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Martinsson-Steiner Conjecture on Fractional Chromatic Number

Is the fractional chromatic number of every dd-degenerate triangle-free graph at most (1+o(1))dlogd(1+o(1))\frac{d}{\log d}, with a matching lower bound, as conjectured by Martinsson and Steiner? The upper bound is confirmed constructively for graphs of girth at least 55, and the conjectured lower bound is established in a stronger form for every fixed girth; the original triangle-free case remains open.

Result
Proved(see note)
Status
Partial result
AI contribution
AI co-developed
Method
Argument
Field
Graph coloring
Posed by
Anders Martinsson, Raphael Steiner
Year posed
Years open
Solved
2026-07-28
Model
ChatGPT 5.5 Pro
Vendor
OpenAI
Collaborators
Peter Allen, Abhishek Dhawan, Jonathan A. Noel
Verification
Unreviewed
Publication
Preprint
Significance
10 / 100
Disclosed cost
Wikipedia
No dedicated article

What was actually shown

girth >= 5 case; the triangle-free case remains open

What the AI did

The model solved an optimization problem the authors formulated to determine the correct shape of the fractional clique function, checked and simplified probabilistic and algebraic estimates, helped draft some calculations, and pointed the authors to a key reference. The construction and overall strategy are the authors', who take full responsibility.

Verification

arXiv preprint; not yet peer-reviewed.

Source

arXiv:2607.26271 - Sharp bounds for the fractional chromatic number of high-girth d-degenerate graphs

Discussion