← Methodology and sources

Considered but not curated.

Sources we considered, with review status and reasons.

Counts and coverage

3070 recorded entries · 652 awaiting detailed review · 584 excluded · 672 on hold · 3 publisher withdrawals · 1159 related to curated records.

  • Includes recorded What AI Found, VibeMathed, OpenAI, and news-led primary-source entries, plus publisher withdrawals.
  • Screening is metadata review, not a proof check. Registry flags are attributed reasons.
  • Entries overlap; OpenAI entries group related papers. Counts are not distinct discoveries.
  • Dates refer to saved decisions. Publication links use the current catalog.
  • Recorded searches do not cover all research.

Individual OpenAI manuscripts · Review criteria

Suggest a missing contribution or correction.

See omissions and decisions reviewed against public discussion.

Subject

Entries without a recorded subject appear only under All subjects. Coverage totals describe all subjects.

Screening decisions

1911 matching entries · Page 35 of 39

The Four-Qubit Hyperbolic Quadric Has Contextuality Degree 315

Awaiting detailed review

Versioned primary paper retrieved. Registry/formalization metadata does not establish contribution-specific central AI origin; isolate the original result, human proof input, prior bound and any changed theorem/checking scope before publication.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Function Contracts for Bounded Model Checking of C Programs

Awaiting detailed review

Versioned primary paper retrieved. Registry/formalization metadata does not establish contribution-specific central AI origin; isolate the original result, human proof input, prior bound and any changed theorem/checking scope before publication.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Studying proof data with proof theory: the case of AI-generated mathematics

Excluded

The reviewed scope is a proof-agent system, dataset/benchmark, solver or coordination/verification method on supplied targets. No distinct new AI-origin mathematics, TCS theorem or theoretical-physics result is established by that scope; benchmark performance is not promoted as a newly discovered theorem.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

A curved three-dimensional simplex Hilbert transform

Awaiting detailed review

Versioned primary paper retrieved. Registry/formalization metadata does not establish contribution-specific central AI origin; isolate the original result, human proof input, prior bound and any changed theorem/checking scope before publication.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Optimal single-track Gray codes from Gray-ordered necklaces

Awaiting detailed review

Versioned primary paper retrieved. Registry/formalization metadata does not establish contribution-specific central AI origin; isolate the original result, human proof input, prior bound and any changed theorem/checking scope before publication.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Erdős-Gyárfás Balanced Five-Colorings

Awaiting detailed review

Versioned primary paper retrieved. Registry/formalization metadata does not establish contribution-specific central AI origin; isolate the original result, human proof input, prior bound and any changed theorem/checking scope before publication.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Sharp zero forcing numbers for the generalized Petersen graphs $P(n,3)$ and $P(n,4)$

Awaiting detailed review

Versioned primary paper retrieved. Registry/formalization metadata does not establish contribution-specific central AI origin; isolate the original result, human proof input, prior bound and any changed theorem/checking scope before publication.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

The Self-Improvement Problem

Awaiting detailed review

Versioned primary paper retrieved. Registry/formalization metadata does not establish contribution-specific central AI origin; isolate the original result, human proof input, prior bound and any changed theorem/checking scope before publication.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Smale's mean value constant and admissible univalent Blaschke pairs

Awaiting detailed review

Existing normalized manuscript identity. The later human Smale analysis is an extension; whether it explains the original AI argument, as opposed to supplying a replacement, needs exact-source comparison.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Metric Dimension is NP-complete on Graphs of Treewidth Two

Awaiting detailed review

Existing metric-dimension/treewidth lead reused. Separate the human original NP-completeness proof from Claude formalization; no new mathematical result inferred from refreshed metadata.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-21T07:53:19.130Z

Uniform Bessel bounds for magnetization crossings in finite Ising chains

Awaiting detailed review

Explicit model-assisted proof/statement roles found. Before retaining a precise theorem, reconcile the human notes, earlier communication or hand-rewritten proof with the model-origin argument and the exact primary theorem. Do not transfer whole-paper checking or importance to every AI-assisted component.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

A Trust Ledger and an Execution Check for CPG-Based C-to-Lean 4 Autoformalization: Separating Declined from Silently Incorrect Translations

Excluded

The reviewed scope is a proof-agent system, dataset/benchmark, solver or coordination/verification method on supplied targets. No distinct new AI-origin mathematics, TCS theorem or theoretical-physics result is established by that scope; benchmark performance is not promoted as a newly discovered theorem.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Classical Capacity and Entanglement Cost of the Amplitude Damping Channel

Awaiting detailed review

Explicit model-assisted proof/statement roles found. Before retaining a precise theorem, reconcile the human notes, earlier communication or hand-rewritten proof with the model-origin argument and the exact primary theorem. Do not transfer whole-paper checking or importance to every AI-assisted component.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

MathAdv: What Theorem Provers Know, Reason, Formalize, and Generalize

Excluded

The reviewed scope is a proof-agent system, dataset/benchmark, solver or coordination/verification method on supplied targets. No distinct new AI-origin mathematics, TCS theorem or theoretical-physics result is established by that scope; benchmark performance is not promoted as a newly discovered theorem.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

A sharp norm inequality for entanglement-breaking channels

Awaiting detailed review

Explicit model-assisted proof/statement roles found. Before retaining a precise theorem, reconcile the human notes, earlier communication or hand-rewritten proof with the model-origin argument and the exact primary theorem. Do not transfer whole-paper checking or importance to every AI-assisted component.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Provable Coordination for LLM Agents via Message Sequence Charts

Excluded

The reviewed scope is a proof-agent system, dataset/benchmark, solver or coordination/verification method on supplied targets. No distinct new AI-origin mathematics, TCS theorem or theoretical-physics result is established by that scope; benchmark performance is not promoted as a newly discovered theorem.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Beyond Leaderboards: A Method for Application-Specific Capability Profiling of Large Language Models

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Verifying Human-Written Reasoning References

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Tactix: Towards a Programmable Strategy Interface for Flexible SAT Solving

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

LLM-Assisted Bi-Approximate CHC Solving

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Refusal Is Not Robustness: Measuring Harmful Reachability in Autoregressive Language Models

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

On the Complexity of Symmetric Boolean Functions in Multiparty Private Simultaneous Messages

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

A short proof of a quadratic lower bound on the border determinantal complexity of $x_1^n+\cdots+x_n^n$ over $\mathbb{C}$: A simple human exposition

Awaiting detailed review

Despite the title’s simple human exposition, the fetched text discloses model-generated/adversarially rewritten mathematical content. It concerns border/symmetric determinantal complexity, not the retained cubic permanent–determinant claim. Do not infer human understanding or a check of that other result.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Translation-Invariant Pure States with Exotic Half-Chain Factors

Awaiting detailed review

Primary theoretical spin-chain paper and generative-AI disclosure read. Specific intermediate ideas arose in model discussions, but the central construction versus human proof inputs needs contribution-level allocation; AI assistance alone is insufficient.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Examples of Uniformly Quasiregular Mappings with Fatou Set Having Infinitely Many Components

Awaiting detailed review

Selected primary paper retrieved for broad-field review. Precise central-AI research output and novelty relative to the human method/model baseline are not established by metadata or a general AI-use statement. Numerical or application checks remain scoped to their actual model.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Robustness of Neural Networks for CMB Polarization Foreground Removal

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Emergent Sparsity: How Many Effective Variables Survive Coarse-Graining in AlphaEarth Embeddings?

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

CME-SpectrumBench: Can LLMs Analyze Condensed Matter Spectral Data?

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Gravitational-wave parameter estimation with machine-learning generated surrogate waveforms

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Sampling the XY model with an attention-based neural network

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Mesoscopic learning dynamics of extensive-width neural networks

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

AgentRivet: an automated system for producing Rivet routines from journal publications

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Electrochemical Molecular Dynamics within the Finite-Field Framework

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Multiple Superconducting Phases under Pressure for Different Field Directions in UTe2

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Quantum Periods from TBA and Continued Fractions

Awaiting detailed review

Selected primary paper retrieved for broad-field review. Precise central-AI research output and novelty relative to the human method/model baseline are not established by metadata or a general AI-use statement. Numerical or application checks remain scoped to their actual model.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Forcing in bounded arithmetic and set theory: analogies and differences

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

The failure of stable composition for equivalence relations in simple theories

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

A sound pure type system with ranks as sorts and Type-in-Type

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Suszko's Thesis and Many-valued Logical Structures

Awaiting detailed review

Recovered arXiv metadata screened for mathematics, theoretical computer science and theoretical physics relevance. Not a completed primary-paper review; many are applications, experimental control, language-model evaluations or human work. No publication or proof-validation inference from a metadata match.

Screening recorded: 2026-10-20 · Decision reviewed: 2026-10-20T07:30:08.090Z

Discovery metadata attribution: What AI Found, CC BY 4.0 · VibeMathed contributors, editorial layer CC BY 4.0. AIProofWatch supplies the screening decisions.