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

A counterexample on Z/3Z disproves the intended complex-valued equality of two quadratically structured function spaces in Ben Green’s Problem 57.

Sources for this record

What was already known

Green’s original question concerned complex-valued functions. A separately solved real-valued formulation did not answer it.

AI involvement AI-led

DeepMind researchers and Green clarified the question; the team found a numerical candidate and formalized the target. AlphaProof Nexus then produced the formal proof.

The agent produced the proof autonomously, but humans supplied a mathematically substantive numerical candidate and formal target.

Importance Notable

The finite counterexample resolves the intended complex-valued question.

Limitations

The report does not publish the exact Lean declaration or a full human mathematical explanation of the counterexample.

Technical verification Formal (Lean 4)

The paper reports formalizing the corrected complex-valued counterexample and the agent proving that statement in its Lean-validated proof-search pipeline. The exact Lean source was not independently located or rebuilt here.

Formal checking

Agent-generated formal proof checked through the paper’s Lean compilation and integrity pipeline

Checker
AlphaProof Nexus Lean validator, as reported by the DeepMind authors
Scope
The Z/3Z separating functional is a counterexample to the intended complex-valued Green Problem 57
Basis
Reported by the linked checker
Evidence source

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

Human understanding Few

The report explains the real-versus-complex correction and candidate but does not give a human explanation of the central formal proof; Few is the evidence default.

Correction and publication history