VibeMathedMath problems solved by AI

Nathanson's Problems on Product Intersection Sets

Nathanson asked which subsets of N\mathbb{N} can occur as product intersection sets of a family of semigroup subsets, for arbitrary and for decreasing families (his Problems 10 and 11). Both are solved by complete classifications.

Result
Proved
Status
Resolved
AI contribution
AI-discovered
Method
Argument
Field
Additive and multiplicative combinatorics
Posed by
Melvyn B. Nathanson
Year posed
2026
Years open
0y
Solved
2026-04-20
Model
Harmonic Aristotle
Vendor
Harmonic
Collaborators
Wouter van Doorn, Pietro Monticone, Quanyu Tang
Verification
Lean-checked, statement unaudited
Publication
Preprint
Significance
8 / 100
Disclosed cost
Wikipedia
No dedicated article

What the AI did

"Both classifications were autonomously discovered and formally verified in Lean by Aristotle." The appendix documents the prompts: Aristotle was asked to characterize the two cases separately, then combine them; it even adopted a stronger definition than the source paper's and the Lean code verifies the equivalence explicitly.

Verification

Discovered and kernel-checked in Lean by the same system; the human authors audited the informal-to-formal correspondence. Tier: Aristotle wrote both proof and formal statements (and at one point adopted a stronger definition than the source paper's, caught by the authors) - exactly the failure mode an independent statement audit exists for, and none has happened.

Source

arXiv

Discussion