pith. sign in

Integrity report for d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation

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

arXiv:2509.21474 · pith:2025:4EFBXV5QKAG6FJKN4MYSUZTYUI

0Critical
0Advisory
0Detectors run
Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/4EFBXV5Q/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.