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Integrity report for From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models

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

arXiv:2605.20177 · pith:2026:VC5XR6NDM2XCJ3SSWLNZ45HXOV

0Critical
10Advisory
8Detectors run
2026-05-21Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-21 05:31:37.410085+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 05:23:23.224711+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 03:02:20.495717+00:00
external_links completed v1.0.0 · findings 5 · 2026-05-20 17:31:42.660065+00:00
shingle_duplication completed v0.1.0 · findings 0 · 2026-05-20 05:49:49.693543+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-20 03:49:50.153735+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-20 02:33:24.557854+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 02:22:00.511048+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/VC5XR6ND/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.