Integrity report for Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents

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

arXiv:2605.28775 · pith:2026:NB6L5ZT3BCPHX6B4HTKDJTPJVL

0Critical

0Advisory

6Detectors run

2026-06-02Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-02 10:47:43.475887+00:00

external_links completed v1.0.0 · findings 0 · 2026-05-28 17:31:45.200204+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-28 05:49:59.601690+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-28 03:50:24.326918+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-28 02:53:49.601141+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-28 02:34:18.902306+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/NB6L5ZT3BCPHX6B4HTKDJTPJVL/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.