Aristotle reports gold-equivalent formal performance on IMO 2025

The architecture generates and formalizes useful lemmas, searches formal proofs and handles geometry through a specialist component.

What happened?

Aristotle reported gold-medal-equivalent performance on the 2025 IMO problems using Lean proof search, informal reasoning and a dedicated geometry solver.

Why it matters

It illustrated the emergence of integrated formal-math agents rather than single-model proof generators.

Significance rationale: Aristotle combined formal search, informal lemma generation and a geometry solver into an integrated system reported at IMO gold-equivalent performance.

Historical context

Primary evidence

Evidence & status at a glance

Significance
H2 · Field milestone
Verification
Paper released
Evidence level
E3 · Inspectable artifact
AI role
AI primary, human verified
Formal assurance
Machine-checked

How should these labels be read? →

Contribution & verification

Mathematical novelty
Benchmark result
Interface
Informal, Formal, Hybrid
AI contribution
The system coordinates informal reasoning, lemma formalization, proof search and geometry solving.
Human contribution
Researchers built the integrated architecture and verified formal outputs.
Verification
Paper released · E3 · Inspectable artifact · Machine-checked
Last reviewed
2026-09-11

Technical details

Systems
aristotle, lean
Organizations
harmonic
Problems
imo-2025
Methods
formal-proof-search, lemma-generation, geometry-solver

Sources & artifacts

Verification history

  • 2025-10-01 · Paper released · E2 · Research record

    The Chronicle records this event from the cited primary or official source; the status does not imply independent Chronicle verification.

  • 2026-09-11 · Paper released · E3 · Inspectable artifact

    This corpus refresh added a directly inspectable public artifact maintained by the authors or releasing organization. E3 records artifact-level inspectability and does not imply independent verification of the underlying scientific or mathematical claim.

Corrections

No corrections recorded.