In development · Seeking pilot teams

Shorter Lean proofs.
Every change checked.

Vexorium’s upcoming agent refactors Lean 4 proofs to reduce their length and checking work, while preserving the theorem and checking compatibility across supported versions.

For teams that build and maintain formal proofs in Lean.

Built for proof maintenance

Shorter proofs

Reduce proof tokens while keeping the same theorem statement.

Less checking work

Reduce heartbeats, Lean’s deterministic measure of the work needed to check a proof.

Version compatibility

Check the same proof across supported Lean and library versions, with compiler evidence for each.

Lean Refactor Arena · Public warm-up

#1 on the closed-source LLM track

Entry: Vexorium-Agent · 15 public warm-up problems · Snapshot as of October 20, 2026

93.02
Combined warm-up score
88.7%
Shorter proofs than the long references, on average
90.4%
Less checking work than the references, on average
100%
Of warm-up proofs compile on every listed Lean version

These are warm-up results, not final competition standings. The entry is a development portfolio built from many runs, without the track’s US$3-per-problem budget limit. Final rankings depend on the organizers reproducing submitted code under that budget on the full benchmark.

Research

The research behind the product

Accepted · MATH-AI 2026 workshop at NeurIPS 2026

The Verification Gap

Auditing Proof Progress and Repair on IMO 2026

Bobber Cheng · Vexorium

An AI judge can spot the error. The acceptance rule can still let it pass.

This study examines how grading rules turn model judgments into acceptance decisions. A score that allows repairable errors can admit an incomplete proof. For autonomous research, the rule that authorizes progress deserves its own audit.

Autoresearch field report Two Kaggle silver medals in 26 days #34 in NeuroGolf, then #47 public / #219 private in ROGII—one reusable research system across two domains. Read the technical story

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