Theoretical computer science·OpenAI Math·Result 108·Lean formalisation listed

A cubic permanent–determinant lower bound

One of the 372 results in OpenAI's public mathematics catalogue, filed under theoretical computer science: 1 preprint, the latest dated 24 September 2026. This page quotes OpenAI's own summary of the claim, links the paper and abstract, and embeds the animation.

In one line: OpenAI reports a proof of a cubic permanent–determinant lower bound (theoretical computer science) in a preprint dated 24 September 2026. It has not been peer reviewed. The channel's animation, Every OpenAI Math Result, Part 1 of 4: Goldfeld's Conjecture and 82 More, is on YouTube.

Compilation · 28:48 · 14 October 2026 · from 24:19Watch on YouTube →

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Chapter 71 of 83 in Every OpenAI Math Result, Part 1 of 4: Goldfeld's Conjecture and 82 More · starts at 24:19 · watch from there on YouTube →

What OpenAI claims

Proves an Ω(n3) lower bound for the border determinantal complexity of the n× n permanent over ℂ. Even coefficientwise limits of determinants of affine-linear matrices require matrix size at least cn3, for an absolute c > 0 and all sufficiently large n; the same bound therefore holds for exact representations. (Lean)

Paper

  1. A cubic lower bound for border determinantal complexity of the permanent

    · Preprint, not peer reviewed · PDF

    OpenAI's abstract We prove that the complex border determinantal complexity of the m× m permanent is Ω(m3), allowing arbitrary affine-linear determinant representations and coefficientwise limits. It also gives cubic lower bounds for exact determinantal complexity and for the numbers of vertices and edges in affine-linear algebraic branching programs, including coefficientwise limits with a fixed vertex or edge budget.

Status

Preprint. The paper has not been independently reviewed. Treat the result as OpenAI's claim until other mathematicians have checked it. If a video exists, it illustrates the statement; it is not the proof.

Quick answers

Is it proven?
Not independently yet. OpenAI posted a preprint on 24 September 2026; it has not been peer reviewed, so treat the result as OpenAI's claim until other mathematicians have checked it.
What exactly does OpenAI claim?
Proves an Ω(n3) lower bound for the border determinantal complexity of the n× n permanent over ℂ. Even coefficientwise limits of determinants of affine-linear matrices require matrix size at least cn3, for an absolute c > 0 and all sufficiently large n; the same bound therefore holds for exact representations. (Lean)
Is there a video?
Yes, on YouTube (28:48, chapter 71).

Also in

The video

Every OpenAI Math Result, Part 1 of 4: Goldfeld's Conjecture and 82 More · Compilation · 28:48 · chapter 71 from 24:19 · description, sources and chapters →

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