Integrity report for Human-Centered Learning Mechanics: A Dynamical Framework for Entropy-Regulated Representation Learning

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

arXiv:2605.22940 · pith:2026:YFK4RKHN5MYNKQXVTIDP2TK7UC

0Critical

0Advisory

5Detectors run

2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_compliance completed v1.0.0 · findings 0 · 2026-06-05 07:06:57.258033+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-06-05 06:36:08.812010+00:00

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-06-01 05:39:12.510368+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-28 18:04:55.817816+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-25 17:55:43.240851+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/YFK4RKHN5MYNKQXVTIDP2TK7UC/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.