Human-AI Collaboration

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Inventorship in AI-Assisted Inventions: Designing an Experiment to Shape Case Law
May 15, 2026Yevhenii Shchetynin, Duygu Usta, Bryan KhanHuman-AI Collaboration
University of Turin, Turin, Italy
Capability Conditioned Scaffolding for Professional Human LLM Collaboration
May 14, 2026Sen Yang, Yinglei MaUser Modeling Human-AI Collaboration
University College London · Fudan University
Beyond Partner Diversity: An Influence-Based Team Steering Framework for Zero-Shot Human-Machine Teaming
May 14, 2026Wei Sheng, Rohan PalejaMulti-Agent Coordination Cooperative MARL
Department of Computer Science Purdue University
Metis AI: The Overlooked Middle Zone Between AI-Native and World-Movers
May 14, 2026Xiang LiHuman-Centered AI Human Oversight of AI
Massachusetts General Hospital
AI in the Enterprise: How People Use M365 Copilot Chat
May 11, 2026Scott Counts, Yan Chen, Jing Dong +9Human-AI Interaction Human-AI Collaboration
Microsoft Corporation
Towards Conversational Medical AI with Eyes, Ears and a Voice
May 10, 2026Meet Shah, Jason Gusdorf, Anil Palepu +50Audio-Visual Understanding Healthcare
When Can Human-AI Teams Outperform Individuals? Tight Bounds with Impossibility Guarantees
May 9, 2026Dongxin Guo, Jikun Wu, Siu-Ming YiuEnsemble Learning Human-AI Decision Making
The University of Hong Kong, Hong Kong, China · Stellaris AI Limited, Hong Kong, China · Brain Investing Limited, Hong Kong, China
PLACO: A Multi-Stage Framework for Cost-Effective Performance in Human-AI Teams
May 8, 2026Pranavkumar Mallela, Vinay Kumar, Shashi Shekhar Jha +1Ensemble Learning Human-AI Decision Making
Indian Institute of Technology Ropar
Vibe coding before the trend
May 8, 2026Leon van Bokhorst, Koen SuilenProgramming Education Generative AI in Education
Fontys ICT, University of Applied science
The AI-Native Large-Scale Agile Software Development Manifesto
May 8, 2026Ricardo Britto, Fredrik Palmgren, Nishrith Saini +1Software Engineering Software Engineering Agents
Ericsson, Sweden · Blekinge Institute of Technology, Sweden
Caring Without Feeling: Affective Dynamics as the Control Layer of Human-AI Agent Collaboration
May 8, 2026Junjie Xu, Xingjiao Wu, Zihao Zhang +6Human-AI Interaction AI Agent Governance
East China Normal University, Shanghai, China. · National University of Singapore, Singapore.
TeamBench: Evaluating Agent Coordination under Enforced Role Separation
May 8, 2026Yubin Kim, Chanwoo Park, Taehan Kim +9Multi-Agent Coordination LLM Agent Evaluation
MIT · Google Research · Independent Researcher +1
AI co-mathematician: Accelerating mathematicians with agentic AI
May 7, 2026Daniel Zheng, Ingrid von Glehn, Yori Zwols +15AI Agents for Scientific Discovery AI-Assisted Scientific Research
Google DeepMind · Google
Human-AI Co-Evolution and Epistemic Collapse: A Dynamical Systems Perspective
May 7, 2026Xuening Wu, Yanlan Kang, Qianya Xu +5Model Collapse Human-AI Interaction
Fudan University, Shanghai, China · Pfizer China, Shanghai, China · University of California San Diego, CA, USA +4
PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI
May 7, 2026Wesley Hanwen Deng, Mingxi Yan, Sunnie S. Y. Kim +5Adversarial Prompt Generation LLM Red Teaming
Carnegie Mellon University Pittsburgh, Pennsylvania, USA · Apple Seattle, Washington, USA · Apple Cupertino, California, USA +1
Mise en Place for Agentic Coding: Deliberate Preparation as Context Engineering Methodology
May 6, 2026Andrew ZiglerLLM Planning Agentic Code Generation
LinearB Los Angeles, USA
How Do Novice Describers Edit AI Drafts? The Role of Draft Quality in Audio Description Authoring
May 6, 2026Lana Do, Shasta Ihorn, Charity M. Pitcher-Cooper +7Human Oversight of AI Human-AI Collaboration
Northeastern University United States · San Francisco State University United States · The Smith-Kettlewell Eye Research Institute United States +1
Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting
May 6, 2026Freyaa Chawla, Ahan Chawla, Rishi Singh +2Educational Technology AI in Education
Archbishop Mitty High School, San Jose, CA · University of Notre Dame, Notre Dame, IN · Indian Institute of Management Bodh Gaya, Bodh Gaya, India
DAO-enabled decentralized physical AI: A new paradigm for human-machine collaboration
May 6, 2026Mark C. Ballandies, Florian Spychiger, Uwe Serdült +1AI Governance Human-AI Collaboration
Blockchain and Distributed Ledger Technologies, University of Zurich, Zurich, Switzerland · School of Management and Law, Institute for Organizational Viability, Zurich University of Applied Sciences, Winterthur, Switzerland · Center for Democracy Studies Aarau (ZDA), University of Zurich, Aarau, Switzerland +1
Evaluating Generative Models as Interactive Emergent Representations of Human-Like Collaborative Behavior
May 5, 2026Shinas Shaji, Teena Chakkalayil Hassan, Sebastian Houben +1Multi-Agent LLM Systems Theory of Mind
Institute of AI and Autonomous Systems (A2S), Hochschule Bonn-Rhein-Sieg, Grantham-Allee 20, Sankt Augustin, 53757, Germany. · 3Fraunhofer Institute for Intelligent Analysis and Information SystemsMay (IAIS), Schloss Birlinghoven, Sankt Augustin, 53757, Germany. · 2Division for Systems and Control, Chalmers University of Technology, Chalmersplatsen 1, Gothenburg, 41296, Sweden.
AI Advocate: Educational Path to Transform Squads to the Future
May 5, 2026Carla Soares, Gabriel Moreira, Ana Paula Camargo +3AI Literacy Human-AI Collaboration
Zup IT Innovation, Brazil
A Workflow-Oriented Framework for Asynchronous Human-AI Collaboration in Hybrid and Compute-Intensive HPC Environments
May 5, 2026Sergio Mendoza, Cedric Bhihe, Natalia Zamora +5High-Performance Computing Human-in-the-Loop AI
1Barcelona Supercomputing Center, Spain · 2NTT DATA, Spain
Human-Provenance Verification should be Treated as Labor Infrastructure in AI-Saturated Markets
May 4, 2026Erin McGurk, David KhachaturovAI Governance Human-AI Collaboration
Department of Land Economy · University of Cambridge · Department of Computer Science and Technology
HAAS: A Policy-Aware Framework for Adaptive Task Allocation Between Humans and Artificial Intelligence Systems
May 4, 2026Vicente Pelechano, Antoni Mestre, Manoli Albert +1Manufacturing Software Engineering
aValencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València, Camino de Vera s/n, Valencia, Spain · bDepartament d’Informàtica, Universitat de València, Valencia, Spain
AIs and Humans with Agency
May 4, 2026David MumfordHuman-in-the-Loop AI LLM Agents
Reliable AI Needs to Externalize Implicit Knowledge: A Human-AI Collaboration Perspective
May 3, 2026Hengyu Liu, Tianyi Li, Zhihong Cui +5AI Agent Reliability Human-in-the-Loop AI
Department of Computer Science, Aalborg University, Aalborg, Denmark · Department of Informatics, University of Oslo, Oslo, Norway · School of Computing, Macquarie University, Sydney, Australia
HepScript: A Dual-Use DSL for Human-AI Collaborative Data Analysis Workflows in High-Energy Physics
May 2, 2026Junkun Jiao, Tong Liu, Ke Li +6Scientific Code Generation High-Energy Physics
Jilin University, Changchun, Jilin, China · Institute of High Energy Physics, CAS, Beijing, China · University of Chinese Academy of Sciences, Beijing, China
Seeking Information with RAG-Assistants: Does Model Size Matter in Human-AI Collaborations?
May 1, 2026Lennard C. Froma, Tom Kouwenhoven, Maaike H. T. de Boer +2LLM Evaluation Language Model Scaling
Leiden University - The Netherlands · TNO - The Netherlands · TU Delft - The Netherlands
On the Role of Artificial Intelligence in Human-Machine Symbiosis
May 1, 2026Ching-Chun Chang, Yuchen Guo, Hanrui Wang +2Human-AI Collaboration Human-AI Co-Creation
Information and Society Research Division, National Institute of Informatics, Tokyo, Japan · Graduate School of Information Science and Technology, University of Tokyo, Tokyo, Japan
Human-AI Coordination Zones: A Framework for Designing Human-in-the-Loop Experiences with Agentic AI
May 1, 2026James Pierce, Vaiva Kalnikaitė, Siddharth Gupta +1Human-in-the-Loop AI Human-AI Interaction
Amazon Web Services

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Inventorship in AI-Assisted Inventions: Designing an Experiment to Shape Case Law

Yevhenii Shchetynin, Duygu Usta, Bryan Khan

University of Turin, Turin, Italy

Human-AI Collaboration

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The latest improvements in artificial intelligence (AI) raise new challenges for intellectual property laws, particularly concerning the inventorship issue in AI-assisted inventions - that is, those in which AI is used in the inventive process. While most jurisdictions allow only a natural person to be considered the inventor, the question of how to deal with AI-assisted inventions remains relevant. Namely, what is the nature and contribution of AI tools in an AI-assisted invention that would prevent a human from being recognized as its inventor? The main challenge in addressing this question is the lack of case law on the issue. It is reasonable to assume that with the development of AI and the growing interest in its use in the inventive process, new cases will naturally arise, which in turn will harmonize and address the inventorship issue in AI-assisted inventions to some extent. However, this process will take significant time and may not keep pace with the rapid development of AI, nor fully address the new problems that arise alongside AI advancements. This research proposes the conditions of an experiment to create relevant case law. This experiment could be initiated by society, involving stakeholders specializing in AI. The article also proposes a methodology for conducting the experiment and selecting cases that best reflect the current state of AI use in the inventive process. Conducting such an approach will help identify the most effective methods for measuring human contribution to AI-assisted inventions when determining inventorship.