/2026/10/10/math-2-0/ — Tao, "Math 2.0", 10 Oct 2026; slides teorth.github.io/tao-web/slides/math-2-0-caltech-2026.pdf.
  9. https://en.wikipedia.org/wiki/OpenAI_bulk_release_of_mathematical_papers — Wikipedia, to 31 Oct 2026. Timeline skeleton; secondary.
  10. https://www.scientificamerican.com/article/openai-unleashes-hundreds-more-math-results-upon-a-field-already-in-shock/ — Howlett, Scientific American, 6 Oct 2026. Sutherland, Litt, OpenAI "not bound".
  11. https://www.quantamagazine.org/updates/transformation/ — Quanta updates, 6 and 9 Oct 2026. Commelin, Dafermos, AHM 800+.
  12. https://www.ahmath.org/statements — Association for Human Mathematics, 7 Oct 2026.
  13. https://agmai.org/ and https://agmai.org/general-sep29/ — AGMAI members and guidelines, Sep-Oct 2026.
  14. https://techcrunch.com/2026/09/21/openai-forms-math-advisory-group-as-its-ai-resolves-more-than-100-open-problems/ — TechCrunch, 21 Sep 2026. "more than 100", 25 Fields Medalists.
  15. https://techcrunch.com/2026/10/08/openais-math-solutions-arent-meeting-the-fields-standards-yet/ — TechCrunch, 8 Oct 2026. 719, 10 CoT, 42%, Tao and Wood.
  16. https://www.science.org/content/article/openai-just-changed-math-forever-exactly-how-no-one-yet-knows — Science, Oct 2026. Kogler, 300 of 719. Not fetched (403).
  17. https://fortune.com/2026/09/08/openai-says-it-cracked-navier-stokes-math-grand-challenge-buckmaster-accusation-cheating-intimidation-tao-lament/ — Kahn, Fortune, 8 Sep 2026. Navier–Stokes, Buckmaster, Tao "strip-mining".
  18. https://sherwood.news/tech/openai-claimed-a-math-breakthrough-this-weekend-only-to-be-smacked-down/ — Sherwood News, 20 Oct 2025. Weil's post, Hassabis, LeCun, X links.
  19. https://gigazine.net/gsc_news/en/20251020-openai-researcher-announced-gpt-5-math-breakthrough/ — Gigazine, 20 Oct 2025. Bubeck posts, Bloom's three sentences, X links.
  20. https://arxiv.org/abs/2511.16072 — "Early science acceleration experiments with GPT-5", OpenAI et al., 20 Nov 2025. Sawhney/Sellke section.
  21. https://www.scientificamerican.com/article/ai-uncovers-solutions-to-erdos-problems-moving-closer-to-transforming-math/ — Howlett, Scientific American, 12 Feb 2026. "about 100", "souped-up literature search".
  22. https://github.com/teorth/erdosproblems/wiki/AI-contributions-to-Erd%C5%91s-problems — Tao et al. wiki, to 30 Jun 2026. Category definitions, problem lists.
  23. https://papex.org/blog/how-many-erdos-problems-has-ai-solved — Papex, 21 Oct 2026. Wiki tallies (69), 586 solved on 5 Oct, erdosproblems.ai counts.
  24. https://www.erdosproblems.ai/ — Plasma AI, fetched 1 Nov 2026. 494 / 110 / 617.
  25. https://www.quantamagazine.org/why-the-legendary-erdos-problems-are-falling-to-ai-20260803/ — Kakaes, Quanta, 3 Aug 2026. 565/652, 111 changes, #333.
  26. https://epoch.ai/latest/announcing-frontiermath-erdos — Epoch AI, 1 Sep 2026. 68 problems, 1,217/652, scores, budget, Bloom's 3-5.
  27. https://arxiv.org/abs/2609.25050 — Adamczewski and Bloom, "FrontierMath Erdős", 6 Sep 2026.
  28. https://arxiv.org/abs/2601.22401 — Feng et al. (Google DeepMind), 29 Jan 2026 (v3 5 Feb). 700 / 13 / 5 / 8.
  29. https://the-decoder.com/terence-tao-says-gpt-5-2-pro-cracked-an-erdos-problem-but-warns-the-win-says-more-about-speed-than-difficulty/ — The Decoder, 16 Jan 2026; Tao primaries mathstodon.xyz/@tao/115855845720777387 and /115891257393270694 (14 Jan 2026, "1-2%").
  30. https://mathstodon.xyz/@tao/115591487350860999 — Tao, 22 Nov 2025. "becoming routine".
  31. https://techcrunch.com/2026/05/20/openai-claims-it-solved-an-80-year-old-math-problem-for-real-this-time/ — Bellan, TechCrunch, 20 May 2026. #90, Bloom "cathedral".
  32. https://www.sciencenews.org/article/ai-guardrails-erdos-math-problem — Hulick, Science News, 8 Jun 2026. Bubeck 50%, Leiden 1,590, Bloom quote.
  33. https://physicsworld.com/a/ai-led-solutions-of-erdos-problems-spark-debate-over-the-future-of-mathematics/ — Physics World, 29 May 2026. #1196.
  34. https://epoch.ai/benchmarks/frontiermath and https://epoch.ai/frontiermath/tiers-1-4/about — Epoch AI. 338 problems, OpenAI funding/access, v2 errors 42%.
  35. https://deepmind.google/discover/blog/advanced-version-of-gemini-with-deep-think-officially-achieves-gold-medal-standard-at-the-international-mathematical-olympiad/ — Google DeepMind, 21 Jul 2025. 35/42 graded; 2024 28/42.
  36. https://www.maginative.com/gemini-with-deep-think-achieves-gold-at-international-math-olympiad/ — Maginative, Jul 2025. Luong on OpenAI's uncertified IMO claim (secondary).
  37. https://xenaproject.wordpress.com/2026/10/01/to-grieve-or-not-to-grieve/ — Buzzard, 1 Oct 2026.
  38. https://arxiv.org/abs/2608.24961 — Jin, Ke, Sui, "The Gold Rush in AI4Math", 25 Aug 2026. arXiv AI-use shares.