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Integrity report for Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems

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

arXiv:2605.14892 · pith:2026:4JHPVUT4R4CQ7QG2KFO4OTDVLF

0Critical
0Advisory
9Detectors run
2026-05-24Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-24 20:53:06.974441+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-22 18:31:58.981413+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-22 01:59:07.404222+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-21 14:02:27.877960+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-19 15:01:54.253176+00:00
citation_quote_validity completed v0.1.0 · findings 0 · 2026-05-19 11:49:52.485353+00:00
ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-19 05:39:14.168162+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-19 05:27:54.867962+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-19 05:26:20.720180+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/4JHPVUT4/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.