aiqbench analysis
This study demonstrates a hybrid human-AI workflow where an agent team generates a formal certificate for a complex mathematical inequality, covering all 40,320 sorted cones through automated case splits and verification programs. The human role remains critical for auditing the reduction logic and ensuring the integrity of the mathematical proofs, while the AI handles the exhaustive computational verification. For researchers in symbolic computation, this represents a scalable template for using AI agents to manage high-dimensional case analysis in formal proofs.
A Finite Certificate for the Positive $n=9$ Vasc Inequality
arXiv:2606.06136v1 Announce Type: cross Abstract: We prove the positive-real $n=9$ case of the Vasc cyclic inequality. The proof was obtained with human-guided assistance from the AI agent MechMath Agent Team: the human-readable part reduces the rational inequality to a homogeneous polynomial inequality, fixes a cyclic maximum, and parametrizes each sorted fixed-maximum cone by cumulative gaps; the finite part is a certificate covering all $8!=40320$ sorted cones. MechMath Agent Team generated the certificate verification workflow through Python tool calls, including the case split, verification programs, and terminal classifications. The published certificate has $36815$ coefficient leaves, $2236$ ordinary Polya multiplier leaves, and $1269$ AM-GM midpoint overlay leaves. Human authors audited the mathematical reductions and verification logic, and a separate artifact contains the certificate, an independent verifier, and a from-source rebuild route.
Abstract:We prove the positive-real $n=9$ case of the Vasc cyclic inequality. The proof was obtained with human-guided assistance from the AI agent MechMath Agent Team: the human-readable part reduces the rational inequality to a homogeneous polynomial inequality, fixes a cyclic maximum, and parametrizes each sorted fixed-maximum cone by cumulative gaps; the finite part is a certificate covering all $8!=40320$ sorted cones. MechMath Agent Team generated the certificate verification workflow through Python tool calls, including the case split, verification programs, and terminal classifications. The published certificate has $36815$ coefficient leaves, $2236$ ordinary Polya multiplier leaves, and $1269$ AM-GM midpoint overlay leaves. Human authors audited the mathematical reductions and verification logic, and a separate artifact contains the certificate, an independent verifier, and a from-source rebuild route.
Symbolic Computation (cs.SC); Artificial Intelligence (cs.AI)
arXiv:2606.06136 [cs.SC]
(or arXiv:2606.06136v1 [cs.SC] for this version)
https://doi.org/10.48550/arXiv.2606.06136 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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