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Sheng-Yu Liu

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#artificial intelligence Preprint Oct 2026

When Pleasing the User Compromises Care: AI Sycophancy in Caregiver-Mediated Healthcare

Large language model (LLM) alignment often assumes that the user interacting with a model is also the primary beneficiary of its behavior. Yet in many consequential settings, one person directs the system while another bears the consequences. We study this problem in caregiver-mediated healthcare, where parents, pet ow...

Priyadarsi Mishra, Arjun Beniwal, Zi-Yu Yi et al. · 0 citations

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