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We provided a mathematical analysis of how a rational agent would respond to data generated by a sycophantic AI that samples examples from the distribution implied by the user’s hypothesis (p(d|h∗)p(d|h^{*})) rather than the true distribution of the world (p(d|true process)p(d|\text{true process})). This analysis showed that such an agent would be likely to become increasingly confident in an incorrect hypothesis. We tested this prediction through people’s interactions with LLM chatbots and found that default, unmodified chatbots (our Default GPT condition) behave indistinguishably from chatbots explicitly prompted to provide confirmatory evidence (our Rule Confirming condition). Both suppressed rule discovery and inflated confidence. These results support our model, and the fact that default models matched an explicitly confirmatory strategy suggests that this probabilistic framework offers a useful model for understanding their behavior.。关于这个话题，PDF资料提供了深入分析
二、将《风景名胜区条例》第五条第一款中的“国务院建设主管部门”修改为“国务院林业草原主管部门”，第二款中的“省、自治区人民政府建设主管部门和直辖市人民政府风景名胜区主管部门”修改为“省、自治区、直辖市人民政府林业草原主管部门”。