Integrity report for Mags-RL: Wearing Multimodal LLMs a Magnifying Glass via Agentic Reinforcement Learning For Complex Scene Reasoning

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

arXiv:2605.27960 · pith:2026:67JGF7TB7DK5BXS3S4F3HQ6JVJ

0Critical

0Advisory

4Detectors run

2026-06-04Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-04 04:35:38.673494+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-06-02 15:27:48.483519+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-28 21:50:28.996050+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-28 15:24:03.353393+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/67JGF7TB/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.