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Related Experiment Video

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High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity
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Toward Agency in Human-AI Collaboration.

Steffen Holter, Caterina Moruzzi, Mennatallah El-Assady

    IEEE Computer Graphics and Applications
    |October 20, 2025
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces a design space for artificial intelligence (AI) agency in human-AI collaboration. It explores AI

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    Area of Science:

    • Human-Computer Interaction
    • Artificial Intelligence
    • Cognitive Science

    Background:

    • Artificial intelligence (AI) is transitioning from task automation to active human interaction.
    • Understanding factors shaping human-AI collaboration is crucial as AI integration deepens.
    • AI agency, the capacity for action and effect, is under-researched in human-AI collaboration.

    Purpose of the Study:

    • To address the research gap concerning AI agency in human-AI collaboration.
    • To propose a comprehensive design space for reasoning about AI agency.
    • To outline key dimensions for designing AI agency in collaborative systems.

    Main Methods:

    • Literature review to consolidate existing concepts on AI agency.
    • Expert interviews to gather insights on AI agency in collaborative contexts.
    • Development of a conceptual model with perspectives on distribution, modeling, and attribution.

    Main Results:

    • A design space framework for AI agency in human-AI collaboration.
    • Identification of key dimensions: distribution, modeling, and attribution of AI agency.
    • Application of the framework to analyze three mixed-initiative systems.

    Conclusions:

    • The proposed framework provides a structured approach to designing and understanding AI agency.
    • Highlights critical research gaps and future directions in human-AI collaboration.
    • Emphasizes the importance of AI agency for effective and dynamic human-AI interaction.