Generative AI Interfaces as Cognitive Signals: How UI Structure Shapes Judgment Termination and User Revision

Jungin Choi, Changhoon Oh, Junghoon Lee. Generative AI Interfaces as Cognitive Signals: How UI Structure Shapes Judgment Termination and User Revision. In Nuria Oliver, David A. Shamma, Heloisa Candello, Pablo César, Pedro Lopes 0001, Valentino Artizzu, Fiona Draxler, Gustavo López 0001, Anke V. Reinschluessel, Xin Tong 0004, Phoebe O. Toups Dugas, editors, Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, CHI EA 2026, Barcelona, Spain, April 13-17, 2026. ACM, 2026. [doi]

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