Integrity report for Dead Directions: Geometric Singular Learning

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

arXiv:2606.05957 · pith:2026:WO34R44DI2FZDUCLDRZ22YVZ7E

0Critical

0Advisory

4Detectors run

2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-06-05 13:51:16.414932+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-05 09:57:43.625168+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-05 02:35:49.494261+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-06-05 02:09:13.685064+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/WO34R44DI2FZDUCLDRZ22YVZ7E/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.