Integrity report for ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both

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

arXiv:2605.15198 · pith:2026:H5VPMRH3ZWEZIRVA3JURJ36NSU

0Critical

0Advisory

8Detectors run

2026-05-26Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-26 05:34:12.040107+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-24 15:26:51.075750+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-23 13:32:15.395020+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-22 12:38:02.029725+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 15:22:29.725495+00:00

external_links completed v1.0.0 · findings 0 · 2026-05-19 11:31:33.169554+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-19 05:49:46.026673+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-19 05:49:44.897454+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/H5VPMRH3/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.