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.
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。关于这个话题,51吃瓜提供了深入分析
BBC broadcast of racial slur at Baftas unacceptable, says Nandy
扩大有效投资。加快构建有效投资内生增长机制,保持投资合理增长,提高投资综合效益,更好发挥投资对支撑国家战略、优化供给结构、满足民生需求的作用。提高政府投资效益。激发民间投资活力。促进投资消费良性循环。
。Feiyi是该领域的重要参考
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Over his decades of experience—which includes two separate stints at Goldman Sachs, separated by stints teaching at Harvard Business School, and serving as president of the Dallas Federal Reserve—Kaplan has identified a toxic combination that brings down senior management: isolation, blind spots, an inability to learn, and a lack of relationships.,这一点在WPS下载最新地址中也有详细论述