Interaction-Required Suggestions for Control, Ownership, and Awareness in Human-AI Co-Writing

April 11, 2025 Β· Declared Dead Β· πŸ› Proceedings of the Fourth Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2025)

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Authors Kenneth C. Arnold, Jiho Kim arXiv ID 2504.08726 Category cs.HC: Human-Computer Interaction Citations 1 Venue Proceedings of the Fourth Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2025) Last Checked 4 months ago
Abstract
This paper explores interaction designs for generative AI interfaces that necessitate human involvement throughout the generation process. We argue that such interfaces can promote cognitive engagement, agency, and thoughtful decision-making. Through a case study in text revision, we present and analyze two interaction techniques: (1) using a predictive-text interaction to type the assistant's response to a revision request, and (2) highlighting potential edit opportunities in a document. Our implementations demonstrate how these approaches reveal the landscape of writing possibilities and enable fine-grained control. We discuss implications for human-AI writing partnerships and future interaction design directions.
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