Isabelle Augenstein
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Claim Framing as a Driver of LLM Sycophancy
According to the description, a preprint tests how the framing of a user claim affects 14 models answering 42K factual questions. The authors report that all models were swayed by user opinions regardless of size, most by confidence, attribution and shared framing, and little by claimed expertise, authority or social pressure.