Фото: Jonathan Ernst / Reuters
We propose sycophancy leads to less discovery and overconfidence through a simple mechanism: When AI systems generate responses that tend toward agreement, they sample examples that coincide with users’ stated hypotheses rather than from the true distribution of possibilities. If users treat this biased sample as new evidence, each subsequent example increases confidence, even though the examples provide no new information about reality. Critically, this account requires no confirmation bias or motivated reasoning on the user’s part. A rational Bayesian reasoner will be misled if they assume the AI is sampling from the true distribution when it is not. This insight distinguishes our mechanism from the existing literature on humans’ tendency to seek confirming evidence; sycophantic AI can distort belief through its sampling strategy, independent of users’ bias. We formalize this mechanism and test it experimentally using a rule discovery task.
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值得注意的是，近期有报道称，由于AI芯片危机的影响，索尼可能不得不将PS6的发布推迟到2028年甚至2029年，并延长PS5的生命周期。
小结在「开箱即用」这个最贴近一般人日常使用的场景下，豆包和 Manus 以毫无争议的优势胜出。它们是唯二能自主搜索外部信息并合理引用的软件，且生成质量过硬、免费（Manus 送积分）、无导出门槛。
其一，IP生命周期偏短。剧集型IP通常有明确热播周期，热度过去之后，用户是否还愿意为同一IP反复付费，是未知数。比如《狂飙》，故事已结束，后续如何持续吸引人流？