Integrity report for Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria

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

arXiv:2605.08354

0Critical

0Advisory

4Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 09:42:04.291997+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-20 04:38:23.255661+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-19 15:01:18.280463+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-19 11:11:51.745999+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/2605.08354/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.