Integrity report for TIAR: Trajectory-Informed Advantage Reweighting for LLM Abstention Learning

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

arXiv:2605.25850 · pith:2026:HX4AWQBYYEMWKSWKNMFMG5NHSL

0Critical

0Advisory

4Detectors run

2026-05-28Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-28 05:44:45.901201+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-26 09:50:15.993044+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-26 06:23:26.678640+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-26 02:34:04.252153+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/HX4AWQBYYEMWKSWKNMFMG5NHSL/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.