Integrity report for Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning

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

arXiv:2605.19852 · pith:2026:NDAVUMZMO34BUU73CGVVTJYBYX

0Critical

0Advisory

6Detectors run

2026-05-28Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-28 22:03:41.975812+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-27 03:41:19.674716+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 08:43:45.639645+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 07:03:14.652186+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 01:52:09.011573+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-20 01:49:56.101991+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/NDAVUMZMO34BUU73CGVVTJYBYX/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.