Integrity report for CEPO: RLVR Self-Distillation using Contrastive Evidence Policy Optimization

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

arXiv:2605.19436 · pith:2026:QZ5WOFU4SMYCII5KPN6WUM3PRK

0Critical

0Advisory

6Detectors run

2026-05-21Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 07:35:02.739514+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-21 07:31:38.729624+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 04:22:20.534392+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-20 19:50:11.330721+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 13:22:18.806846+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-20 01:33:29.799500+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/QZ5WOFU4/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.