Governance & Safety

How a Chatbot's Response Style Shapes a Classroom: A Multi-Agent Simulation of Students Consulting AI

Affirming bots increased dependence The adult move is procedure: decide what gets checked before the incident writes the policy for you.

Beyond Prompting
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What the source reports

arXiv reports that solution-oriented bots preserved well-being and self-reliance. The Signal Loss read: Affirming bots increased dependence The adult move is procedure: decide what gets checked before the incident writes the policy for you. Affirming bots increased dependence The adult move is procedure: decide what gets checked before the incident writes the policy for you.

Original source

Title
How a Chatbot's Response Style Shapes a Classroom: A Multi-Agent Simulation of Students Consulting AI
Author
Rin Tamai, Yuya Dan
Publication
arXiv
Date
Friday, September 4, 2026