Integrity report for MLIPilot: LLM-Driven Auto-Research for Machine-Learned Interatomic Potentials

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.30889 · pith:2026:FGRQ2PIIRG5KJPIZC4DHXAOCNA

0Critical

0Advisory

2Detectors run

2026-06-01Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-01 01:47:02.176432+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-01 01:35:05.061527+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/FGRQ2PII/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.