Human-AI Collaboration

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Overview

Human-AI collaboration studies how people and AI share tasks, exchange information, and adjust roles in settings such as clinical care, software engineering, education, science, and creative work. Approaches include task allocation and deferral, calibrated advice and ensembles, and interactive or multi-agent workflows with planning, shared context, feedback, and human checkpoints. Results depend not just on model accuracy but also on timing, user expertise, trust, task structure, and whether people can inspect and correct intermediate work. A central tension is that assistance can improve immediate outcomes while weakening independent skill, ownership, or accountability; evaluation increasingly considers interaction processes, reliance, learning, and safety alongside task success.

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458 papers34 papers in the last four weeks, down 24% on the four weeks before. 0.2% of all new papers.

  1. Artificial Intelligent Disobedience: Rethinking the Agency of Our Artificial Teammates

    Jun 27, 2025Reuth MirskyAgentic AIHuman-AI Collaboration

  2. "Is This Really a Human Peer Supporter?": Misalignments Between Peer Supporters and Experts in LLM-Supported Interactions

    Jun 11, 2025Kellie Yu Hui Sim, Roy Ka-Wei Lee, Kenny Tsu Wei ChooLarge Language Model-Based Role-Play SimulationEmotional Support Conversation

    Singapore University of Technology and Design, Singapore

  3. Toward AI standardization: A triadic human-ai collaboration framework for multi-level autonomous mobility

    Apr 27, 2025Gaojian Huang, Wei-Hsiang Lo, Guannan Liu +2Human-AI Collaboration

    Department of Industrial and Systems Engineering, San Jose State University, San Jose, CA, USA · Department of Applied Data Science, San Jose State University, San Jose, CA, USA

  4. Multimedia and Visual Analytics in the Agentic Era

    Apr 8, 2025Marcel Worring, Jan Zahálka, Stef van den Elzen +2Visual AnalyticsMultimodal Agents

    University of Amsterdam · Czech Technical University in Prague · Eindhoven University of Technology +1

  5. TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews

    Mar 26, 2025Huimin Xu, Seungjun Yi, Terence Lim +9Multi-Agent LLMsClinical NLP

    Department of Biomedical Engineering, University of Texas at Austin, USA · McCombs School of Business, University of Texas at Austin, USA · School of Information, University of Texas at Austin, Austin, TX, USA and Dell Medical School, University of Texas at Austin, Austin, TX, USA

  6. Tool and Trainer? Experimental Evidence on Human Learning from Predictive AI in Cancer Diagnosis

    Feb 23, 2025Vivianna Fang He, Sihan Li, Phanish Puranam +1Human-AI CollaborationClinical Decision-Making

    UCL School of Management, University College London; London, United Kingdom. · INSEAD; Singapore. · West China Hospital, Sichuan University; Chengdu, China.

  7. Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise

    Oct 3, 2024Rose E. Wang, Ana T. Ribeiro, Carly D. Robinson +2Educational TechnologyGenerative AI in Education

    Stanford University

  8. Impact of Model Interpretability and Outcome Feedback on Trust in AI

    Nov 16, 2021Daehwan Ahn, Abdullah Almaatouq, Monisha Gulabani +1Human-AI InteractionTrust in AI

    FHCE Department, University of Georgia · The Wharton School, University of Pennsylvania · MIT Sloan School of Management, Massachusetts Institute of Technology +1