Integrity report for Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster

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

arXiv:2605.18204 · pith:2026:LZKXYAL5O4DJEDENTCEMVLTJPA

1Critical

0Advisory

5Detectors run

2026-05-26Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-26 23:39:18.084973+00:00

doi_compliance completed v1.0.0 · findings 1 · 2026-05-26 01:27:36.114280+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-26 00:32:50.947811+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 14:03:49.921400+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-23 00:53:11.254469+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/LZKXYAL5O4DJEDENTCEMVLTJPA/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.