Integrity report for AMARIS: A Memory-Augmented Rubric Improvement System for Rubric-Based Reinforcement Learning

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

arXiv:2605.18592 · pith:2026:24VFHJXWYFJGPGRHD7WHIM4UIB

0Critical

0Advisory

5Detectors run

2026-05-25Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 13:47:06.595272+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 13:02:44.480718+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 01:03:38.460987+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-21 21:22:34.734691+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-20 00:33:33.381705+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/24VFHJXW/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.