Integrity report for MLLMs Know When Before Speaking: Revealing and Recovering Temporal Grounding via Attention Cues

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

arXiv:2605.21954 · pith:2026:WBX46RPTUXTZZQPZ5TFC3MIO7P

0Critical

0Advisory

7Detectors run

2026-05-25Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 07:32:41.162141+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 07:29:22.425173+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 04:23:41.259066+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-25 01:51:12.365139+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-24 21:50:24.231723+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 15:23:51.986016+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-22 02:33:39.719728+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/WBX46RPT/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.