Integrity report for Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers

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

arXiv:2605.16941 · pith:2026:UDCUC3AFH3PF6AC2VWBVWKO6GD

0Critical

0Advisory

5Detectors run

2026-05-25Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 21:02:48.764412+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-24 21:41:55.245340+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-22 20:02:58.558376+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-19 20:21:57.326330+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-19 18:33:26.328432+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/UDCUC3AF/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.