Probability and statistical mechanics·OpenAI Math·Result 213·Lean formalisation listed

Critical percolation on every quasi-transitive graph

One of the 372 results in OpenAI's public mathematics catalogue, filed under probability and statistical mechanics: 2 preprints, the latest dated 24 September 2026. This page quotes OpenAI's own summary of the claim, links the papers and abstracts, and embeds the animation.

Short · 0:12 · 9 October 2026Watch on YouTube →

What OpenAI claims

Resolves the Benjamini–Schramm criticality conjecture for bond percolation on every infinite connected locally finite quasi-transitive graph with pc < 1: at the critical probability, there is almost surely no infinite cluster. The family also establishes this conclusion for both nearest-neighbor bond and site percolation on ℤ3. (Lean)

Papers (2)

  1. Critical bond and site percolation on the cubic lattice

    · Preprint, not peer reviewed · PDF

    We prove that nearest-neighbor Bernoulli bond and site percolation on ℤ3 have no infinite cluster at their respective critical parameters. The proof combines a finite connection inequality for independent hyperedges with a finite-scale extension estimate and an adaptive exploration.

  2. No percolation at criticality on quasi-transitive graphs

    · Preprint, not peer reviewed · PDF

    We prove that critical Bernoulli bond percolation has no infinite cluster on any infinite connected locally finite quasi-transitive graph with critical probability less than one. This resolves the bond form of the criticality conjecture of Benjamini and Schramm.

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.

The video

Critical Percolation on a Cubic Lattice · Short · 0:12 · description, sources and transcript →

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