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Tong-Shuang Wu

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Book Open access Sep 2026

Exploring the Design Space of AI Simulation-Based Communication Training: A Qualitative Study of Online Peer Counselor Preferences

A growing body of work uses AI-based simulation to teach communication skills, but current simulation-based communication training (SBCT) systems make inconsistent choices on design dimensions that prior theory identifies as critical: how skills are modeled, when feedback is given, and how self-reflection is scaffolded...

Jessica R. Mindel, Si-Jia Xie, Yee Chan et al. · 0 citations
Jul 2026

Align AI to Dynamic Human-AI Workflows

This paper draws on lessons from social-science accounts of human-human collaboration and argues that human-AI systems amplify these dynamics, introducing new asymmetries that make reasoning about uncertainty harder and introduce new coordination challenges.

Valerie Chen, Cleotilde Gonzalez, A. Woolley et al. · 1 citation

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