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There are limitations to this study. The 2-4-6 task is abstract and carries low stakes. It remains to be seen whether the same mechanism is in play when users are discussing deep-seated beliefs in political or social domains. On the one hand, priors are stronger and perhaps harder to shift. On the other hand, it is possible that the effect is even stronger in those domains, where models are heavily fine-tuned to avoid offense. Additionally, the users’ intent matters. In creative domains, matching the user’s prior is often the correct behavior. But for the wide range of tasks between pure creativity and pure fact-finding (e.g., when seeking a second opinion or checking a social norm) sycophancy may undermine the user’s goal by denying them the independent perspective they are after.
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This could have significant impacts for housing, transport and food supply.
胡集书会已有800多年历史，被誉为中国曲艺界的“活化石”，2006年列入首批国家级非物质文化遗产名录。2026年胡集书会共有来自22个省份的300余名艺人参演，带来四川清音、谐剧、评书评话等65个曲种、412个节目。