November 14, 2026 Understand what changes. Find what to use.

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OpenAI says it has three new results in mathematics, computing and physics

OpenAI announced three results it presents as advances in mathematics, computer science and physics. The mathematical work, released on GitHub, claims to prove the Kakeya conjecture in all dimensions; the computer science work describes a subexponential algorithm for counting satisfying assignments of fixed-width CNF formulas and, the company says, refutes the Exponential Time Hypothesis (ETH). A group led by Russell Impagliazzo, Ramamohan Paturi and Ryan Williams will examine the proof and published an open letter seeking feedback from the community. The physics result, which has not been fully released, concerns a rigorous proof about quantum field theories with gauge fields and fermions in four dimensions, including quantum chromodynamics.

TechCrunch reported that Anthropic mathematician Levent Alpöge suggested OpenAI’s work was based on prior research, and that Anthropic later released its own refutation of ETH. The Verge reported that researchers welcomed consultation with outside experts but criticized barriers to public scrutiny.

Why it matters · editorial interpretation

Review by the expert group and feedback from the community will be important for assessing the mathematical and computer science claims, especially because researchers criticized barriers to public analysis. Disagreement over prior work and Anthropic’s later refutation of the ETH also reinforce the need for independent scrutiny.

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