Counted as completed checks in the claim sentence numerator.
Paper Integrity Record · LEDGER
Talk is (Not) Cheap: A Taxonomy and Benchmark Coverage Audit for LLM Attacks
As of 26 May 2026, Pith completed 5 of 6 listed checks against arXiv:2605.15118. The completed checks produced no public findings within their stated scope. 1 check was skipped and produced no result.
This is a record of named checks, not a clean-status claim or a paper verdict.
Coverage vector
Skipped checks produced no result and say nothing about absence.
Listed checks
ai_meta_artifact
completedv1.0.0, observed 2026-05-26 06:34:44.225481+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 16:53:10.352233+00:00
- Scope
- Cited references checked for source-reported retractions or expressions of concern.
- Completed surface
- Completed within the stated scope.
claim_evidence
completedv1.0.0, observed 2026-05-21 15:42:30.250671+00:00
- Scope
- Recorded paper claims checked for the evidence artifacts they name.
- Completed surface
- Completed within the stated scope.
external_links
completedv1.0.0, observed 2026-05-19 11:34:47.080787+00:00
- Scope
- External URLs extracted from paper text checked at the stated time.
- Completed surface
- Checked 1 reference.
shingle_duplication
completedv0.1.0, observed 2026-05-19 09:50:11.108907+00:00
- Scope
- Available paper body text compared for identical 40-token sequences under the detector's stated exclusions.
- Completed surface
- Checked 600 references.
citation_quote_validity
skippedv0.1.0, observed 2026-05-19 07:49:43.526549+00:00
- Scope
- Specific factual attributions checked against cited-paper text available in Pith.
- Reason
- No resolvable cited-paper references were available.
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.