The Information Machine

This story was merged into AI agent hacking incidents across labs →

Merged·Day 5·in the edition since 9 Sep 2026·23 sources·updated 13 Sep 2026

OpenAI's Navier-Stokes singularity proof claim

The gist

25 Fields Medalists Warn AI Math Racing Harms Science Amid OpenAI Dispute

A claimed resolution of the Navier-Stokes problem, one of seven Millennium Prize Problems, represents a significant claimed advance in the mathematical understanding of fluid dynamics, though it awaits Clay Mathematics Institute review. A joint declaration by 25 Fields Medal winners signals that a substantial portion of the mathematical community views the AI industry's approach to fundamental research as damaging to science.

The full picture

OpenAI announced on September 8, 2026 that an internal model, described as significantly more capable than GPT-6 Astra, orchestrated approximately 10,000 AI agents to produce a 166-page claimed proof of finite-time singularity in the 3D incompressible Navier-Stokes equations, verified using the Lean theorem prover. The system consumed 2.7 million agent messages and approximately 130 billion output tokens for the Navier-Stokes work; across all Millennium Prize Problem work the full run reached 4.9 million messages and 300 billion output tokens. At retail API prices the compute would have cost approximately $22 million; internal marginal costs were estimated at several million dollars. OpenAI has said it does not intend to claim the $1 million Clay Mathematics Institute prize. The Clay Mathematics Institute has not accepted the proof and no independent peer review has taken place.

The announcement sits inside an unresolved credit dispute. NYU mathematician Tristan Buckmaster and Anthropic researcher Levent Alpöge had independently produced a Lean-verified proof of the 3D incompressible Euler equations by August 22, building on a program originated by Diego Córdoba and Luis Martínez-Zoroa. OpenAI concedes priority for the forced 3D Euler result to Buckmaster and Alpöge but claims priority for its unforced Euler and Navier-Stokes proofs. Buckmaster alleges that OpenAI mathematician Sébastien Bubeck twice insisted Alpöge be removed from authorship, citing Alpöge's Anthropic employment, offered him two proposals for how to proceed, and said 'If you don't want me to be nice, then I don't have to be nice' and 'Why would you ruin your career?' Bubeck and OpenAI deny wrongdoing. OpenAI acknowledged it cannot fully rule out that de-identified data from the researchers' product usage influenced its models.

Twenty-five Fields Medal winners, including Terence Tao, published a joint declaration arguing that AI companies' race to solve famous math problems as benchmarks is detrimental to mathematical science, undermines conceptual understanding, and raises attribution and plagiarism concerns. Sam Altman described AI's math progression over three summers as moving from below grade-school proficiency to an IMO gold medal to a Millennium Prize proof.

How it developed
13 September 2026

OpenAI told the New York Times on September 12 it has made 'substantial progress' on a second Millennium Prize Problem and is working out how to share the result, extending its AI math effort beyond the finite-time singularity proof it announced September 8.

Commentator Andrew Curran named the Hodge Conjecture and a model called Aeon as the rumored particulars, but OpenAI confirmed neither. GPT-6 Astra also resolved a month-long target theorem in the Seymour Conjecture research program overnight.

11 September 2026

Sam Altman said on September 11 that OpenAI pursued a proof that 3D Navier-Stokes equations can develop a finite-time singularity because of 'rumors on the internet last week that Anthropic's models had solved a millennium problem,' naming competitive curiosity as the explicit driver of the effort's timing.

Reports also put the total computational cost of the attempt at millions of dollars.

First citedTransformer News
9 September 2026

OpenAI announced September 9 that roughly 10,000 agents produced a finite-time singularity proof for three-dimensional Navier-Stokes equations, releasing no written version.

NYU's Tristan Buckmaster and Anthropic's Levent Alpöge, who published preprints on related equations, allege OpenAI launched after learning of their work and pressed Buckmaster on September 6 to exclude Alpöge as co-author due to his Anthropic employment; OpenAI's Sébastien Bubeck called this "false and inflammatory" while the company acknowledged it cannot rule out de-identified data helped its models. Terence Tao warned the episode may push researchers toward secrecy.

First in the edition · 9 September 2026
8 September 2026

Buckmaster and Alpöge stated September 9 that they believe they also have a finite-time blowup result for hypo-dissipative Navier-Stokes equations but are withholding it because Lean verification is unfinished.

Additional reporting identified OpenAI's internal model as Astra, described as the company's first to meet its Critical cybersecurity capability threshold, and confirmed Buckmaster was warned "Why would you ruin your career?" in the September 6 calls and that OpenAI declined for some time to answer directly when its first prompt was sent.

Sources
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