Integrity report for DenoiseRL: Bootstrapping Reasoning Models to Recover from Noisy Prefixes

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

arXiv:2605.28421 · pith:2026:MDSXF4AXCDWTTS7DIBMF3SMT7S

0Critical

0Advisory

5Detectors run

2026-06-02Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-02 12:27:45.916442+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-28 01:50:22.260951+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-28 01:49:59.483358+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-28 01:34:18.755472+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-28 01:23:48.827649+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/MDSXF4AX/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.