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Integrity report for On-Policy Consistency Training Improves LLM Safety with Minimal Capability Degradation

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

arXiv:2605.21834 · pith:2026:KX2IWKYPRIHDEITF2Z2YNG6BRU

1Critical
0Advisory
6Detectors run
2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-06-05 09:06:10.203691+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-06-02 15:52:14.448082+00:00
ai_meta_artifact completed v1.0.0 · findings 1 · 2026-05-29 05:44:45.357450+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-27 18:24:33.822996+00:00
citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-24 03:51:13.007102+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 17:25:09.070894+00:00

Findings

critical ai_meta_artifact certainly_here_is

Verbatim AI-assistant artifact present in paper body: matched pattern 'certainly_here_is'. The matched span is the literal evidence.

2026-05-29 05:44:45.357450+00:00

Finding detail

Signed record

The machine-readable record for this paper lives at /pith/KX2IWKYPRIHDEITF2Z2YNG6BRU/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.