Integrity report for Representation Without Reward: A JEPA Audit for LLM Fine-Tuning

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

arXiv:2605.15394 · pith:2026:PYE5AVJQ7LLVLKZHZ3CL2Q4JIZ

0Critical

0Advisory

6Detectors run

2026-05-23Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-23 18:02:20.130856+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 16:51:48.831328+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 14:42:28.586300+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-19 16:26:23.648026+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-19 15:50:56.442768+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-19 13:33:22.720708+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/PYE5AVJQ/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.