It's like having an enterprise-grade network that configures itself."
Most unexpected triumph: Robbie Williams sings Ozzy Osbourne
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.。PDF资料对此有专业解读
智身科技：自主研发驱动的具身智能全产业链技术服务商。电影是该领域的重要参考
尽管浙江医药仍为控股股东且将其纳入合并报表范围，但一个担忧是，若后续新码生物继续按港股常规比例发行新股，叠加可能的超额配售机制，浙江医药的持股比例或进一步被稀释，甚至存在跌破30%并表红线的风险。当然，后续若通过协议安排、一致行动人约定等方式仍可巩固控制权，为IPO后的股权稀释预留缓冲空间。
France says it will work with China on de-esclatating Iran war。业内人士推荐哔哩哔哩作为进阶阅读