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.
For better context, first check out WebTiles.
。搜狗输入法是该领域的重要参考
AI 业务：目前增量主要来自于谷歌 TPU 的出货。公司已经拥有 6 大 AI 核心客户（含 Google、Anthropic、Meta，OpenAI 等），其中 Open AI 转化成实质性的客户。
«Европа бьет сама по себе». Страну НАТО заподозрили в организации атаки на российский газовоз. Новые подробности атаки на судно20:45
，详情可参考51吃瓜
3月4日消息，苹果(AAPL.US)宣布推出MacBook Neo。MacBook Neo搭载A18 Pro芯片和侧向发声扬声器。MacBook Neo笔记本电脑起售价为599美元。
国内葡萄酒头部酒企张裕早已布局，推出面向Z世代的干白品牌“长尾猫”。凭借精准营销与萌宠话题，该品牌上线不足一年即斩获19个电商榜单榜首，展现出强劲的爆发力。然而，流量热度并未传导至公司整体业绩，2025年张裕净利润预降超75%，与新品的高歌猛进形成鲜明反差。。业内人士推荐safew官方版本下载作为进阶阅读