← 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 36 of 39

Service-Induced Congestion in Memory-Constrained LLM Serving

Awaiting detailed review

Collected arXiv metadata screened for scope. This is discovery, not a completed primary-paper review or proof check. Supplied-target benchmarks, applied prediction and human technical work are not automatically curated.

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

From Formulation to Articulation: Considerations for AI-Assisted Research in Information Theory

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

Test-Time Compute Games

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

Large Language Model Steering of Acousto-Optic Tweezer Arrays

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

Competition and Diversity in Generative AI

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

Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance

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

How a Cooperative-Override Circuit Suppresses Nash Play in 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

Gate-defined quantum dot and charge noise analysis in a Forksheet transistor

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 possibilities and limitations of LLM-based multi-agent systems for multi-criteria decision-making in healthcare operations management

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

ParetoChat: An LLM-Based Interface for Interactive Multi-Objective Optimization

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

Cooperation Without Adaptation: LLM Agents in a Collective-Risk Dilemma

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

Efficient LLM-Generated Shuttling Compilers for Complex Trapped-Ion Architectures

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 Polynomial-Time Algorithm for the Minimal Input/Output Node Cardinality Disturbance Decoupling Problem via Output Feedback

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

Uncovering Hierarchical Structure in LLM Embeddings Using Geometric and Topological Measures

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

Agentic AI -- Physicist Collaboration in Experimental Particle Physics: A Proof-of-Concept Measurement with LEP Open 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

MADGRAV: a multilevel anomaly-detection pipeline for gravitational-wave searches applied to LIGO 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

A probabilistic framework for irreversible kinetics

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

Newton-Based Methods for Bilevel Optimization Beyond Lower-Level Strong Convexity

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

Training with ML-labeled Data via Stochastic First- and Zeroth-Order Optimization

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

FOMTools: Development and AI-Assisted Code Generation for First-Order Methods

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

Polar Switch: Fast Muon Orthogonalization with Polynomial Circuits

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

Measurement-efficient energy estimator for quantum chemistry of photodynamic materials

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

Post-Selection Distributional Model Evaluation

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 Complete Dichotomy for $L_\infty$ Permutation Removal

Excluded

The primary disclosure dates all mathematical proofs to human work completed by the end of 2025. Later AI exposition and Lean assistance do not qualify as the origin of the contribution.

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

An orthogonality inequality in $\mathbb{RP}^{n-1}$ and the double-cap conjecture

Awaiting detailed review

Human paper gives Funk-transform/rotation arguments; the separate LeanShadow proof uses a different AI-assisted argument and does not verify the paper or all its applications. Identify the central AI proof idea versus a human-supplied strategy before inclusion.

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

Record Types Everywhere

Awaiting detailed review

Versioned primary retrieved and scoped. Formalization or general AI-use metadata does not document a specific central AI mathematical contribution. Resolve the original idea, human input, exact theorem and prior baseline before inclusion.

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

A 55-Addition Rank-23 Scheme for $3\times3$ Matrix Multiplication via Exact Two-Sided Minimization

Awaiting detailed review

Primary paper reports rank 23 matrix multiplication with 55 additions (13+14+28), prior 56, and July discovery dates predating this October version. Claude supplied search/tooling, minimizers and Lean under human direction; specific central AI solution versus classical search-code work remains unresolved. Independent July rediscovery is not a new October milestone.

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

Compact Quasi-Metric Spaces Are Expand-Contract Plastic

Awaiting detailed review

Versioned primary retrieved and scoped. Formalization or general AI-use metadata does not document a specific central AI mathematical contribution. Resolve the original idea, human input, exact theorem and prior baseline before inclusion.

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

The rank of 3x3 matrix multiplication over F2 is 23

Awaiting detailed review

Versioned primary retrieved and scoped. Formalization or general AI-use metadata does not document a specific central AI mathematical contribution. Resolve the original idea, human input, exact theorem and prior baseline before inclusion.

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

Moment Ambiguity and the Limits of Robust Stochastic Optimization

Awaiting detailed review

Moment-ambiguity lead reused. Lean checking and a general AI-use statement do not allocate the core robust-optimization theorem to AI; retain contribution-specific attribution gap.

Screening recorded: 2026-10-21 · Decision reviewed: 2026-10-22T07:39:59.456Z

Blueprint for an AI-Enabled Particle Theory Community

Awaiting detailed review

Collected arXiv metadata screened for scope. This is discovery, not a completed primary-paper review or proof check. Supplied-target benchmarks, applied prediction and human technical work are not automatically curated.

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

Learning the open string spectrum with neural networks

Awaiting detailed review

Neural bootstrap/open-string spectrum inference is scoped to its supplied constraints and numerical evidence. No exact uniqueness theorem or experimental confirmation inferred; establish a qualifying theoretical contribution and AI-origin role.

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

Computable Quantification in Reflective Grounded Arithmetic

Awaiting detailed review

Collected arXiv metadata screened for scope. This is discovery, not a completed primary-paper review or proof check. Supplied-target benchmarks, applied prediction and human technical work are not automatically curated.

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

The first-order part of the Ordered Variable Word theorem

Awaiting detailed review

Selected primary paper read across broad fields. General AI discussion, application or model proof assistance does not establish the particular central AI mathematical advance; exact contribution allocation remains unresolved.

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

Claims of emergence in AI should be grounded in information decomposition

Awaiting detailed review

Collected arXiv metadata screened for scope. This is discovery, not a completed primary-paper review or proof check. Supplied-target benchmarks, applied prediction and human technical work are not automatically curated.

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

Local Work, Global Progress: A Convergence Theory of AI Agent Collaboration

Awaiting detailed review

Selected primary paper read across broad fields. General AI discussion, application or model proof assistance does not establish the particular central AI mathematical advance; exact contribution allocation remains unresolved.

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

Sionna Bench: Towards Benchmarks in Wireless Communications

Awaiting detailed review

Collected arXiv metadata screened for scope. This is discovery, not a completed primary-paper review or proof check. Supplied-target benchmarks, applied prediction and human technical work are not automatically curated.

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

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