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OpenAI beats rivals to Navier-Stokes, chilling academia

OpenAI beats rivals to Navier-Stokes, chilling academia

3 Key Points

  1. What happened

    OpenAI said its unreleased model solved the Navier-Stokes problem in 88 hours using roughly 10,000 AI agents, one day after NYU professor Tristan Buckmaster published related findings.

  2. Why it matters

    Mathematicians say OpenAI's rush to beat other researchers to the result violates the field's informal norm of trust, and some now fear AI systems could steal ideas from their queries.

  3. What to watch

    OpenAI said it won't claim the $1 million bounty, which the Clay Mathematics Institute has yet to award, so the test is whether the field's open-sharing culture survives this precedent.

WHO IT HITSAcademic mathematicians who routinely share incomplete ideas with colleagues may become more cautious about discussing their work, while AI companies including OpenAI could face heightened scrutiny from researchers and institutions demanding assurances that chat logs are not used to train models.

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Context & Analysis

The controversy stems from how OpenAI arrived at its result. According to the company, it began working on the problem after hearing rumors on Twitter that other researchers were making progress on Millennium Prize problems, and it later realized those rumors concerned Buckmaster and Levent Alpöge, a researcher at Anthropic. Buckmaster said he contacted OpenAI after learning the company was aware of his progress, to ask when it began working on the problem and what data its model had been trained on, and that the conversation quickly turned sour.

OpenAI has denied using any specific user data, but it could not conclusively rule out an indirect influence, saying that while unlikely, it cannot rule out that de-identified data derived from their usage of its products helped improve its models. That ambiguity compounds the unease. Several mathematicians said the mere thought that AI systems might steal ideas from their queries is chilling, and that they may become more cautious about sharing work in progress.

What happens next hinges on whether OpenAI or other AI companies can convincingly assure researchers that their chat logs are not used to improve models. The Clay Mathematics Institute has yet to award the $1 million bounty, and OpenAI says it does not intend to claim it. Still, some professors wonder whether this marks the beginning of the end for AI companies' involvement in research mathematics, or whether such races will remain rare because only a few problems are worth the vast sums involved.

FAQ
How long did OpenAI's model take to solve the Navier-Stokes problem?
OpenAI said its model took just 88 hours to find a solution to the Navier-Stokes problem, which has stumped human researchers for close to 90 years.
Did OpenAI access Buckmaster's data to solve the problem?
OpenAI flatly denied using any specific user data, but said that while unlikely, it cannot rule out that de-identified data derived from their usage of its products helped improve its models.
Will OpenAI claim the $1 million prize for solving the problem?
OpenAI said it has no intention of claiming the bounty, which has yet to be awarded by the Clay Mathematics Institute.

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