Graph coloring, clique minors, and Colin de Verdière invariants
OpenAI groups related papers into a “family”. OpenAI’s catalogue describes this one:
Disproves Hadwiger’s conjecture even for fractional coloring: arbitrarily large finite simple graphs with independence number at most two satisfy \(\chi_f(G)\gt h(G)\), where \(h(G)\) is the largest clique-minor order. Also disproves the fractional Colin de Verdière chromatic bound \(\chi_f(G)\le\mu(G)+1\). In the positive direction, every finite nonempty graph satisfies \(\chi_{\mathrm{list}}(G)\le C h(G)\) for a universal constant C. (OpenAI’s Lean note)
Lean is a language for mathematical statements and proofs that a computer can verify. The assessments below ask whether those statements express the result OpenAI describes here.
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Thus Hadwiger’s conjecture and its fractional-coloring weakening \chi_f(G)\le h(G) are false.
The release does not say which paper theorem its catalogue describes. Both statements above are shown whole: the paper’s main theorem first, then the statement that shares the most wording with the description. The atlas has not reviewed either choice.
Six more possible matches
Theorem 1.1in A counterexample to the Colin de Verdière chromatic conjecture, 23 September 2026.
Corollary 1.3(Fractional-colouring obstruction)in A counterexample to the Colin de Verdière chromatic conjecture, 23 September 2026.
Corollary 1.4(A linear list-colouring bound)in A counterexample to the Colin de Verdière chromatic conjecture, 23 September 2026.
Corollary 1.2in A linear list-coloring bound in terms of the Hadwiger number, 23 September 2026.
Theorem 1.2(Base graphs)in A counterexample to the Colin de Verdière chromatic conjecture, 23 September 2026.
Theorem 1.1in A linear list-coloring bound in terms of the Hadwiger number, 23 September 2026.
Reported proof verification
Two Lean statements in the release; independent groups report that Comparator accepted runs for all these files at the version shown here.
We disprove Hadwiger’s conjecture by constructing arbitrarily large graphs whose chromatic number exceeds their Hadwiger number. The examples have independence number at most two, and even their ordinary fractional chromatic number exceeds their Hadwiger number. Thus they also disprove the fractional-coloring weakening discussed by Reed and Seymour.
We disprove the Colin de Verdière chromatic conjecture by constructing graphs whose chromatic number exceeds their Colin de Verdière invariant by more than one. The examples have independence number at most two. In fact, their ordinary fractional chromatic number also exceeds their Colin de Verdière invariant by more than one.
We prove that every finite nonempty graph G satisfies \(\chi_{\mathrm{list}}(G)\le C h(G)\) for an absolute integer C, where \(h(G)\) is the largest order of a clique minor. This resolves the Linear List Hadwiger conjecture affirmatively.
Two Lean statements in this family
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HadwigerCounterexample
The paper states
It is paired with Corollary 1.2 and Theorem 1.1, each shown below.
This file states the theorem with sorry, a placeholder, in place of its proof. OpenAI supplies a separate proof file. Comparator tests whether that proof proves the statement here.
ListHadwiger.lean, the release lists it as a supporting statement.
defMainStatement : Prop := ∃ C : ℕ, 1 ≤ C ∧ ∀ (V : Type) [Fintype V] [Nonempty V] (G : SimpleGraph V), listChromaticNumber G ≤ C * hadwigerNumber G⋮theoremmain_theorem : MainStatement := bysorry
This file states the theorem with sorry, a placeholder, in place of its proof. OpenAI supplies a separate proof file. Comparator tests whether that proof proves the statement here.
three independent groups report that Comparator accepted runs for this Lean statement file: cert-machine; MathVet; Neal McBurnett, openai-math-lean-tooling. Who ran the proof-verification program
cert-machine records it as “CERTIFIED”.
MathVet records it as “comparator-sandboxed-pass”.
Neal McBurnett, openai-math-lean-tooling records it as “accepted”.
Other mathematical statements in OpenAI’s Lean library
Atlas found these propositions by scanning the text of the project’s Model.lean file. Each name links to its definition, with any associated statement file beside it. This list does not record running Lean to interpret or verify those definitions.
Independent comparisons and proof-verification reports
Does the Lean express the advertised result?
Neither group finds that the Lean statements express or imply the whole advertised result. They describe what the statements express in different terms.
MathVet and Carlos Toledo’s cert-machine independently assessed whether this family’s Lean statements express the whole result OpenAI describes in its catalogue. These are assessments of the family as a whole, not of each paper theorem separately.
MathVet finds that the Lean statements express part of the advertised result (their term: “partial”).
Their note:HadwigerCounterexample states, for every M, a graph on Fin m with m >= max M 5, indepNum <= 2 and h(G) < 26m/75+2/3 < m/2 <= chi(G); the first-named claim follows by the routine bound chi_f(G) >= |V(G)|/alpha(G) >= m/2 (sum the vertex constraints of a fractional colouring; the paper does exactly this), although chi_f itself is not defined in the Lean. The summary’s co-equal second claim ('Also disproves’ the fractional Colin de Verdiere bound chi_f(G) <= mu(G)+1, the subject of a separate paper with a separate matrix-rank argument) has no challenge statement: no mu, well-signed matrix or Strong Arnold Property appears in either file. The positive list-colouring claim is stated verbatim by ListHadwiger.
Definitions the group asks readers to compare with the paper:HasCliqueMinor: t branch sets B : Fin t -> Set V, each nonempty and connected in G.induce (Mathlib’s Connected includes Nonempty), pairwise disjoint and pairwise joined by an edge; the standard K_t-minor definition; hadwigerNumber: sSup {t | HasCliqueMinor G t}, the largest clique-minor order h(G); the set is bounded by |V| for the finite V used (Fin m, Fintype V), so sSup is a true max; standard; IsTouchingMatching / connectedMatchingNumber: sets of 2-element cliques (edges), pairwise disjoint and pairwise joined by an edge between their endpoint sets, maximised via sSup; the paper’s ‘connected matching’ (cm), standard for this paper; listChromaticNumber: sInf {k | Choosable G k} with Choosable quantifying over every Color : Type and every list assignment of size >= k; the standard list chromatic number for finite G (set contains |V|, so sInf is the true minimum); junk value 0 for infinite G is excluded by [Fintype V] in MainStatement; MainStatement: a Prop-valued def, the type of main_theorem; exists C : N with 1 <= C chosen before V and G, so C is universal; [Fintype V] [Nonempty V] restrict to finite nonempty graphs as in the paper; standard; G.indepNum and G.chromaticNumber (Mathlib): standard; the statement adds chromaticNumber != top and chromaticNumber = ofNat(toNat) so the toNat casts are faithful; chi_f (fractional chromatic number): not defined anywhere in the Lean (Mathlib at the pinned revision has no such definition); the fractional form of the primary claim is recovered only outside Lean from alpha <= 2 and chi_f >= |V|/alpha
“partial”, in their words: Only a special case is stated, or a co-equal headline claim has no challenge statement.
Their method: An independent, model-assisted, pre-referee reading of each family’s challenge statements against its headline claim under a published rubric (PROTOCOL.md), with its own Comparator runs per challenge.
cert-machine finds that the Lean statements express a narrower statement than the advertised result (their term: “NARROWER — DECLARED”).
The gap they name:The Colin de Verdière clause is not stated. The fractional clause is not stated as such (no χ_f), though it follows from the stated α ≤ 2 and h < m/2.
“NARROWER — DECLARED”, in their words: The challenge statements state less than the headline, and OpenAI’s Lean note says so.
Their method: Every Comparator challenge re-run on Linux with nanoda switched on, decided by a preregistered rule.
Hadwiger’s conjecture predicts $\chi(G)\le h(G)$ for every finite graph, where $h(G)$ is the largest clique-minor order. The formalization constructs arbitrarily large finite simple counterexamples with independence number at most two. For a graph on $m$ vertices it proves
$h(G)<26m/75+2/3<m/2\le\chi(G)$.
This disproves the ordinary chromatic form. The paper’s fractional-chromatic strengthening and the Colin de Verdière consequence are outside this selected statement.
The Linear List Hadwiger conjecture asks for a universal linear bound on list chromatic number in terms of clique-minor size. The formalization proves that there is one integer $C\ge1$ such that every finite nonempty simple graph $G$ satisfies $\chi_{\mathrm{list}}(G)\le C h(G)$, where $h(G)$ is the largest order of a clique minor. The constant is independent of the graph.
AI-drafted comparisons, with no recorded human review
Arbitrarily large counterexamples to Hadwiger’s conjectureHadwigerCounterexample
Unreviewed AI draft: states a consequence of a paper’s theorem. States the ordinary-chromatic part of the paper’s corollary disproving Hadwiger’s conjecture (graphs with independence number at most two and h(G) < 26m/75 + 2/3 < m/2 ≤ χ(G)). The main theorem’s matching bound and the fractional strengthening are outside the statement.
Linear list-coloring bound in the Hadwiger numberListHadwiger
Unreviewed AI draft: states a paper’s theorem as the paper does. States the main theorem of the list-colouring paper: one constant C with list chromatic number at most C times the Hadwiger number for every finite graph.
Who ran the proof-verification program?
These groups report running Comparator with the release’s Lean statement files. For a configured theorem, it verifies OpenAI’s separate proof against the exact statement; some files instead configure definitions for comparison by name and type. Each row is the named group’s report. Atlas has not repeated the runs.
These reports do not list the software versions, proof-verification programs, axioms, time or memory in separate fields. Any such details in a report’s prose are reproduced below.
Arbitrarily large counterexamples to Hadwiger’s conjectureHadwigerCounterexample
Two reports, all at the release’s recorded version.
Reported by
Their word
Their account
Date
Original report
cert-machine
“CERTIFIED”
Re-run through Comparator with the independent nanoda kernel switched on: Lean’s kernel and nanoda both accept OpenAI’s solution.
These reports examine claims in the papers using exact calculations for finite claims, independently of the release’s Lean proofs. Read each report for the exact claim it covers.
What these papers cite in the release, and what cites them
These links come from the papers’ bibliographies. A citation records that one paper cites another; how each cited result is used has not been examined here.
Papers elsewhere in the release that this family’s papers cite
This family’s papers cite no paper elsewhere in the release.
Papers elsewhere in the release that cite this family’s papers
No paper elsewhere in the release cites this family’s papers.
Follow-up work by others
anxkhn, Series of 15 issues and 15 draft PRs adding release results to Formal Conjectures (issues 6972 to 6997, PRs 6977 to 7002), 8 October 2026. Source
Proposes adding the release’s linear list-colouring bound in terms of the Hadwiger number to Formal Conjectures (issue 6976, PR 6981).
References outside the release
Each paper’s outside references are listed with it on its reading page, where each citation is placed. Every outside work cited in the release: References outside the release
Explain a result, compare statements or propose a correction
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Commentary on this family by others, dated and credited. It is commentary, not a finding.
An unsigned public tier list, the OpenAI Math Tier List, classes it as a proof and rates its significance, if it holds up, as “Career-defining publication”. The page says that nothing on it is verified.
Robert Joseph George, Do the Lean statements in openai/math match their papers?, 7 October 2026. Source
The headline claims counterexamples to Hadwiger’s conjecture, but the formalised statement is only a list-colouring bound.
Questions awaiting review
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Read the Lean statement against the paper
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An AI agent drafted an assessment of which part of the paper this Lean statement expresses. No named human review is recorded.Open the form
Identify the theorem the catalogue describes
Family 157The theorem shown was selected from shared wording with OpenAI’s description. Atlas records no review confirming that it is the theorem the description means.Open the form
Address a question raised in an independent assessment
Only a special case is stated, or a co-equal headline claim has no challenge statement.
Their method
An independent, model-assisted, pre-referee reading of each family’s challenge statements against its headline claim under a published rubric (PROTOCOL.md), with its own Comparator runs per challenge. Its protocol describes a planned error-rate study; this import does not establish that the study has been completed.
The challenge statements state less than the headline, and OpenAI’s Lean note says so.
Their method
Every Comparator challenge re-run on Linux with nanoda switched on, decided by a preregistered rule; every family’s challenge statements read against OpenAI’s headline, clause by clause. Decider: Comparator (leanprover/comparator d03acab1 = tag v4.34.0, built with the release’s toolchain v4.34.1), lean4export 076e8e57, landrun 811cfff5, nanoda_lib 3a240721 — on GitHub’s Linux runners…
Re-run through Comparator in a sandboxed virtual machine: accepted.
Date
10 October 2026
Version
at the release’s recorded version
Their method
An independent, model-assisted, pre-referee reading of each family’s challenge statements against its headline claim under a published rubric (PROTOCOL.md), with its own Comparator runs per challenge.
Re-run through Comparator in a sandboxed virtual machine: accepted.
Date
8 October 2026
Version
at the release’s recorded version
Their method
An independent, model-assisted, pre-referee reading of each family’s challenge statements against its headline claim under a published rubric (PROTOCOL.md), with its own Comparator runs per challenge.
Re-run through Comparator with Lean’s kernel: accepted (the check took 165 s; peak memory 6.3 GiB).
Date
11 October 2026
Version
at the release’s recorded version
Their method
Each challenge’s solution is built and checked by Comparator at the pinned release, on Lean leanprover/lean4:v4.34.1, recording the verdict, the check time and the peak memory.
Exact calculations for finite claims, cert-machine
Their verdict
“NEEDS DATA”
Claim tested or proved
Cannot be decided from the release: the specific object the argument relies on is not published.
Detail
NOT PUBLISHED. Theorem thm:main in build/sections/01-introduction.tex lines 20-27; sampling of raw vertices in build/sections/02-geometry.tex lines 258-320; parameter order in build/sections/14-parameters.tex.
Exact calculations for finite claims, cert-machine
Their verdict
“NEEDS DATA”
Claim tested or proved
Cannot be decided from the release: the specific object the argument relies on is not published.
Detail
NOT PUBLISHED. Theorem thm:main at build/sections/01-introduction.tex line 42; base graphs Theorem thm:base-graphs at line 147; ‘m=2^{1000gN} is the sampled graph order’ at lines 315-317.
three independent groups report that Comparator accepted runs for this Lean statement file: cert-machine; MathVet; Neal McBurnett, openai-math-lean-tooling.