Integrity report for Spectral Flattening Is All Muon Needs: How Orthogonalization Controls Learning Rate and Convergence

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

arXiv:2605.13079 · pith:2026:XL4BQDF2V5BVJ23PUX3YMIOY3I

0Critical

0Advisory

4Detectors 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 11:37:24.998489+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-20 10:31:23.870459+00:00

doi_compliance completed v1.0.0 · findings 0 · 2026-05-20 07:55:26.520456+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-19 20:21:57.455233+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/XL4BQDF2/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.