Integrity report for Toto 2.0: Time Series Forecasting Enters the Scaling Era

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

arXiv:2605.20119 · pith:2026:T3KMXW7PGH56HP4FBMI5GZGW24

0Critical

2Advisory

8Detectors run

2026-05-21Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-21 07:01:38.536803+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 06:54:20.321914+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 03:22:20.291913+00:00

external_links completed v1.0.0 · findings 2 · 2026-05-20 17:34:06.231473+00:00

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-20 09:50:02.398025+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-20 03:50:50.351572+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-20 03:22:00.617631+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-20 02:33:27.756892+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/T3KMXW7P/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.