NYU Mathematician Accuses OpenAI of Using Unpublished Data for GPT-4

NYU mathematician Dr. Alex Kim claims that OpenAI engaged in unethical tactics to find a solution to the Navier‑Stokes existence and smoothness problem, a question that carries a $1 million bounty from the Clay Mathematics Institute. Kim alleges the company used proprietary data sets and undisclosed research to train its GPT‑4 model, allowing it to generate a purported solution that it then submitted for the prize. The claim surfaced after OpenAI announced a partnership with the Institute to explore AI‑assisted proof discovery, sparking controversy over the boundaries of academic integrity in machine‑learning research.

The Navier‑Stokes problem is one of the seven Millennium Prize Problems, and a solution would settle a fundamental question about the behavior of fluids in three dimensions. The Clay Mathematics Institute has offered a $1 million reward for a rigorous proof since 1993, and the problem is central to fields ranging from aeronautics to climate science. For decades, mathematicians have tried to prove that solutions to the equations always exist and remain smooth over time, but no one has yet succeeded. A machine‑generated proof would be a landmark achievement, but it also raises questions about how AI can contribute to mathematical discovery while respecting intellectual property and peer review.

Kim says that OpenAI’s approach involved “fighting dirty” by incorporating unpublished papers and private datasets that were not freely available. According to the mathematician, the company’s engineers used the bounty to pressure researchers into sharing confidential work, and the resulting AI model was then used to produce a solution that bypassed standard peer‑review protocols. OpenAI has denied these allegations, stating that its training data come exclusively from public sources and that it follows strict ethical guidelines. The company has announced an internal review and said it will cooperate with any external investigation.

The case is now being investigated by the U.S. Federal Trade Commission, which is looking into potential violations of data‑usage laws. The Clay Mathematics Institute has also expressed concern and said it will review its partnership terms. If the allegations