Operator algebras·OpenAI Math·Result 300

Approximation and quadratic strong-operator paving

One of the 372 results in OpenAI's public mathematics catalogue, filed under operator algebras: 2 preprints, the latest dated 25 September 2026. This page quotes OpenAI's own summary of the claim, links the papers and abstracts, and embeds the animation.

In one line: OpenAI reports a result titled ‘Approximation and quadratic strong-operator paving’ (operator algebras) in 2 preprints, the latest dated 25 September 2026. It has not been peer reviewed. The channel's animation, Every OpenAI Math Result, Part 3 of 4: Operator Paving, Naimark's Problem and 82 More, is on YouTube.

Compilation · 29:20 · 14 October 2026 · from 2:48Watch on YouTube →

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Chapter 9 of 84 in Every OpenAI Math Result, Part 3 of 4: Operator Paving, Naimark's Problem and 82 More · starts at 2:48 · watch from there on YouTube →

What OpenAI claims

Proves that every self-adjoint element of a complex von Neumann algebra admits strong-operator paving relative to any maximal abelian subalgebra with O(ε-2) blocks. The norm bound holds after compression by a projection arbitrarily close to the identity in the strong topology, resolving the Popa–Vaes quadratic paving conjecture.

Papers (2)

  1. Approximation Paving over Arbitrary Maximal Abelian Subalgebras

    · Preprint, not peer reviewed · PDF

    OpenAI's abstract We prove the approximation-paving conjecture of Popa and Vaes for every maximal abelian subalgebra of a complex von Neumann algebra. For each 0 < ε < 1, every self-adjoint operator is a strong limit of self-adjoint operators of norm at most three times its norm, each admitting a norm paving with error at most ε times the approximant's own norm. The number of projections is at most Cε-6 for a universal constant C. No separability or conditional-expectation hypothesis is required.

  2. Quadratic Strong-Operator Paving over Arbitrary Maximal Abelian Subalgebras

    · Preprint, not peer reviewed · PDF

    OpenAI's abstract We prove the quadratic strong-operator paving conjecture of Popa and Vaes. For every 0 < ε < 1, every self-adjoint element of a von Neumann algebra admits strong-operator paving over each maximal abelian subalgebra with at most 5×108ε -2 projections. The bound is uniform over representations and requires no separability or conditional-expectation assumption.

Status

Preprint. The papers have 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 2 preprints, the latest dated 25 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 that every self-adjoint element of a complex von Neumann algebra admits strong-operator paving relative to any maximal abelian subalgebra with O(ε-2) blocks. The norm bound holds after compression by a projection arbitrarily close to the identity in the strong topology, resolving the Popa–Vaes quadratic paving conjecture.
Is there a video?
Yes, on YouTube (29:20, chapter 9).

Also in

The video

Every OpenAI Math Result, Part 3 of 4: Operator Paving, Naimark's Problem and 82 More · Compilation · 29:20 · chapter 9 from 2:48 · description, sources and chapters →

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