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Integrity report for Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use

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

arXiv:2605.14038 · pith:2026:SVCNNRA26ASJCGYBUMBBVILSP4

0Critical
0Advisory
8Detectors run
2026-05-27Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-27 23:44:13.690626+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-22 01:01:48.753594+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-22 00:58:22.103175+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 23:02:16.085642+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-19 17:41:56.156375+00:00
ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-19 07:36:24.993689+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-19 06:01:15.591892+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-19 05:58:19.835977+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/SVCNNRA2/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.