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11 papers in the last four weeks, up 57% on the four weeks before. 0.1% of all new papers.

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  1. CompMat-Bench: Benchmarking AI Agents for Computational Materials Science

    Sep 30, 2026Chenmu Zhang, Levi Felix, Jun-Jie Zhang +6Materials ScienceArtificial Intelligence Agents

    Department of Materials Science and NanoEngineering Rice University, Houston, TX 77005, USA

  2. Ontology-Based Contextual AI Evaluations (OB-CAIE) Methodology

    Sep 30, 2026Julie Krugler Hollek, Michael Zargham, Mala KumarArtificial Intelligence EvaluationMethodology

    Humane Intelligence · Dynamical Systems Group

  3. Methodological Changes to the Attention ResUNet Hourly Precipitation Postprocessor

    Sep 29, 2026Thomas M. HamillPrecipitation NowcastingU-Net

    The Weather Company, Atlanta, Georgia

  4. ScAn-Bench: Evaluating Scaling Analysis Methodology

    Sep 28, 2026Artin Sermaxhaj, Nastaran Alipour, Donat Sinani +4Large Language Model BenchmarksWireless Foundation Models

    University of Freiburg · Zuse School ELIZA · Juelich Supercomputing Center (JSC), Research Center Juelich (FZJ)

  5. Made in Hungary: Comments on the performance of generative language models

    Sep 16, 2026Mátyás Osváth, Enikő Héja, Noémi Ligeti-NagyUkrainianLow-Quality Data

    Institute for Language Technologies and Applied Linguistics ELTE Research Centre for Linguistics Budapest, Hungary

  6. Rethinking How We Evaluate Methodological Progress in Health AI

    Sep 16, 2026Florent Pollet, Matthew McDermottElectronic Health RecordsArtificial Intelligence Evaluation

    Department of Biomedical Informatics, Columbia University

  7. Right Tool, Right Job: Native-Language Evaluation, Tokenizer Sensitivity, and Methodological Findings from a French-Only BabyLM

    Sep 15, 2026Adam Zachary Wasserman, David BeaucheminLegal Natural Language Processing BenchmarksMotion-Language Alignment

    1Open Honest Foundation · 2Group for Research in Artificial Intelligence of Laval University (GRAIL), Université Laval, Québec, Canada

  8. The AI-Enabled Scientific Frontier

    Sep 14, 2026Gabriel Manso, Emma Fu, Neil ThompsonArtificial Intelligence ScientistsScientific Discovery

    1MIT CSAIL, MIT FutureTech

  9. Cortex: Content Analysis Support Software, a Resource for Qualitative Research

    Sep 14, 2026Ana Julia da Silva Soares, Rafael Coimbra PintoQualitative ResearchMethodology

    Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Sul (IFRS), Campus Canoas, Brazil

  10. (Whose defaults?) Is artificial intelligence reorienting archaeological methods?

    Sep 12, 2026Lorenzo Cardarelli, Roberto RagnoMethodology

    Seminar für Ur- und Frühgeschichte Georg-August-Universität Göttingen Göttingen, Germany · McDonald Institute for Archaeological Research University of Cambridge Cambridge, UK

  11. Artificial Intelligence-Assisted Digital Inventory of Cultural Heritage & Traditional Knowledge: Case for Indonesian Open Digital Library of Culture

    Sep 8, 2026Hokky SitungkirCultural HeritageAi-Based

    Dept. Computational Sociology - Bandung Fe Institute.

  12. Position: Unlabeled IS NOT Equal to No Human Supervision in Visual Learning

    Sep 2, 2026Dong LaoUnlabeled DataUnsupervised

    Division of Computer Science and Engineering, Louisiana State University, Louisiana, USA.

  13. Agentic Empirical Asset Pricing: Methodological Foundations

    Sep 1, 2026Yingjian Pan, Xiaowei Ding, Kay GieseckeAgentic EvaluationsEconomies

    Advanced Financial Technologies Laboratory · Stanford University · School of Information Management +1

  14. Debiased Inference for AI-Generated Data without Gold-Standard Labels: Identification via Multiple Imperfect Measurements

    Aug 18, 2026Naoki Egami, Sooahn ShinStatistical InferenceLarge Language Model Annotations

    Department of Political Science and Statistics and Data Science Center, Massachusetts Institute of Technology, Cambridge, MA 02139 · Department of Political Science, Massachusetts Institute of Technology, Cambridge, MA 02139

  15. Social Chain of Thought: A Multi-Agent Architecture Grounded in Medical Differential Diagnosis Methodology

    Aug 11, 2026Del Coburn, Scott Sanner, Dan SilverDiagnosisDeliberation

    Department of Sociology University of Toronto · Department of Mechanical & Industrial Engineering University of Toronto

  16. TRACES: A Benchmark for Epistemic Reliability in Scientific Reasoning by LLMs

    Aug 11, 2026Valentin Rodionov, Shamil AssylbekovLarge Language Model ReliabilityScientific Discovery

    Intellicat Cleveland, OH 44106

  17. Who Gets Heeded? An Obligation-Level Audit of Responsiveness in EPA Rulemaking

    Aug 11, 2026Jianing Fan, Yue YaoRegulationModel Auditing

    Columbia University New York, NY, USA

  18. Toward Human Rights Benchmarking for LLMs: A Pilot Methodology

    Aug 10, 2026Savannah Thais, Wm. Matthew Kennedy, Abhigyan Acherjee +3Legal Reasoning TasksArtificial Intelligence Evaluation

    Hunter College, New York, USA · Oxford Internet Institute, University of Oxford, UK · King’s College London, UK +2

  19. Constraining ontology mappings using metaphysical choices

    Aug 8, 2026Giacomo De Colle, Helena Blackmore, Chris PartridgeOntologySemantic Mapping

  20. Methodologies for Improving the Quality of AI Tutoring in K-12 Education

    Aug 7, 2026Tushar Udeshi, Anna Khazenzon, Kabir Khan +5TutorsMethodology

    Khan Academy, Mountain View CA 94041, USA

  21. Grad-CAM for Vision Transformers: A Systematic Taxonomy and Audit of Methodological Ambiguity in Explainable AI

    Aug 5, 2026Casey Wall, Longwei Wang, Rodrigue Rizk +1Gradient-Weighted Class Activation MappingVision Transformer

    USD Artificial Intelligence Research, Department of Computer Science, University of South Dakota

  22. Benign interpolation and Occam's razor

    Aug 4, 2026Tom F. Sterkenburg, Daniel A. Herrmann, Jan-Willem RomeijnStochastic InterpolantsInterpretability

  23. Statistical learning theory and Occam's razor: Regularization

    Aug 4, 2026Tom F. SterkenburgRegularizationInduction

  24. AI Security Leaderboard: Methodology, Results and Minimal Standard

    Aug 4, 2026Jasper Timm, Lukas Struppek, Ziwei Xu +12Security EvaluationJailbreak Success Rates

  25. Constructing Executable Analytical Knowledge Representations for Meta-Analysis Synthesis Using an Agentic Harness

    Aug 3, 2026Lingbo Li, Anuradha Mathrani, Teo SusnjakMethodologyAgent Harness

    School of Mathematical and Computational Sciences Massey University Auckland, New Zealand

  26. The methodology of Constructing the Large-Scale Dataset for Detecting Presuicidal and Anti-Suicidal Signals in Social Media Texts in Russian

    Aug 1, 2026Igor Buyanov, Darya Yaskova, Danil Serenko +3Suicide RiskSocial Media Posts

    Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44, build. 2, Vavilova St, Moscow, 119333, Russia. · MTS AI, 23, build 5, Podsosenskiy lane, Moscow, 105062, Russia. · Yandex, 16, Lev Tolstoy St, Moscow, 119021, Russia. +2

  27. AI4PLE: A Methodology for Integrating AI into Product Line Engineering

    Jul 24, 2026Bedir TekinerdoganMethodology

    Information Technology, Wageningen University & Research Wageningen, The Netherlands

  28. Subject-Level Heterogeneity in EEG Motor Imagery Decoding: A Large-Scale Benchmark and Portfolio-Based Reduction of the Search Space

    Jul 24, 2026Xavier Vasques, Paul Barbaste, Olivier OullierControlled ComparisonLarge-Scale Benchmark

    IBM Technology, Bois-Colombes, France · IBM France Lab, Orsay, France · Wavestone, Paris, France +4

  29. From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics

    Jul 23, 2026Muhsen HammoudOpenalex MetadataKnowledge Graphs

    Informatics Engineering Department, Informatics and Communication Engineering Faculty, Arab International University, Damascus, Syrian Arab Republic

  30. Can an AI System Be Creative? A Critical Perspective from Art and Engineering

    Jul 22, 2026Ivan Magrin-ChagnolleauCreativityArtificial Intelligence Systems

    Affiliated Scholar, Chapman University, Orange, California

  31. Using Fine-Tuned LLMs to Identify Indicators of Vulnerability in UK Police Incident Logs

    Jul 20, 2026Sam Relins, Daniel BirksPolicingModel Vulnerabilities

    School of Law, University of Leeds, Leeds, UK

  32. Equality, Equity, and Causality in Fairness Research: A Commentary on Cheng (2026)

    Jul 20, 2026Youmi SukAlgorithmic FairnessPsychometric Properties

    Teachers College, Columbia University

  33. A Methodology for Auditable Trustworthiness Levels in AI Lifecycle Governance

    Jul 17, 2026Andrea FerrarioTrustworthy Artificial IntelligenceAI Trustworthiness

    Institute of Biomedical Ethics and History of Medicine, University of Zürich, Zürich, Switzerland · SUPSI, Dalle Molle Institute for Artificial Intelligence (IDSIA), Lugano, Switzerland · ETH Zürich, Zürich, Switzerland

  34. QwenPaw-Data: Bridging Facts, Methodology, and Execution for Autonomous Enterprise Data Analytics

    Jul 13, 2026Tianjing Zeng, Yuntao Hong, Zhongjun Ding +17Data Science AgentsMethodology

    Alibaba Group

  35. Validating LLMs in social science: Epistemic threats and emerging norms

    Jul 8, 2026Meera Desai, Dallas Card, Abigail Z. JacobsComputational Social ScienceLarge Language Model Reliability

    School of Information, University of Michigan, Ann Arbor, USA · Center for the Study of Complex Systems, University of Michigan, Ann Arbor, USA.

  36. Unraveling Machine Behavior by Multi-Level Bias Analysis and Detection: Methodology and Application to Computer Vision

    Jul 8, 2026Ignacio Serna, Aythami Morales, Julian FierrezMnistComputer Vision

    Center for Humans and Machines, Max Planck Institute for Human Development, Berlin, Germany · BiometricsAI, UAM, Madrid, Spain · Department of Mathematics, ULPGC, Spain

  37. Do It Right! A Methodology for Successful NLP System Development

    Jul 6, 2026Olga V. Patterson, Brett South, T. Elizabeth Workman +1Natural Language ProcessingMethodology

    a[Affiliation placeholder]

  38. EvalLoop: A Methodology for Evaluation-Driven Iterative Improvement of Business AI Systems

    Jul 6, 2026Kenneth Benavides, Josh Fleischer, Danti ChenLoopMethodology

    Robert Half

  39. The Agentic Garden of Forking Paths

    Jul 1, 2026Jiacheng Miao, Jonathan K Pritchard, James ZouMethodologyArtificial Intelligence Agents

    Department of Biomedical Data Science, Stanford University · Department of Genetics, Stanford University · Department of Biology, Stanford University +2

  40. A Methodology for Investigating AI Patterns Prevalence in Software Repositories

    Jul 1, 2026Srinath Perera, Hasinthaka Piyumal, Frank Leymann +1Code QualityMethodology

    WSO2 · Santa Clara, CA, USA · University of Stuttgart2 +1

  41. The Calibration Turn in AI-Assisted Research: A Conceptual and Methodological Framework for Evidence-Licensed Claims

    Jun 30, 2026Hongmin LiCategory-Aware Atomic ClaimsScientific Discovery

    School of Life Science and Technology, Institute of Science Tokyo, 2-12-1 Ookayama, Meguro-ku, Tokyo 152-8550, Japan · Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa-shi, Chiba 277-8561, Japan

  42. From Failure Taxonomy to Intervention: A Diagnostic Methodology for Industry-Scale AVLM in Video and Live-Streaming Platform Moderation

    Jun 29, 2026Shuchang Ye, Jinqiang Yu, Zhujun Xiao +6Content ModerationStreaming Video

    1TikTok

  43. Data-Driven Evolution of Library and Information Science Research Methods (1990-2022): A Perspective Based on Fine-grained Method Entities

    Jun 24, 2026Chengzhi Zhang, Yi Mao, Shuyu PengMethodologyData-Driven

    Department of Information Management, Nanjing University of Science and Technology, Nanjing, 210094, China

  44. To Compare, or Not to Compare: On Methodological Practices in Evaluating Social Bias

    Jun 23, 2026Federico Marcuzzi, Xuefei Ning, Roy Schwartz +1Large Language Model BiasComparison

    INSAIT, Sofia University “St. Kliment Ohridski”, Bulgaria · Tsinghua University, China · The Hebrew University of Jerusalem, Israel +1

  45. Bridging Data Gaps in Structural Fragility Modeling through Transfer Learning: Methodology and Case Studies

    Jun 17, 2026Narges Saeednejad, Jamie Ellen PadgettFragilityTransfer Learning

    Department of Civil and Environmental Engineering, Rice University, Houston, TX, USA · Ken Kennedy Institute, Rice University, Houston, TX, USA

  46. The Shift Toward Open and Reproducible AI Research

    Jun 15, 2026Kevin L Coakley, Thijs Snelleman, Holger Hoos +1ReproducibilityJournal

    Department of Computer Science, Norwegian University of Science and Technology, Sem Sælands Vei 7-9, Trondheim, 7031, Trønderlag, Norway. · San Diego Supercomputer Center, University of California San Diego, 9500 Gilman Dr, La Jolla, 92093, California, USA. · Chair of AI Methodology, RWTH Aachen University, Theaterstrasse 35-39, Aachen, 52062, North Rhine-Westphalia, Germany. +1

  47. Artificial Intelligence as Monism: Ontological, Organisational, and Methodological Implications

    Jun 15, 2026Bertrand K. HassaniUnified FormulationStakeholders

    QUANT AI Lab, C. de Arturo Soria, 122, 28043 Madrid, Spain · Department of Computer Science, University College London, Gower Street, London WC1E 6EA, UK · Centre d’Économie de la Sorbonne (CES), Maison des Sciences Économiques (MSE), Université Paris 1 Panthéon-Sorbonne, 106-112 Boulevard de l’Hôpital, 75013 Paris, France +1

  48. Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods

    Jun 15, 2026Francesca Carlon, Brecht Verbeken, Vincent Ginis +1MethodologyResearch Automation

    1Data Analytics Lab, Vrije Universiteit Brussel, Pleinlaan 5, 1050 Brussels, Belgium · 2imec-SMIT, Vrije Universiteit Brussel, Pleinlaan 9, 1050 Brussels, Belgium · School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, USA

  49. Agents All the Way Down; A Methodology for Building Custom AI Agents from Substrate to Production

    Jun 10, 2026Marc Alier Forment, Juanan Pereira, Francisco José García-Peñalvo +1Artificial Intelligence AgentsMethodology

    Universitat Politècnica de Catalunya (UPC), Barcelona, Spain · Universidad del País Vasco / Euskal Herriko Unibertsitatea (UPV/EHU), Donostia-San Sebastián, Spain · Universidad de Salamanca (USAL), Salamanca, Spain

  50. AI Coding Agents in Social Science: Methodologically Diverse, Empirically Consistent, Interpretively Vulnerable

    Jun 9, 2026Meysam Alizadeh, Fabrizio Gilardi, Mohsen Mosleh +1Computational Social ScienceMethodology

    University of Oxford · University of Zurich · Technical University of Munich

  51. Post-Rejection Follow-up Sampling: A Methodology for Counterfactual Outcome Measurement in Algorithmic DEX Trading

    Jun 6, 2026Arati Uday KamatAlgorithmic TradingRejection

    Independent Researcher

  52. ReadingMachine: A Computational Methodology for Structured Corpus Reading and Large-Scale Synthesis

    Jun 5, 2026James MorrisseyText CorporaSummarization

  53. PSViT: A Methodology for Structurally Pruning Spiking Vision Transformers

    Jun 2, 2026Rachmad Vidya Wicaksana Putra, Achyuta Muthuvelan, Alberto Marchisio +1Self-Supervised Vision TransformersTransformer Architectures

    eBRAIN Lab, Division of Engineering, New York University (NYU) Abu Dhabi, United Arab Emirates (UAE)

  54. Gate AI: LLM Security Benchmark Evaluation Methodology and Results

    Jun 1, 2026Ryle Goehausen, Marcus SousaLarge Language Model SafetyJailbreak Success Rates

  55. The Case for Model Science: Verify, Explore, Steer, Refine

    May 31, 2026Przemyslaw Biecek, Luca Longo, Jianlong Zhou +3Artificial Intelligence ModelsMethodology

    Center for Credible AI · University of Warsaw · Warsaw University of Technology +7

  56. Developing a UXR Point of View for Cognitive Accessibility in Mobile Learning with Generative AI

    May 29, 2026Fatima Ahmad Muazu, Festus Adedoyin, Huseyin Dogan +3AccessibilityInteractive Learning

    School of Computing and Engineering, Bournemouth University Poole, UK

  57. World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications

    May 28, 2026Arif Hassan Zidan, Yi Pan, Hanqi Jiang +23World ModelsEmbodied Artificial Intelligence

    School of Computer and Cyber Sciences, Augusta University, Augusta, GA, USA · School of Computing, University of Georgia, Athens, GA, USA · Tandon School of Engineering, New York University, Brooklyn, NY, USA +9

  58. A Methodology to Assess Power Modeling in Energy-Aware Federated Learning on Heterogeneous Mobile Devices

    May 26, 2026Chaimae Jallouli, Karim Boubouh, Robert BasmadjianEnergy ConsumptionFederated Learning

    Mohammed VI Polytechnic University, Benguerir, Morocco · Khalifa University, Abu Dhabi, UAE

  59. Many Logics, One Methodology: A Plea for Logical Pluralism in Formalised Reasoning (preprint)

    May 26, 2026Christoph Benzmüller, Daniel Kirchner, Luca PasettoFirst-Order LogicLogic

    Otto-Friedrich-Universität Bamberg, Kapuzinerstraße 16, 96047 Bamberg, Germany · Freie Universität Berlin, Kaiserswerther Str. 16-18, 14195 Berlin, Germany · University of Luxembourg, P. de l’Université 2, 4365 Esch-sur-Alzette, Luxembourg

  60. A Methodological Framework for Explicit Control of the Speed-Accuracy Trade-off in Brain-Computer Interfaces

    May 26, 2026Javier Jiménez, Francisco B RodríguezBrain-Computer InterfaceSpeeds