Human-in-the-Loop AI

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16 papers in the last four weeks, up 33% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28
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  1. Carnot: Interpretable, Interactive, and Optimized Execution of Deep Research Queries

    Aug 10, 2026Matthew Russo, Yash Agarwal, Tianyu Li +5Human-in-the-Loop AI

    MIT

  2. The Capability Ladder: A Curriculum-Modernization Framework for Workforce Readiness in the AI Era

    Aug 7, 2026Majid Memari, George RudolphComputer Science EducationAI in Education

    Department of Computer Science, Utah Valley University, Orem, UT 84058, USA

  3. Vibe Compiler: A Research-Logic Synthesis Tool That Runs without Prompt Engineering -Toward Enhancing Metacognition for Sustaining Agency in the Age of Generative AI-

    Aug 6, 2026Riichiro Mizoguchi, Tomoki Aburatani, Kento Koike +1Human-in-the-Loop AIResearch Idea Generation

    Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan · Osaka Metropolitan University, Osaka, Japan · Kanagawa University, Yokohama, Kanagawa, Japan +1

  4. Adaptive Arena-based Contestable Argumentative Network-of-Experts for Open-Ended Care Plan Coordination

    Aug 5, 2026Truong Thanh Hung Nguyen, Hoang-Loc Cao, Phuc Ho +3Multi-Agent LLM SystemsHealthcare

    Analytics Everywhere Lab, University of New Brunswick, Canada · National Research Council Canada, Canada

  5. CoPlan: A Trustworthy Co-Intelligence Interface for Care Planning through Role-Based Contestable Argument Graphs

    Aug 5, 2026Hung Truong Thanh Nguyen, Hélène Fournier, Piper Jackson +4Human-in-the-Loop AIHuman-AI Collaboration

    Analytics Everywhere Lab, University of New Brunswick, Canada · National Research Council Canada, Canada · Thompson Rivers University, Canada +2

  6. CURATE: Leveraging LLM Agents to Compose, Catalog, and Deploy Reproducible Workflows

    Aug 4, 2026Nolan Cutler, Chia-Chen Kuo, Nanda Velugoti +2Multi-Agent LLM SystemsHuman-in-the-Loop AI

    School of EECS Oregon State University · School of CBEE Oregon State University

  7. EvoHIL: Self-Evolving Reward and Flow-Matched Policy Optimization for Robust Human-in-the-Loop Reinforcement Learning

    Aug 4, 2026Shuoqin Zhang, Tongtong Cheng, Xiru Gao +7Reward ModelingRobot Policy Learning

  8. Towards a new paradigm of scientific discovery with socialized artificial intelligence

    Aug 3, 2026Xinjie Yao, Xingxin Xu, Xiyuan Gao +21AI for ScienceHuman-in-the-Loop AI

    Baize Research · Faculty of Information Engineering and Automation, Kunming University of Science and Technology · Yunnan Key Laboratory of Artificial Intelligence, Kunming University of Science and Technology +5

  9. AI-assisted Script Management for Requirements Elicitation Interviews

    Aug 3, 2026Anmol Singhal, Paulo Carvalho, Travis BreauxRequirements EngineeringHuman-in-the-Loop AI

    Carnegie Mellon University, Pittsburgh, USA

  10. Asking Questions the Right Way: A Multi-Agent Conversational System for Prompt Formulation in Complex Task Resolution

    Aug 2, 2026B. Sankar, Pawni Yadav, Srinidhi Ranjini Girish +1Multi-Agent LLM SystemsStructured Prompting

    Department of Mechanical Engineering, Indian Institute of Science (IISc), Bangalore, India · Department of Design and Manufacturing, Indian Institute of Science (IISc), Bangalore, India

  11. An AI Scientist that Doesn't Drift: Taste, Structure, and Falsifiable Findings in a Quadruped Navigation Research Loop

    Jul 30, 2026Yiwen Zhang, Eloise Zeng, Jaeha Lee +1AI for ScienceHuman-in-the-Loop AI

    Division of Physics, Mathematics and Astronomy, California Institute of Technology, Pasadena, CA 91125, U.S.A. · Department of Mechanical and Civil Engineering, California Institute of Technology, Pasadena, CA 91125, U.S.A.

  12. Synchronizing Beliefs with Second-Order Theory-of-Mind in Human-Autonomy Teams (Extended Version)

    Jul 29, 2026Jack Mirenzi, Henny AdmoniPairwise Preference LearningTheory of Mind

    Robotics Institute, Carnegie Mellon University

  13. AgentGUI: An Interface for Observing and Steering Long-Running AI Agents

    Jul 28, 2026Xuan Zhao, Jiwoong Sohn, Qinyue Zheng +1GUI AgentsHuman-in-the-Loop AI

    ETH Zürich · ETH AI Center

  14. DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues

    Jul 28, 2026Takyoung Kim, Kang-wook Kim, Sang Hoon Woo +3Human-in-the-Loop AISynthetic Data Generation for Language Models

    University of Illinois Urbana-Champaign · Seoul National University · University of California, Berkeley +2

  15. The Boundaries of Automation: A Theory of Persistent Human Participation

    Jul 23, 2026Fares Fourati, Hinrich Schütze, Eyke Hüllermeier +1Human-in-the-Loop AIHuman-AI Collaboration

    TU Darmstadt · LMU Munich, MCML · TU Darmstadt, ATHENE

  16. pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development

    Jul 23, 2026Chen Zhu, Xiaolu Wang, Weilong ZhangAI-Assisted Scientific ResearchAI Agent Evaluation

    China Agricultural University · University of Cambridge

  17. Human-in-the-Loop User Feedback Affects Perceived Accuracy and Trust, but Task Subjectivity Matters

    Jul 20, 2026Donald R. Honeycutt, Mahsan Nourani, Eric D. RaganHuman Preference EvaluationHuman-in-the-Loop Evaluation

    University of Florida, USA · Northeastern University, USA

  18. Agentic ERP: Multi-Agent Large Language Model Architecture for Autonomous Enterprise Resource Planning

    Jul 19, 2026Zhihao Liu, Tianyu Wang, Xi Vincent Wang +1Multi-Agent OrchestrationLLM Agent Evaluation

    Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden

  19. Real-World Evaluation of an AI Agent Drafting Translational Impact Summaries

    Jul 18, 2026Mohammad Arvan, Amber E. Osterholt, Bailee Rue +5AI Agent EvaluationHuman-in-the-Loop AI

    University of Illinois Chicago, Chicago, IL, USA

  20. Interactive Training 2: Auditable Control Plane for Live Model Training

    Jul 17, 2026Wentao Zhang, Xuanhe Pan, Han Zhou +2Human-in-the-Loop AI

    University of Waterloo · University of Wisconsin-Madison

  21. Human-Robot Interaction in GenAI Architectures via the Agent-Client Protocol

    Jul 16, 2026Jesus Moncada-Ramirez, Jose-Raul Ruiz-Sarmiento, Javier Gonzalez-JimenezAgent Communication ProtocolsLLM Agent Orchestration

    Machine Perception and Intelligent Robotics Group (MAPIR-UMA), Malaga Institute for Mechatronics Engineering and Cyber-Physical Systems (IMECH.UMA), University of Malaga, 29071 M´alaga, Spain

  22. Deep Interaction: An Efficient Human-AI Interaction Method for Large Reasoning Models

    Jul 15, 2026Hefeng Zhou, Jinxuan Zhang, Jiong Lou +4LLM Self-CorrectionLLM Prompting

    Shanghai Artificial Intelligence Laboratory · Shanghai Jiao Tong University

  23. Zero2Skill: Bootstrapping Robot Skills through Autonomous Data Collection, Training, and Deployment

    Jul 15, 2026Boyuan Wang, Zhenyuan Zhang, Zhiqin Yang +16Robot Policy LearningRobotic Data Collection

    GigaAI · University of Chinese Academy of Sciences · Hong Kong University of Science and Technology +6

  24. SAFETY SENTRY: Context-Aware Human Intervention via EXECUTE-ASK-REFUSE Routing

    Jul 15, 2026Tianyu Chen, Chujia Hu, Wenjie WangLanguage Model Safety EvaluationLLM Guardrails

    ShanghaiTech University, Shanghai, China

  25. Self-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework

    Jul 13, 2026Aditya Aggarwal, Nahid Farhady GhalatyLLM Self-CorrectionContinual Learning for LLM Agents

    Microsoft

  26. Enhancing LLMs through human feedback: a journey towards self-improvement

    Jul 13, 2026Tatiana Pelc, Gila Kamhi, Asaf Avrahamy +1Retrieval-Augmented GenerationHuman-in-the-Loop AI

    1Intel Corporation

  27. NVAITC AI Scientist: A Governed End-to-End Research System -- A Hypertension GWAS Case Study

    Jul 13, 2026Eddie Huang, Ken Liao, Iven Fu +14Human-in-the-Loop AIAI Agent Governance

    NVIDIA AI Technology Center, NVIDIA Corporation · NVIDIA AI Technology Center (NVAITC), NVIDIA Corporation · Department of Medical Research, China Medical University Hospital, Taichung, Taiwan +12

  28. LOGOS: A Living Logic for AI Agent Teams That Evolve With Humans

    Jul 12, 2026Yuma Ichikawa, Yamato Arai, Kosaku Kimura +2Multi-Agent LLM SystemsHuman-in-the-Loop AI

    1Fujitsu Limited · 2RIKEN Center for AIP · 4Tokai University

  29. Motif: Discovering and Automating Personal Web Workflows

    Jul 12, 2026Shaokang Jiang, Daye NamLLM-Based Program SynthesisHuman-in-the-Loop AI

    University of California, Irvine Irvine, California, USA

  30. Neutralizing Structural Inequality in the Nigerian FinTech Sector

    Jul 11, 2026Muhammad Abdullahi SaidAlgorithmic FairnessFinancial Fraud Detection