4. The equality case of Ehrhart’s volume conjecture PDF arXiv:2608.01040
Jihao Liu
AI-generated note · posted here 1 August 2026 · revised version posted to arXiv 2 August 2026
On August 1, 2026, OpenAI released the report
Ten Advances in Mathematics
and Theoretical Computer Science, in which an internal version of its Astra
model proved the inequality part of Ehrhart’s volume conjecture (1964), the eighth
of the ten results. The conjecture concerns a very intuitive statement: an
n-dimensional convex body whose barycenter is its unique interior lattice point
has volume at most (n+1)n/n!. OpenAI proved that
the volume indeed cannot exceed this number; which bodies attain the maximal volume
— the equality part of the conjecture — was explicitly left open in the
report.
We noticed that the core idea of OpenAI’s proof transports Fujita’s proof of
the volume upper bound for K-semistable Fano varieties to convex geometry, and that the
same paper of Fujita also settled the equality case on the Fano side: only the
projective space attains the bound. The core of Fujita’s equality analysis is the
Seshadri constant: equality forces the Seshadri constants to equal n+1 at every
point, and the projective space attains this value exactly. The convex-geometric
counterpart of the Seshadri constant is the lattice width: Seshadri = n+1
corresponds to lattice width at least n+1 in every integer direction, and the
extremal simplex attains the bound exactly, its minimal lattice width being
n+1. The plan of attack therefore centered on the width saturation.
This idea was given to our Danus system. Running with 8 agents, Danus carried out
the first half of the proof along this correspondence; the second half has no
complex-geometric counterpart, and Danus found it on its own. The total run took
3 hours and 16 minutes. Combined with the result of OpenAI, both the
inequality part and the equality part of Ehrhart’s volume conjecture are now
resolved.
The manuscript has passed the author’s preliminary verification and is posted here
as a note. A more detailed revision is in progress, and the note will be posted to
arXiv upon its completion. Comments are very welcome.
Update (August 1, 2026): Following discussions with Kewei Zhang, the
note now includes a dictionary of the Fano–convex correspondences behind the
proof, relating its first half to Zhang’s
IMRN 2022 and
Proc. AMS 2025 papers on the
Fano side; each section is now annotated with its Fano-side counterpart, and the
second half of the proof has no Fano-side antecedent. I thank Kewei Zhang for pointing
out these references and for useful discussions on the correspondences.
Update (August 2, 2026): A revised version of this note has now been
posted to arXiv as arXiv:2608.01040.