Integrity report for CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning

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

arXiv:2605.20075 · pith:2026:HHK6FSKDO4S55XJB4K5NQ57X6C

2Critical

6Advisory

8Detectors run

2026-05-28Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-28 16:33:36.504425+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-27 03:36:25.041094+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-26 20:24:14.724422+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-26 12:04:54.062886+00:00

external_links completed v1.0.0 · findings 4 · 2026-05-20 23:31:59.215925+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-20 13:49:57.755617+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-20 05:50:07.385970+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 03:53:26.256008+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/HHK6FSKDO4S55XJB4K5NQ57X6C/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.