Combinatorics·OpenAI Math·Result 157·Lean formalisation listed
Graph coloring, clique minors, and Colin de Verdière invariants
One of the 372 results in OpenAI's public mathematics catalogue, filed under combinatorics: 3 preprints, the latest dated 23 September 2026. This page quotes OpenAI's own summary of the claim, links the papers and abstracts, and embeds the animation.
What OpenAI claims
Disproves Hadwiger's conjecture even for fractional coloring: arbitrarily large finite simple graphs with independence number at most two satisfy χf(G) > h(G), where h(G) is the largest clique-minor order. Also disproves the fractional Colin de Verdière chromatic bound χf(G) ≤ μ(G)+1. In the positive direction, every finite nonempty graph satisfies χlist(G) ≤ C h(G) for a universal constant C. (Lean)
Papers (3)
A counterexample to Hadwiger's conjecture
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.
A counterexample to the Colin de Verdière chromatic conjecture
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.
A linear list-coloring bound in terms of the Hadwiger number
We prove that every finite nonempty graph G satisfies χlist(G) ≤ 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.
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 OpenAI posted 3 preprints, the latest dated 23 September 2026; it has not been peer reviewed, so treat the result as OpenAI's claim until other mathematicians have checked it.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?
- Disproves Hadwiger's conjecture even for fractional coloring: arbitrarily large finite simple graphs with independence number at most two satisfy χf(G) > h(G), where h(G) is the largest clique-minor order. Also disproves the fractional Colin de Verdière chromatic bound χf(G) ≤ μ(G)+1. In the positive direction, every finite nonempty graph satisfies χlist(G) ≤ C h(G) for a universal constant C. (Lean)
- Where is the proof?
- In the paper, A counterexample to Hadwiger's conjecture (PDF).
- Is there a video?
- Yes, on YouTube (0:21).
Also in
- Chapter 8 of 83 in Every OpenAI Math Result, Part 1 of 4: Goldfeld's Conjecture and 82 More · starts at 2:26 · watch from there on YouTube →
The video
Hadwiger's Conjecture: OpenAI Claims a Counterexample · Short · 0:21 · description, sources and transcript →
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