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One Rational Matrix Hitting Point for Noncommutative Formulas

OpenAI · September 24, 2026

Lean

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Abstract

We construct, in deterministic polynomial bit time, one tuple of rational matrices that detects every nonzero polynomial computed by a noncommutative division-free formula of a prescribed size. The matrices have dimension $O(ns^2)$ for n variables and formula size s, and the same tuple works over every field of characteristic zero.

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Cite

@misc{OAI:One-Rational-Matrix-Hitting-Point-for-Noncommutative-Formulas-September-24-2026,
  author = {{OpenAI}},
  title = {{One Rational Matrix Hitting Point for Noncommutative Formulas}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/One-Rational-Matrix-Hitting-Point-for-Noncommutative-Formulas-September-24-2026/One-Rational-Matrix-Hitting-Point-for-Noncommutative-Formulas-September-24-2026.pdf}{OAI:One-Rational-Matrix-Hitting-Point-for-Noncommutative-Formulas-September-24-2026}},
  year = {2026}
}

Lean formalization

OpenAI provides Lean files for this family: lean/docs/116.md. The Lean statements have not been checked by people against the paper's claims.

Family 116: Uniform black-box noncommutative identity testing across characteristics

For each characteristic, constructs in deterministic polynomial bit time a polynomial-dimensional matrix tuple detecting every nonzero division-free noncommutative formula of bounded size over any field of that characteristic. Rational formulas over ℚ also admit polynomial-size hitting lists whenever they have a defined rational-matrix evaluation.

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