Counted as completed checks in the claim sentence numerator.
Paper Integrity Record · LEDGER
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
As of 28 May 2026, Pith completed 10 of 10 listed checks against arXiv:2605.14892. The completed checks produced no public findings within their stated scope.
This is a record of named checks, not a clean-status claim or a paper verdict.
Coverage vector
Listed checks
ai_meta_artifact
completedv1.0.0, observed 2026-05-28 23:45:01.058143+00:00
- Scope
- Paper body text scanned for literal AI-assistant artifacts.
- Completed surface
- Checked 1 reference.
cited_work_retraction
completedv1.0.0, observed 2026-05-24 20:53:06.974441+00:00
- Scope
- Cited references checked for source-reported retractions or expressions of concern.
- Completed surface
- Completed within the stated scope.
doi_title_agreement
completedv1.0.0, observed 2026-05-22 18:31:58.981413+00:00
- Scope
- Cited titles compared with titles resolved from their DOI or arXiv identifier.
- Completed surface
- Checked 132 references.
doi_compliance
completedv1.0.0, observed 2026-05-22 01:59:07.404222+00:00
- Scope
- DOI and arXiv identifiers listed in the bibliography checked against named registries.
- Completed surface
- Checked 18 references.
claim_evidence
completedv1.0.0, observed 2026-05-21 14:02:27.877960+00:00
- Scope
- Recorded paper claims checked for the evidence artifacts they name.
- Completed surface
- Completed within the stated scope.
claim_evidence
completedv1.0.0, observed 2026-05-19 15:01:54.253176+00:00
- Scope
- Recorded paper claims checked for the evidence artifacts they name.
- Completed surface
- Completed within the stated scope.
citation_quote_validity
completedv0.1.0, observed 2026-05-19 11:49:52.485353+00:00
- Scope
- Specific factual attributions checked against cited-paper text available in Pith.
- Completed surface
- Checked 3 references.
ai_meta_artifact
completedv1.0.0, observed 2026-05-19 05:39:14.168162+00:00
- Scope
- Paper body text scanned for literal AI-assistant artifacts.
- Completed surface
- Checked 1 reference.
doi_compliance
completedv1.0.0, observed 2026-05-19 05:27:54.867962+00:00
- Scope
- DOI and arXiv identifiers listed in the bibliography checked against named registries.
- Completed surface
- Checked 13 references.
doi_title_agreement
completedv1.0.0, observed 2026-05-19 05:26:20.720180+00:00
- Scope
- Cited titles compared with titles resolved from their DOI or arXiv identifier.
- Completed surface
- Checked 129 references.
Observations
The completed checks produced no public findings within their stated scope.
Methods and limits
Each listed check names the surface it examined. A skipped, failed, partial, unavailable, not collected, not requested, or withheld check says nothing about what a completed check would have returned.
- Only checks with status completed enter the claim sentence numerator.
- Findings appear only from completed checks and only within the scope printed for that check.
- Severity labels describe one observation row. They do not roll up into a paper judgment.