Integrity report for Weight-Decay Turns Transformer Loss Landscapes Villani: Functional-Analytic Foundations for Optimization and Generalization

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

arXiv:2605.06599

0Critical

0Advisory

4Detectors run

2026-05-20Last checked

Paper page arXiv integrity.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 12:22:03.783265+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-20 07:37:51.177365+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-19 18:01:19.357256+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-19 12:33:31.384006+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/2605.06599/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.