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Integrity report for F-TIS: Harnessing Diverse Models in Collaborative GRPO

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

arXiv:2605.22537 · pith:2026:VSDCZAFQEYNX7AUB3ZURGFKPPS

0Critical
0Advisory
7Detectors run
2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_compliance completed v1.0.0 · findings 0 · 2026-06-05 08:15:58.961076+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-06-05 08:06:09.504387+00:00
ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-29 04:40:08.066421+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-27 11:04:26.185610+00:00
citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-24 11:50:50.443224+00:00
shingle_duplication completed v0.1.0 · findings 0 · 2026-05-22 21:51:58.659820+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 05:54:11.615294+00:00

Findings

No public integrity findings for this paper.

Signed record

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