Integrity report for Fixed Universal Transformers

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

arXiv:2605.31423 · pith:2026:NID7CIB7UYCJBOLNBRRTFLTD57

0Critical

0Advisory

6Detectors run

2026-06-04Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-04 14:29:02.301381+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-06-01 17:50:16.394781+00:00

external_links completed v1.0.0 · findings 0 · 2026-06-01 11:32:17.584844+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-06-01 07:50:48.615666+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-01 05:25:41.887020+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-01 02:35:04.636949+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/NID7CIB7/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.