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Pith Integrity automated scientific verification

What automated verification finds.

Every finding on this page was produced by a versioned detector, signed with the Pith Ed25519 key, and emitted to the paper's Open Graph Bundle. No human curates this feed. The resolver decides.

About the integrity layer · Protocol · Event schema

47942Papers checked
7733Findings
2460Critical
5273Advisory
2994Affected papers
8Detectors

Filters

Severity All Critical Advisory
Detector All doi_compliance doi_title_agreement ai_meta_artifact external_links citation_quote_validity shingle_duplication claim_evidence cited_work_retraction

Showing latest 21 findings; use filters for narrower slices.

Detecting Drunk Driving Using Off-the-Shelf Smartwatches arXiv:2605.23663
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
TubiFM: Unified Item, Carousel, and Search Ranking for Streaming Discovery arXiv:2605.23702
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
Leveraging Foundation Models for Causal Generative Modeling arXiv:2605.23861
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
PITMuS: A Tool for Automated Bug Dataset Generation via Source-Level Mutant Reconstruction arXiv:2605.21930
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
LLM Retrieval for Stable and Predictable Ad Recommendations arXiv:2605.21969
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
Astragalus: Automatic Configuration Repair for Production Networks arXiv:2605.22092
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
Towards a compositional semantics for quantitative confidence assessment in assurance arguments arXiv:2605.22213
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21350. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21350
Finding detail arXiv Pith page integrity.json
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.20136. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.20136
Finding detail arXiv Pith page integrity.json
From Snapshots to Trajectories: Learning Single-Cell Gene Expression Dynamics via Conditional Flow Matching arXiv:2605.22340
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
Time-varying rPPG signal separation via block-sparse signal model arXiv:2605.22425
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.20136. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.20136
Finding detail arXiv Pith page integrity.json
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21350. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21350
Finding detail arXiv Pith page integrity.json
"Refactoring Runaway": Understanding and Mitigating Tangled Refactorings in Coding Agents for Issue Resolution arXiv:2605.22526
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
A Subjective Logic-based method for runtime confidence updates in safety arguments arXiv:2605.22530
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21390. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21390
Finding detail arXiv Pith page integrity.json
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.22637. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.22637
Finding detail arXiv Pith page integrity.json
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
Cell Phantom Video Generation in Elliptical Fourier Descriptor Domain arXiv:2605.22563
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.20136. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.20136
Finding detail arXiv Pith page integrity.json
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21350. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21350
Finding detail arXiv Pith page integrity.json
Whole-Blood Boundary Analysis of BioFET-Based ctDNA Detection for Intravascular Sensing in Intrabody Nanonetworks arXiv:2605.22637
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
GS-QA: A Benchmark for Geospatial Question Answering arXiv:2605.22811
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21374. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21374
Finding detail arXiv Pith page integrity.json
Advancements in Non-Invasive Neuroimaging: Exploring the Potential of Radar Technology for Brain Imaging and Tumour Detection arXiv:2605.21350
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.20136. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.20136
Finding detail arXiv Pith page integrity.json
Combating Harms of Generative AI in CS1 with Code Review Interviews and a Flipped Classroom arXiv:2605.21374
advisory shingle_duplication prose duplication
This paper contains a 40-token span identical to one in arXiv:2605.21390. The two papers share no author per Pith records and neither cites the other. The duplication is the verbatim shared span; the framing makes no claim about intent or directionality.
arXiv:2605.21390
Finding detail arXiv Pith page integrity.json

How this works

Pith runs 8 detectors on the corpus: DOI/arXiv compliance, identifier-title agreement, AI meta-comment regex, external link availability, citation-to-quotation validity, and 40-token shingle duplication. Each finding is keyed by a stable evidence hash, signed, and emitted to the paper's Pith Number Open Graph Bundle as a pith.integrity.v1 event.

Public findings use one of three verdict classes: incontrovertible, cross_source, or threshold_with_margin. Read the integrity protocol for exact detector contracts and evidence schemas.