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OpenAI Claims Resolution of Navier-Stokes, Estimated Cost Up to $40M

Models & LLM·Tom Levy·

OpenAI Claims Resolution of Navier-Stokes, Estimated Cost Up to $40M

OpenAI Claims Resolution of Navier-Stokes, Estimated Cost Up to $40M
Key Takeaways
1OpenAI claims to have solved the Navier-Stokes equations using 10,000 AI agents and 130 billion output tokens
2LisanBench estimates the total cost of the operation to be between $10 million and $40 million
3Two mathematicians contest the use of their data, which OpenAI denies having used directly
Why it matters : The scale of the technical and financial resources mobilized, along with questions about the origin of the training data, illustrate the current stakes of generative AI.

OpenAI claims to have found a solution to the Navier-Stokes equations, mobilizing 10,000 AI agents and generating 130 billion tokens of output. LisanBench estimates the total cost between $10 million and $40 million. Two mathematicians contest the use of their data, which OpenAI denies having used directly.

LisanBench estimates the output at $6.5 million and the total at $10–40 million

LisanBench, a benchmark evaluator for language models, estimates that the output tokens alone would have cost around $6.5 million at OpenAI's average public rate. Considering a significantly higher input volume, the total cost could reach between $10 million and $40 million. According to OpenAI, about 10,000 AI agents worked in parallel on the proof, which was obtained after 88 hours, followed by 17 hours of verification. The agents generated 130 billion tokens of output and exchanged 2.7 million messages during the process.

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Doubts about training data, OpenAI denies direct access

Mathematicians Tristan Buckmaster and Levent Alpöge have expressed reservations about the use of their research data for training OpenAI's models. The company claims it did not have direct access to their work, while noting that it cannot rule out that de-identified data from the use of its products by these researchers may have contributed to the improvement of its models. Sam Altman, CEO of OpenAI, reacted to the announcement by joking that AI was a bubble.

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