pith. sign in

Integrity report for Test-Time Training Undermines Safety Guardrails

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

arXiv:2605.22984 · pith:2026:2WKX5T2PNGLEPOEKERQHPYH2PO

0Critical
0Advisory
5Detectors run
2026-05-26Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-26 06:04:02.532150+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-26 06:02:53.282843+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-26 06:01:41.891040+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-25 17:24:04.250912+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-25 03:36:37.170364+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/2WKX5T2P/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.