Integrity report for ChronoVAE-HOPE: Beyond Attention -- A Next-Generation VAE Foundation Model for Specialized Time Series Classification

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

arXiv:2605.22684 · pith:2026:HKJDXYQHHN66BW7P7BDVV4PTEB

0Critical

0Advisory

13Detectors run

2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_compliance completed v1.0.0 · findings 0 · 2026-06-05 21:16:40.369663+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-06-05 21:06:15.757615+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-06-04 23:39:23.974927+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-31 23:55:40.968305+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-28 23:45:00.971410+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 08:18:18.264603+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 08:02:40.663923+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 03:43:40.560103+00:00

external_links completed v1.0.0 · findings 0 · 2026-05-24 23:33:59.517113+00:00

citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-24 09:52:01.902439+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-22 13:51:29.582917+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-22 04:31:43.804607+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-22 02:33:38.000362+00:00

Findings

No public integrity findings for this paper.

Signed record

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