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

All Critical Advisory

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.

Flare: Leveraging Serverless Elasticity to Absorb Microservice Load Spikes arXiv:2605.23707

critical external_links dead code link

URL 'https://github.com/kubernetes/autoscaler/tree/' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Super Condorcet Winners and Limit Coalitional Manipulability of IRV arXiv:2605.23742

critical external_links dead code link

URL 'https://github.com/francois-durand/limit' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Algorithms for experimenting with Zariski dense matrix groups over number fields arXiv:2605.23798

critical external_links dead code link

URL 'https://github.com/hulpke/arithmeticfor' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Astrophysical Parameters of 5056 Open Star Clusters from Bayesian Nested Sampling with PARSEC Isochrones arXiv:2605.23802

critical external_links dead code link

URL 'https://github.com/oplevne/ucc-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

SDNator is Not Another SDN Controller: Enabling Extensible Data-Driven Control in Cyber-Physical Systems arXiv:2605.23816

critical external_links dead code link

URL 'https://github.com/anonymous/anonymous.git' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

An extremely bright slow-rising afterglow from an off-axis jet in GRB 260310A arXiv:2605.23818

critical external_links dead code link

URL 'https://github.com/ashnagulati/Transient' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Flare: Leveraging Serverless Elasticity to Absorb Microservice Load Spikes arXiv:2605.23707

critical external_links dead code link

URL 'https://github.com/kubernetes/autoscaler/tree/' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Super Condorcet Winners and Limit Coalitional Manipulability of IRV arXiv:2605.23742

critical external_links dead code link

URL 'https://github.com/francois-durand/limit' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Algorithms for experimenting with Zariski dense matrix groups over number fields arXiv:2605.23798

critical external_links dead code link

URL 'https://github.com/hulpke/arithmeticfor' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Astrophysical Parameters of 5056 Open Star Clusters from Bayesian Nested Sampling with PARSEC Isochrones arXiv:2605.23802

critical external_links dead code link

URL 'https://github.com/oplevne/ucc-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

SDNator is Not Another SDN Controller: Enabling Extensible Data-Driven Control in Cyber-Physical Systems arXiv:2605.23816

critical external_links dead code link

URL 'https://github.com/anonymous/anonymous.git' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

An extremely bright slow-rising afterglow from an off-axis jet in GRB 260310A arXiv:2605.23818

critical external_links dead code link

URL 'https://github.com/ashnagulati/Transient' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

More Context, Larger Models, or Moral Knowledge? A Systematic Study of Schwartz Value Detection in Political Texts arXiv:2605.22641

critical external_links dead code link

URL 'https://github.com/VictorMYeste/human-value-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts arXiv:2605.22720

critical external_links dead code link

URL 'https://github.com/safety-r' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Post-Training is About States, Not Tokens: A State Distribution View of SFT, RL, and On-Policy Distillation arXiv:2605.22731

critical external_links dead code link

URL 'https://github.com/ginobilinie/unifyPostTraining' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Advancing Mathematics Research with AI-Driven Formal Proof Search arXiv:2605.22763

critical external_links dead code link

URL 'https://github.com/google-deepmind/alph' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/GasStationManager/Saf' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/google-dee' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Understanding Data Temporality Impact on Large Language Models Pre-training arXiv:2605.22769

critical external_links dead code link

URL 'https://github.com/kyutai-labs/kairos' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems arXiv:2605.22794

critical external_links dead code link

URL 'https://github.com/dav-joy-thon/MOSS' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

The Matching Principle: A Geometric Theory of Loss Functions for Nuisance-Robust Representation Learning arXiv:2605.22800

critical external_links dead code link

URL 'https://github.com/vishalstark512/matching-pmh;pip' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

More Context, Larger Models, or Moral Knowledge? A Systematic Study of Schwartz Value Detection in Political Texts arXiv:2605.22641

critical external_links dead code link

URL 'https://github.com/VictorMYeste/human-value-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts arXiv:2605.22720

critical external_links dead code link

URL 'https://github.com/safety-r' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Post-Training is About States, Not Tokens: A State Distribution View of SFT, RL, and On-Policy Distillation arXiv:2605.22731

critical external_links dead code link

URL 'https://github.com/ginobilinie/unifyPostTraining' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Advancing Mathematics Research with AI-Driven Formal Proof Search arXiv:2605.22763

critical external_links dead code link

URL 'https://github.com/GasStationManager/Saf' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/google-dee' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/google-deepmind/alph' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Understanding Data Temporality Impact on Large Language Models Pre-training arXiv:2605.22769

critical external_links dead code link

URL 'https://github.com/kyutai-labs/kairos' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems arXiv:2605.22794

critical external_links dead code link

URL 'https://github.com/dav-joy-thon/MOSS' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

The Matching Principle: A Geometric Theory of Loss Functions for Nuisance-Robust Representation Learning arXiv:2605.22800

critical external_links dead code link

URL 'https://github.com/vishalstark512/matching-pmh;pip' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

More Context, Larger Models, or Moral Knowledge? A Systematic Study of Schwartz Value Detection in Political Texts arXiv:2605.22641

critical external_links dead code link

URL 'https://github.com/VictorMYeste/human-value-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

From Baseline to Follow-Up: Counterfactual Spine DXA Image Synthesis in UK Biobank Using a Causal Hierarchical Variational Autoencoder arXiv:2605.22649

critical external_links dead code link

URL 'https://github.com/' returned status transport error (unexpected: TimeoutError: The read operation timed out) at last check.

Finding detail arXiv Pith page integrity.json

Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts arXiv:2605.22720

critical external_links dead code link

URL 'https://github.com/safety-r' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Post-Training is About States, Not Tokens: A State Distribution View of SFT, RL, and On-Policy Distillation arXiv:2605.22731

critical external_links dead code link

URL 'https://github.com/ginobilinie/unifyPostTraining' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Advancing Mathematics Research with AI-Driven Formal Proof Search arXiv:2605.22763

critical external_links dead code link

URL 'https://github.com/google-deepmind/alph' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/google-dee' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/GasStationManager/Saf' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Understanding Data Temporality Impact on Large Language Models Pre-training arXiv:2605.22769

critical external_links dead code link

URL 'https://github.com/kyutai-labs/kairos' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems arXiv:2605.22794

critical external_links dead code link

URL 'https://github.com/dav-joy-thon/MOSS' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

The Matching Principle: A Geometric Theory of Loss Functions for Nuisance-Robust Representation Learning arXiv:2605.22800

critical external_links dead code link

URL 'https://github.com/vishalstark512/matching-pmh;pip' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

More Context, Larger Models, or Moral Knowledge? A Systematic Study of Schwartz Value Detection in Political Texts arXiv:2605.22641

critical external_links dead code link

URL 'https://github.com/VictorMYeste/human-value-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts arXiv:2605.22720

critical external_links dead code link

URL 'https://github.com/safety-r' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Post-Training is About States, Not Tokens: A State Distribution View of SFT, RL, and On-Policy Distillation arXiv:2605.22731

critical external_links dead code link

URL 'https://github.com/ginobilinie/unifyPostTraining' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Advancing Mathematics Research with AI-Driven Formal Proof Search arXiv:2605.22763

critical external_links dead code link

URL 'https://github.com/GasStationManager/Saf' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/google-deepmind/alph' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/google-dee' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Understanding Data Temporality Impact on Large Language Models Pre-training arXiv:2605.22769

critical external_links dead code link

URL 'https://github.com/kyutai-labs/kairos' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems arXiv:2605.22794

critical external_links dead code link

URL 'https://github.com/dav-joy-thon/MOSS' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

The Matching Principle: A Geometric Theory of Loss Functions for Nuisance-Robust Representation Learning arXiv:2605.22800

critical external_links dead code link

URL 'https://github.com/vishalstark512/matching-pmh;pip' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

More Context, Larger Models, or Moral Knowledge? A Systematic Study of Schwartz Value Detection in Political Texts arXiv:2605.22641

critical external_links dead code link

URL 'https://github.com/VictorMYeste/human-value-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts arXiv:2605.22720

critical external_links dead code link

URL 'https://github.com/safety-r' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Post-Training is About States, Not Tokens: A State Distribution View of SFT, RL, and On-Policy Distillation arXiv:2605.22731

critical external_links dead code link

URL 'https://github.com/ginobilinie/unifyPostTraining' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Advancing Mathematics Research with AI-Driven Formal Proof Search arXiv:2605.22763

critical external_links dead code link

URL 'https://github.com/google-dee' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/google-deepmind/alph' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/GasStationManager/Saf' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Understanding Data Temporality Impact on Large Language Models Pre-training arXiv:2605.22769

critical external_links dead code link

URL 'https://github.com/kyutai-labs/kairos' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems arXiv:2605.22794

critical external_links dead code link

URL 'https://github.com/dav-joy-thon/MOSS' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

The Matching Principle: A Geometric Theory of Loss Functions for Nuisance-Robust Representation Learning arXiv:2605.22800

critical external_links dead code link

URL 'https://github.com/vishalstark512/matching-pmh;pip' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

More Context, Larger Models, or Moral Knowledge? A Systematic Study of Schwartz Value Detection in Political Texts arXiv:2605.22641

critical external_links dead code link

URL 'https://github.com/VictorMYeste/human-value-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts arXiv:2605.22720

critical external_links dead code link

URL 'https://github.com/safety-r' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Advancing Mathematics Research with AI-Driven Formal Proof Search arXiv:2605.22763

critical external_links dead code link

URL 'https://github.com/GasStationManager/Saf' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/google-deepmind/alph' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

critical external_links dead code link

URL 'https://github.com/google-dee' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Understanding Data Temporality Impact on Large Language Models Pre-training arXiv:2605.22769

critical external_links dead code link

URL 'https://github.com/kyutai-labs/kairos' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems arXiv:2605.22794

critical external_links dead code link

URL 'https://github.com/dav-joy-thon/MOSS' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Automatic Discovery of Disease Subgroups by Contrasting with Healthy Controls arXiv:2605.21301

critical external_links dead code link

URL 'https://github.com/rlouiset/deep' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Hyper-V2X: Hypernetworks for Estimating Epistemic and Aleatoric Uncertainty in Cooperative Bird's-Eye-View Semantic Segmentation arXiv:2605.21309

critical external_links dead code link

URL 'https://github.com/abhishekjagtap1/Hyper-V2X' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Evidence of Quantum Machine Learning Advantage with Tens of Noisy Qubits arXiv:2605.21346

critical external_links dead code link

URL 'https://github.com/jaq-lab/noisy-' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

A simple model of co-emergence of grid and place fields arXiv:2605.21356

critical external_links dead code link

URL 'https://github.com/grasp-lyrl/grid_and_place' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

Findings of the Fifth Shared Task on Multilingual Coreference Resolution: Expanding Datasets for Long-Range Entities arXiv:2605.21369

critical external_links dead code link

URL 'https://github.com/ufal/crac2026_empty_' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

VIPER-MCP: Detecting and Exploiting Taint-Style Vulnerabilities in Model Context Protocol Servers arXiv:2605.21392

critical external_links dead code link

URL 'https://github.com/langchain-a' returned status 404 (Not Found) at last check.

Finding detail arXiv Pith page integrity.json

iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance arXiv:2605.21431

critical external_links dead code link

URL 'https://github.com/modelscope/DiffSynth-Studio/blob/main/diffsynth/diffusion/flow_' returned status 404 (Not Found) 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.