Advancing Mathematics Research with AI-Driven Formal Proof Search

George Tsoukalas, Anton Kovsharov, Sergey Shirobokov, Anja Surina, Moritz Firsching, Gergely Bérczi, Francisco J. R. Ruiz, Arun Suggala, Adam Zsolt Wagner, Eric Wieser, Lei Yu, Aja Huang, Miklós Z. Horváth, Andrew Ferraiuolo, Henryk Michalewski, Edward Lockhart, Codrut Grosu, Thomas Hubert, Matej Balog, Pushmeet Kohli, Swarat Chaudhuri

Every pure O-sequence of codimension three and type two is log-concave: h(i−1)h(i+1)≤h(i)^2 at every interior degree.

Sources for this record

What was already known

Boij, Migliore, Miró-Roig, Nagel and Zanello had proved unimodality for this class; its log-concavity remained open.

AI involvement AI-autonomous

DeepMind’s team formalized the target; AlphaProof Nexus generated the substantive proof. The authors supplied a natural-language explanation of the proof.

The agent generated the substantive proof from a given theorem target; no human mathematical repair of the result is documented.

Importance Notable

The proof strengthens unimodality to log-concavity for this precise class.

Limitations

The report identifies a Lean proof, but does not document a separate comparison of its definitions with the natural-language pure O-sequence statement.

Technical verification Formal (Lean 4)

The authors report a Lean proof of the exact codimension-three, type-two statement and publish the natural-language theorem. This is source-reported machine checking; the Lean project was not rebuilt here.

Formal checking

Formal proof in the linked AlgebraicGeometry Lean output

Checker
AlphaProof Nexus Lean validator
Scope
Every pure O-sequence of codimension three and type two is log-concave
Basis
Reported by the linked checker
Evidence source

Checking a formal statement does not establish that it matches the original problem.

Human understanding Full

The paper’s supplementary proof explains the order-ideal union of two maximal monomials and the case analysis proving the log-concavity inequalities.

Correction and publication history