The Merino-Welsh conjecture (Merino and Welsh 1999) asserts that every connected graph
without graph loops or graph
bridges satisfies
|
(1)
|
Here
is the Tutte polynomial. The three quantities
count graph orientations having no directed
cycles, graph orientations
in which every edge lies on a directed cycle,
and spanning trees, respectively.
The multiplicative Merino-Welsh conjecture (Conde and Merino 2009) is the stronger inequality
|
(2)
|
It remains open for graphs. Its direct extension to matroids without loops or coloops was refuted by Beke et al. (2024). A matroid loop belongs to no matroid basis, while a coloop belongs to every matroid basis.
Csikvári (2026) conjectured a sharp universal replacement for matroids. Let
be the largest real polynomial root of
|
(3)
|
Liu (2026) reported a proof that every finite matroid
of this type satisfies
|
(4)
|
Known counterexamples for every make
the least nonnegative universal parameter. More precisely,
if
has
elements and
connected components, then for
,
|
(5)
|
Examples in Liu (2026) show that the exponential rate is sharp throughout this interval.
Liu (2026) reports that GPT-6 Astra and Claude Opus 5 assisted with mathematical exploration, proof development, exact computation, and code. As of Sep. 27, 2026, the result had not undergone external peer review, and the rational replacement table used by the proof had not been independently recomputed.
Chen and Xie (2026) gave a separate direct inductive proof of the universal threshold inequality
for loopless and coloopless matroids. This is the same
threshold already covered by Liu (2026), not a proof of the original multiplicative
conjecture for graphs.
For chordal graphs, the original multiplicative inequality has been proved. Xu et al. (2026) showed that every connected bridgeless
simple chordal graph satisfies . Xu et al. (2026) report
using ChatGPT to explore possible approaches to the proof.
Chen et al. (2026) determined the smallest multiplicative counterexample among parallel thickenings of uniform matroids of matroid rank on
elements with
. It has 62 elements and is obtained by replacing
each element of the rank-21 uniform matroid on
31 elements by two parallel copies. Every
-thickening in this family with
satisfies the inequality. The 62-element minimum is
restricted to this family and is not asserted over all matroids
or over graphs.