Integrity report for LLM Agents Already Know When to Call Tools -- Even Without Reasoning

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

arXiv:2605.09252 · pith:2026:BQNNVBBJ34AFQVJ6U75OZELHZJ

0Critical

0Advisory

4Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 08:02:09.172589+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-19 20:34:43.494698+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-19 13:31:17.958794+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-19 10:22:49.526877+00:00

Findings

No public integrity findings for this paper.

Signed record

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