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Integrity report for Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning

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

arXiv:2605.21488 · pith:2026:TLPOOVCSXGDAIOH4I3GZI7V3SB

1Critical
1Advisory
8Detectors run
2026-05-21Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

shingle_duplication completed v0.1.0 · findings 0 · 2026-05-21 05:49:56.862802+00:00
external_links completed v1.0.0 · findings 2 · 2026-05-21 05:31:36.027713+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-21 05:02:50.596005+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-21 05:01:36.706924+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-21 03:49:49.733765+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-21 02:33:30.058218+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 02:22:19.852669+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-21 02:22:11.657310+00:00

Findings

critical external_links dead_code_link

URL 'https://github.com/locuslab/EqR' returned status 404 (Not Found) at last check.

2026-05-21 05:31:36.027713+00:00

Finding detail

Signed record

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