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S. Fussell

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#artificial intelligence Preprint Oct 2026

The Impact of Personalized AI Response Suggestions on Content Creators'Direct Messaging

A system providing personalized, AI-generated response suggestions tailored to creators'writing styles to maintain their media personas is designed, indicating that while AI suggestions enhance efficiency, they can undermine a creator's engagement in communication by shifting their attention toward monitoring AI.

Eun Jeong Kang, Jing-Ruo Chen, Jadon Geathers et al. · 0 citations
Book Open access Jul 2026

XPLAIN: A Proactive Scaffold Across Speech Processing Stages---Supporting Non-Native Speakers in Real-Time AI-Mediated Turn-Taking

XPLAIN is designed and evaluated, a proof-of-concept, proactive Conversational User Interface that maps just-in-time visual scaffolds to distinct stages of speech processing: lexical clarifications for comprehension, contextual suggestions for production planning, and situational summaries for alignment.

W. He, Susan R. Fussell · 0 citations

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