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Integrity report for Better, Faster: Harnessing Self-Improvement in Large Reasoning Models

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

arXiv:2605.24998 · pith:2026:UDCHASBKWKWS2KPU6U37XJSCGO

0Critical
0Advisory
5Detectors run
2026-05-27Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-27 05:24:21.575419+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-26 01:53:21.918717+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-26 01:50:13.769698+00:00
shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-26 01:49:55.975437+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-26 01:34:03.920639+00:00

Findings

No public integrity findings for this paper.

Signed record

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