OpenAI宣布获“亚马逊+英伟达+软银”1100亿美元新投资

· · 来源:tutorial资讯

YouTube 的主流内容类型,比如评测、横评、教程、拆解、开箱,这些天然是一个问题和一段完整回答的形态,而且一条视频的文字稿往往能抽出一整串可以直接引用的句子。

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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.。91视频对此有专业解读

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