Integrity report for Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents

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

arXiv:2605.20061 · pith:2026:KDEMV4O4TER5VKPFSTFJ4NFSNA

0Critical

2Advisory

8Detectors run

2026-05-21Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-21 06:01:37.923109+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 05:43:15.883240+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 03:22:20.349233+00:00

external_links completed v1.0.0 · findings 1 · 2026-05-20 23:32:48.273254+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-20 13:50:14.076626+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-20 05:50:19.583842+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 04:22:00.692645+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-20 02:33:27.842412+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/KDEMV4O4TER5VKPFSTFJ4NFSNA/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.