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Integrity report for The Need for an External Observer Formalizing the Sufficiency Gap: A Mathematical Extension of Mixture Identifiability and Contextual Grounding in Sequence Models

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

arXiv:2605.26711 · pith:2026:VLLC2FYPLAYI35NENNRTNCPUMI

0Critical
0Advisory
6Detectors run
2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-05 20:35:58.509154+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-06-02 00:47:32.933520+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-31 07:26:39.426622+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-27 17:50:21.053587+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-27 11:53:42.746911+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-27 01:34:12.246301+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/VLLC2FYPLAYI35NENNRTNCPUMI/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.