pith. sign in

Integrity report for Reversing the Flow: Generation-to-Understanding Synergy in Large Multimodal Models

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

arXiv:2605.15792 · pith:2026:MSXZA4MQXUP3MC5UVXSIZORBNC

0Critical
0Advisory
5Detectors run
2026-05-24Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-24 21:32:38.097139+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-24 08:22:59.023155+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 19:11:56.556946+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 18:02:32.540789+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-19 17:33:48.743760+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/MSXZA4MQ/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.