Why LLMs Give In: Conversational Factors and Reasoning Behind Medical Sycophancy
The results show that medical sycophancy depends as much on how a model is challenged and evaluated as on which model is tested, and fabricated evidence has opposite effects across interaction structures.
Kaike Ping, Buse Çarik, Caleb Wohn et al.
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