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Polynomial Hitting Lists for Noncommutative Rational Formulas

OpenAI · September 24, 2026

Lean

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Abstract

We construct, in deterministic polynomial bit time, a polynomial-size list of rational matrix tuples for noncommutative rational formulas over ℚ of bounded tree size. Every nonzero admissible formula has a defined, invertible value at one tuple, with no separate bounds on inverse nesting or rational constant heights. Matrix dimensions, entry bit lengths, and total output length are polynomially bounded.

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Cite

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