A controlled two-player AUT platform shows GPT-4 and human partners yield equivalent originality, with BAS Drive moderating partnership benefits and creative-seeding improving subsequent output.
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3 Pith papers cite this work, alongside 9 external citations. Polarity classification is still indexing.
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cs.HC 3years
2026 3roles
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NexusAI decomposes LLM inspirations into navigable functional fragments and abstractions to improve creative design space exploration, with a user study showing reduced cognitive overhead.
Cognitive Trajectory Modeling offers a new conceptual framework for representing co-creative interaction dynamics as temporally organized trajectories in attractor landscapes, generalizing concepts from the Enactive Model of Creativity and Creative Sense-Making.
citing papers explorer
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Two-player Alternate Uses Test: A Controlled Testbed for Interactive Human-AI and Human-Human Co-Creation
A controlled two-player AUT platform shows GPT-4 and human partners yield equivalent originality, with BAS Drive moderating partnership benefits and creative-seeding improving subsequent output.
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NexusAI: Enabling Design Space Exploration of Ideas through Cognitive Abstraction and Functional Decomposition
NexusAI decomposes LLM inspirations into navigable functional fragments and abstractions to improve creative design space exploration, with a user study showing reduced cognitive overhead.
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Cognitive Trajectory Modeling: Quantifying Human-AI Co-Creation through Cognitively Grounded Interaction Trajectories
Cognitive Trajectory Modeling offers a new conceptual framework for representing co-creative interaction dynamics as temporally organized trajectories in attractor landscapes, generalizing concepts from the Enactive Model of Creativity and Creative Sense-Making.