Human-AI writing traces can be designed as blackout poetry to highlight writers' creative curation instead of serving as quantitative audit logs.
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WriteFlow is a voice-based AI system that scaffolds metacognitive regulation in academic writing by enabling iterative goal refinement, goal-text alignment, and evaluation of goal fulfillment, as demonstrated in user studies.
A qualitative study with 22 creative writers finds that the reflective value of AI refusals depends on alignment with users' situational thinking phases, cognitive beliefs, and views of AI roles.
Exploratory user study of 48 participants finds trade-offs in efficiency, contextual alignment, and social comfort when AI writing assistance varies along synchronous and visual dimensions.
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From Intention to Text: AI-Supported Goal Setting in Academic Writing
WriteFlow is a voice-based AI system that scaffolds metacognitive regulation in academic writing by enabling iterative goal refinement, goal-text alignment, and evaluation of goal fulfillment, as demonstrated in user studies.