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Thursday 12 November 2026

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AI cracks decades-old maths — OpenAI and DeepMind, days apart

Two milestones in one week. Here's the brief.

The answer

In May 2026 OpenAI disproved an Erdős conjecture; Google's AI solved nine more.

What happened

On 20 May, OpenAI said a general reasoning model disproved the planar unit-distance conjecture (Erdős, 1946), using algebraic number theory rather than the long-assumed grid arrangement. The model established a super-linear lower bound — a result, not a retrieval. A day later, Google DeepMind posted that AlphaProof Nexus (Gemini 3.1 Pro + Lean) had solved nine open Erdős problems and 44 conjectures from the integer-sequence encyclopedia — two of the nine open for 56 years — at a few hundred dollars of compute each. Same testbed, different labs, different methods, one week apart.

Why it's credible

DeepMind's results are verified step-by-step in the Lean proof assistant — the model proposes, the checker certifies, and a flawed step is simply rejected and fed back. That guards against AI's worst habit: sounding right while being wrong. OpenAI's construction was checked by mathematicians including Fields medallist Timothy Gowers, with formal peer review still to come — credible, but a softer guarantee. Same word, 'solved'; two different levels of proof, and the difference is the story.

CEO Demis Hassabis moved quickly to temper expectations, saying the system is "still not AGI" even as it points toward a more practical role for AI in verified mathematical research.

WinBuzzer · 26 May 2026

What to watch. The durable result isn't any single proof — it's the generate-then-verify loop. If 'AI proposes, a formal checker certifies' spreads beyond maths to other places where claims can be machine-checked, that pipeline, not the nine problems, is the milestone that ages well.

Frequently asked questions

What did AI actually solve?
OpenAI: a 1946 Erdős geometry conjecture (disproved). DeepMind: nine separate open Erdős problems plus 44 integer-sequence conjectures. Different problems, different methods, both long-standing.
How is it verified?
DeepMind's proofs are machine-checked step-by-step in the Lean proof assistant. OpenAI's construction was human-checked (including by Timothy Gowers) with formal peer review still pending.
Is this AGI?
No — DeepMind's CEO said so directly. It's a narrow, powerful result: AI generating mathematics that a formal checker or expert can verify, not a general-purpose thinking machine.

Sources

  1. An OpenAI model has disproved a central conjecture in discrete geometryOpenAI · 20 May 2026
  2. Advancing Mathematics Research with AI-Driven Formal Proof Search (AlphaProof Nexus preprint, arXiv:2605.22763)Google DeepMind / arXiv · 21 May 2026
  3. OpenAI's milestone math breakthrough played to AI's strengthsUnderstanding AI · 22 May 2026
  4. Google DeepMind's AlphaProof Nexus Solves Erdős Problems as AI Math Race Moves Beyond BenchmarksWinBuzzer · 26 May 2026

Written and edited by

· Editor-in-Chief, FeaturedDaily

Every story is researched from primary sources, listed with the article, and corrected in the open.

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