most citedCounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering

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cs.HC2026

When Chatbots Accommodate: What AI Companions Optimize for in Vulnerable Conversations

Minh Duc Chu, Yifan Wu, Zhiyi Chen +2

Millions turn to AI companion chatbots during loneliness, grief, and personal crises. How these companion platforms respond in such moments can shape the trajectory of a user's vul…