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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Sycamore shows grounding synthetic personas with real-user artifacts aligns their feedback language and concerns more closely with experts, yet both synthetic conditions miss experts' image-modality preference and converge on a find-and-adapt evaluation frame.
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"It Felt a Bit Eerie": Exploring Humanlike Interactions During Collaborative Writing with an Artificial Agent
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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Sycamore: Characterizing Synthetic Personas for Evaluating Genomics Visualization Retrieval
Sycamore shows grounding synthetic personas with real-user artifacts aligns their feedback language and concerns more closely with experts, yet both synthetic conditions miss experts' image-modality preference and converge on a find-and-adapt evaluation frame.