Dynamical systems and ergodic theory·OpenAI Math·Result 153
Arithmetic classification and non-Pisot singularity for Bernoulli convolutions
One of the 372 results in OpenAI's public mathematics catalogue, filed under dynamical systems and ergodic theory: 1 preprint, the latest dated 3 October 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 result titled ‘Arithmetic classification and non-Pisot singularity for Bernoulli convolutions’ (dynamical systems and ergodic theory) in a preprint dated 3 October 2026. It has not been peer reviewed. The channel's animation, Every OpenAI Math Result, Part 2 of 4: PCP for PPAD, Birkhoff Conjecture and 82 More, is on YouTube.
Chapter 15 of 84 in Every OpenAI Math Result, Part 2 of 4: PCP for PPAD, Birkhoff Conjecture and 82 More · starts at 4:51 · watch from there on YouTube →
What OpenAI claims
Classifies singular and absolutely continuous unbiased Bernoulli convolutions for every λ ∈ (0,1) by an infinite, one-sided approximation condition using explicit finite sets of algebraic units. It also proves singularity at reciprocals of every quartic Salem number in (1,2), giving examples beyond reciprocal Pisot parameters.
Paper
Arithmetic classification and non-Pisot singularity for Bernoulli convolutions
OpenAI's abstract We give an arithmetic classification of singular and absolutely continuous unbiased Bernoulli convolutions for every parameter λ ∈ (0,1). The criterion is expressed through one-sided approximation by explicitly defined finite sets of algebraic units; it is an infinite approximation condition, not a finite membership algorithm. We also establish singular examples beyond reciprocals of Pisot numbers: singularity holds at the reciprocal of every quartic Salem number in (1,2) and at the reciprocal of a specified non-Pisot root of an explicit degree-31 polynomial.
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 OpenAI posted a preprint on 3 October 2026; it has not been peer reviewed, so treat the result as OpenAI's claim until other mathematicians have checked it.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?
- Classifies singular and absolutely continuous unbiased Bernoulli convolutions for every λ ∈ (0,1) by an infinite, one-sided approximation condition using explicit finite sets of algebraic units. It also proves singularity at reciprocals of every quartic Salem number in (1,2), giving examples beyond reciprocal Pisot parameters.
- Where is the proof?
- In the paper, Arithmetic classification and non-Pisot singularity for Bernoulli convolutions (PDF).
- Is there a video?
- Yes, on YouTube (29:10, chapter 15).
Also in
- Chapter 8 of 9 in Birkhoff Conjecture, Zero Entropy and 7 More in Dynamical Systems and Ergodic Theory · starts at 2:27 · watch from there on YouTube →
The video
Every OpenAI Math Result, Part 2 of 4: PCP for PPAD, Birkhoff Conjecture and 82 More · Compilation · 29:10 · chapter 15 from 4:51 · description, sources and chapters →
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