Navier–Stokes: a new proof claim, and a dispute over credit
A fluid singularity, a Lean certificate, and two accounts of the race.
OpenAI · Tristan Buckmaster · Levent Alpöge
Where this stands
A newly released mathematical claim with a public formal artifact. This page does not assert that Clay has accepted a solution or awarded a prize.
Start with the question
The problem
Can a three-dimensional incompressible viscous fluid that starts smoothly develop a singularity in finite time? Clay’s official formulation includes breakdown alternatives with smooth external forcing, as well as global-existence alternatives.
Before the news
Understand the mathematics
The established mathematics behind the story, step by step. What is new, and who claims it, follows below with sources.
Reading the equation
Here is the velocity of the fluid at the point and time , is the pressure, the viscosity and an external force. The left side is the acceleration of a fluid particle: is the change at a fixed point, and the change from being carried along by the flow. This term is quadratic in , and it is the source of all the difficulty.
The condition says the fluid is incompressible. The pressure is then not a separate unknown: taking the divergence of the equation gives
What is known: energy
For a smooth solution, multiplying the equation by and integrating over space gives the energy balance
Viscosity removes energy, and the force can add it. In 1934 Leray used this bound to construct weak solutions that exist for all time, but nobody knows whether they stay smooth or are unique.
Why three dimensions is hard
Without a force, if solves the equation then so does the rescaled flow
In three dimensions its energy is . Zooming in to small scales (large ) makes the energy small, so the one quantity we control says almost nothing about the tiny scales where a singularity would form. This is called supercriticality. In two dimensions the energy does not change under this scaling, and smooth solutions are known to exist for all time.
The four ways to win the Clay prize
The official problem is solved by proving any one of four statements: (A) smooth solutions exist for all time on for every smooth, rapidly decaying initial velocity, with ; (B) the same on the periodic box ; (C) on there are a smooth initial velocity and a smooth, decaying force for which no smooth solution with finite energy exists for all time; (D) the same breakdown on .
Alternatives C and D allow a force. That is why a construction with a smooth force can address the Millennium Problem while saying nothing about whether an unforced fluid can blow up.
01
Read the claim precisely
On 8 September, OpenAI announced a construction intended to establish alternatives C and D of the Millennium Problem. It involves a smooth applied force. This does not establish blowup for the unforced viscous equation. The distinction is part of the problem statement, rather than a technicality to leave out of the story. [1][3]
02
From Euler to viscosity
OpenAI reports that coordinating agents first found an unforced Euler construction, then used that progress to pursue Navier–Stokes. The company describes an 88-hour search followed by 17 hours of formalization. Those timings are its own account. The repository supplies separate Euler and Navier–Stokes developments and comparator challenges. [1][2]
03
Why the announcement became contentious
Buckmaster’s statement raised concerns about research priority, private Codex sessions, and proposed authorship arrangements. OpenAI says neither its researchers nor its agents saw the pair’s work before publication and denies looking up specific user data. Its statement leaves open whether de-identified usage data contributed to model improvement. These are conflicting public accounts, not an established finding of misconduct. [4][1]
Inspect the evidence
The Lean formalization
Lean artifact released; independent assessment ongoing
The repository states whole-space and periodic results for every positive viscosity, with smooth forcing, and supplies comparator instructions. Checking the formal statement against Clay’s hypotheses is essential. We reviewed the documentation, not a local rebuild of the proof.
Sources & further reading
Reviewed 9 Sept 2026. X permalinks were recovered from indexed posts and linked discussions; direct X pages were not consistently accessible. They document the conversation, not proof correctness.
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- 7.Levent Alpöge’s response ↗X post
Read alongside Buckmaster’s statement and OpenAI’s response. Allegations remain attributed to their authors.
Work through it together
Discussion
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