Integrity report for UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems

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

arXiv:2605.26646 · pith:2026:LXKEYMNJGPBMHP5WHXR6S57A4Q

0Critical

0Advisory

4Detectors run

2026-05-27Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-27 17:50:21.108348+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-27 12:53:44.133769+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-27 02:04:18.301454+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-27 01:34:12.332523+00:00

Findings

No public integrity findings for this paper.

Signed record

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