人的智能有三个方面：信息的收集、信息的处理产生认知、基于认知的行动。大语言模型目前主要的应用形态是ChatGPT这样的聊天机器人（Chatbot），能力集中在前两个方面。但更加有用的机器智能不只停留在“理解”和“说话”，如果能像一个或一群优秀的人才那样帮我们“做事”，显然能创造更大的价值。这就需要AI智能体（Agent）。
Today’s NYT Strands theme plainly explainedThese words describe expensive things.，推荐阅读体育直播获取更多信息
OpenAI describes GPT-5 Pro as using "scaled but efficient parallel test-time compute." Nathan Lambert on Lex Fridman #490 discusses the broader pattern of inference-time scaling: giving models more compute at generation time to explore multiple reasoning paths. ↩，推荐阅读Line官方版本下载获取更多信息
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Even the Penn-Wharton study added a caveat to its finding that deportations might raise low-skilled wages: High-skilled workers, who make up nearly two-thirds of the U.S. workforce, would likely see their own wages decline because they rely on low-skilled labor to maximize their productivity, according to its analysis.