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 It has not been peer reviewed.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.
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)
Approximation Paving over Arbitrary Maximal Abelian Subalgebras
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.
Quadratic Strong-Operator Paving over Arbitrary Maximal Abelian Subalgebras
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.
- Where is the proof?
- In the paper, Approximation Paving over Arbitrary Maximal Abelian Subalgebras (PDF).
- Is there a video?
- Yes, on YouTube (29:20, chapter 9).
Also in
- Chapter 8 of 9 in Kaplansky's Quasitrace Conjecture, Naimark's Problem and 7 More in Operator Algebras · starts at 2:26 · watch from there on YouTube →
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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