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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

33194Papers checked
7255Findings
2360Critical
4895Advisory
2834Affected 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 72 findings; use filters for narrower slices.

Democratising Optical Orbital Angular Momentum: a Set of Cost-Effective Tools arXiv:2605.23724
advisory doi_compliance recoverable identifier · ref #19
DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1016/0030-4018(94) was visible in the surrounding text but could not be confirmed against doi.org as printed.
Evidence text
M. W. Beijersbergen, R. P. C. Coerwinkel, M. Kristensen, and J. P. Woerdman, “Helical-wavefront laser beams produced with a spiral phaseplate,”Optics Commu- nications, vol. 112, no. 5, pp. 321–327, 1994,issn: 0030-4018.doi:10.1016/0030- 4018(94)90638-6
10.1016/0030-4018(94
Finding detail arXiv Pith page integrity.json Try DOI
Linear spaces of rational integrable 1-forms arXiv:2605.23749
advisory doi_compliance recoverable identifier · ref #2
DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.5565/PUBLMAT\_46202\_06) was visible in the surrounding text but could not be confirmed against doi.org as printed.
Evidence text
Cerveau, Dominique , TITLE =. Publ. Mat. , FJOURNAL =. 2002 , NUMBER =. doi:10.5565/PUBLMAT\_46202\_06 , URL =
10.5565/PUBLMAT\_46202\_06
Finding detail arXiv Pith page integrity.json Try DOI
Atmosphere as a steam engine arXiv:2605.23875
advisory doi_compliance recoverable identifier · ref #3
DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1175/1520-0493(1982) was visible in the surrounding text but could not be confirmed against doi.org as printed.
Evidence text
Boer, G. J.: Diagnostic equations in isobaric coordinates, Mon. Wea. Rev., 110, 1801–1820, https://doi.org/10.1175/1520- 0493(1982)110<1801:DEIIC>2.0.CO;2,
10.1175/1520-0493(1982
Finding detail arXiv Pith page integrity.json Try DOI
PrefBench: Evaluating Zero-Shot LLM Agents in Hidden-Preference Personalized Pricing Negotiations arXiv:2605.22855
advisory doi_compliance recoverable identifier · ref #14
DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1057/s41272-019-00224-3.14) was visible in the surrounding text but could not be confirmed against doi.org as printed.
Evidence text
Anna Priester, Thomas Robbert, and Stefan Roth. A special price just for you: Effects of personalized dynamic pricing on consumer fairness perceptions.Journal of Revenue and Pricing Management, 19(2):99–112, April 2020. ISSN 1477-657X. doi:10.1057/s41272-019- 00224-3. 14 PrefBench A PREPRINT
10.1057/s41272-019-00224-3.14
Finding detail arXiv Pith page integrity.json Try DOI
Towards precision cosmology with Void x CMB correlations (II): Impact of mock catalogs on the Void x CMB lensing signal arXiv:2605.22630
advisory external_links dead url
URL 'https://yomori.github.io/Agora/index.html' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
AtomicMotion: Learning Human Motion From Different Human Parts arXiv:2605.22631
advisory external_links dead url
URL 'https://accad' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://assetstore.unity.com/packages/tools/animation/' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
Contractual Skills: A GovernSpec Design Framework for Enterprise AI Agents arXiv:2605.22634
advisory external_links dead url
URL 'https://arxiv' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://openai.github.io/openai-agents-js/guides/' returned status 404 (Not Found) at last check.
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 external_links dead url
URL 'https://ww' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
An intensive vRAN deployment with OpenAirInterface arXiv:2605.22638
advisory external_links dead url
URL 'https://doc.dpdk.org/guides/prog_' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.amd' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://doc.slices-sc' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://docs.amd.com/v/u/en-US/58268_' returned status 404 (no detail) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.slices-ri' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://roadmap2021' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.amd.com/en/products/' returned status transport error (unexpected: TimeoutError: The read operation timed out) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
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advisory external_links dead url
URL 'https://docs.amd.com/v/u/en-US/58462_' returned status 404 (no detail) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://advancedwireless' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.intel.com/content/' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://doc.dpdk' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
Symmetries Here and There, Combined Everywhere: Cross-space Symmetry Compositions in Robotics arXiv:2605.22639
advisory external_links dead url
URL 'https://www' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning arXiv:2605.22642
advisory external_links dead url
URL 'https://gemini.google/ov' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.anthropic.com/news/claude-o' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://arxiv.org/ab' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety arXiv:2605.22643
advisory external_links dead url
URL 'https://arxiv.org/abs/2009.11462Findings' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://openstd.samr.gov' returned status transport error (transport error: [Errno -5] No address associated with hostname) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.businessinsider.com/replit-ceo-' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://hermes-' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.theguardian.com/technology/2026/apr/29/claude-ai-deletes-firm-' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://std.samr.gov.cn/gb/search/' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://digital-' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.anthropic' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://nypost.com/2026/04/08/business/' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://arxiv.org/abs/2203.09509ACL' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.politico.eu/article/eu-signatories-ai-code-' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics arXiv:2605.22644
advisory external_links dead url
URL 'https://link.aps' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://kellerjordan' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://cdn.openai.com/' returned status 404 (The specified resource does not exist.) at last check.
Finding detail arXiv Pith page integrity.json
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters arXiv:2605.22645
advisory external_links dead url
URL 'https://www.sciencedir' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://modelcards.withgoogl' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://proceedings.neurips.cc/p' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://proceedings.neurips.cc/paper' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://arxiv.org/abs/' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://ww' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://blog.g' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://ar' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://openre' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://storage.googleapis' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://arxiv.or' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
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Whose Voice Counts? Mapping Stakeholder Perspectives on AI Through Public Submissions to the U.S. Government arXiv:2605.22650
advisory external_links dead url
URL 'https://www.whitehouse.gov/wp-' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://www.whitehouse' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://github' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
SegCompass: Exploring Interpretable Alignment with Sparse Autoencoders for Enhanced Reasoning Segmentation arXiv:2605.22658
advisory external_links dead url
URL 'https://arxiv' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
A Metalens-based Bicycle Safety Reflector for Autonomous Vehicle Radars arXiv:2605.22659
advisory external_links dead url
URL 'https://www.3m.com/3M/en_US/p/d/b00010878/' returned status transport error (unexpected: TimeoutError: The read operation timed out) at last check.
Finding detail arXiv Pith page integrity.json
Moral Semantics Survive Machine Translation: Cross-Lingual Evidence from Moral Foundations Corpora arXiv:2605.22660
advisory external_links dead url
URL 'https://aclanthology.org/2025.coling-' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
WorkstreamBench: Evaluating LLM Agents on End-to-End Spreadsheet Tasks in Finance arXiv:2605.22664
advisory external_links dead url
URL 'https://proceedings.neurips.cc/paper_files/paper/2024/file/' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://support.claude.com/en/articles/' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
Subnormalizers and character correspondences in $p$-solvable groups arXiv:2605.22669
advisory external_links dead url
URL 'https://arxiv.org/abs/2605' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://arxiv.org/abs/2508.05180(2025' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://arxiv.org/abs/2510.18397(2025' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
Is Capability a Liability? More Capable Language Models Make Worse Forecasts When It Matters Most arXiv:2605.22672
advisory external_links dead url
URL 'https://www.freeciv' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
Self-Policy Distillation via Capability-Selective Subspace Projection arXiv:2605.22675
advisory external_links dead url
URL 'https://api' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://api.semanticscholar' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://api.semanticscholar.org/CorpusID' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
Comparison of probabilistic nowcasts and forecasts of SARS-CoV-2 variant proportions made by hierarchical multinomial linear... arXiv:2605.22676
advisory external_links dead url
URL 'https://github' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
Tracially reflexive C*-algebras arXiv:2605.22683
advisory external_links dead url
URL 'https://ivv5hpp.uni-muenster.de/u/h_thie08/teaching/CuScript.pdf' returned status transport error (transport error: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1010)) at last check.
Finding detail arXiv Pith page integrity.json
The efficiency-gain illusion: People underestimate the rate of AI use and overestimate its benefits on simple tasks arXiv:2605.22687
advisory external_links dead url
URL 'https://osf' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
Finding detail arXiv Pith page integrity.json
X-ray and extreme-ultraviolet spectra from collisions of Ar$^{18+}$ and O$^{8+}$ ions with neutrals arXiv:2605.22689
advisory external_links dead url
URL 'https://hdl.handle.net/11858/' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://physics.nist.gov/asd[2019' returned status 404 (Not Found) at last check.
Finding detail arXiv Pith page integrity.json
advisory external_links dead url
URL 'https://doi' returned status transport error (transport error: [Errno -3] Temporary failure in name resolution) at last check.
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.