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#generative ai Open access Sep 2026

Generative AI as a cognitive support tool in early-stage design ideation: A human–AI co-ideation experiment

Findings indicate different profiles of evaluated ideation output rather than a uniform advantage for either condition, as perceived support in the AI-assisted workflow did not translate into a uniform advantage across originality-related ratings or into superior expert-rated preliminary design refinement.

Yu-Ju Lin · 0 citations

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