pith. sign in

Integrity report for Not All Tokens Learn Alike: Attention Entropy Reveals Heterogeneous Signals in RL Reasoning

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

arXiv:2605.07660

0Critical
1Advisory
4Detectors run
2026-05-20Last checked

Paper page arXiv integrity.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-05-20 10:22:02.880482+00:00
ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-20 05:36:54.893386+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-19 16:01:18.738726+00:00
doi_compliance completed v1.0.0 · findings 1 · 2026-05-19 11:37:26.928142+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/2605.07660/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.