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 It has not been peer reviewed.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.
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
A cubic lower bound for border determinantal complexity of the permanent
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 OpenAI posted a preprint on 24 September 2026; it has not been peer reviewed, so treat the result as OpenAI's claim until other mathematicians have checked it.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)
- Where is the proof?
- In the paper, A cubic lower bound for border determinantal complexity of the permanent (PDF).
- Is there a video?
- Yes, on YouTube (28:48, chapter 71).
Also in
- Chapter 4 of 10 in Unique Games Conjecture, Bin Packing and 8 More in Theoretical Computer Science · starts at 1:04 · watch from there on YouTube →
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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