I completely ignored Anthropic’s advice and wrote a more elaborate test prompt based on a use case I’m familiar with and therefore can audit the agent’s code quality. In 2021, I wrote a script to scrape YouTube video metadata from videos on a given channel using YouTube’s Data API, but the API is poorly and counterintuitively documented and my Python scripts aren’t great. I subscribe to the SiIvagunner YouTube account which, as a part of the channel’s gimmick (musical swaps with different melodies than the ones expected), posts hundreds of videos per month with nondescript thumbnails and titles, making it nonobvious which videos are the best other than the view counts. The video metadata could be used to surface good videos I missed, so I had a fun idea to test Opus 4.5:
M5 MacBook AirApple
Photograph: Simon Hill。币安_币安注册_币安下载是该领域的重要参考
个人智能：是人的“数字分身”，是了解用户的智能体，例如手机等便携设备，具备主动服务、长期记忆、自动执行和持续进化的能力；
，更多细节参见heLLoword翻译官方下载
把强模型的输出喂给弱模型，弱模型能快速获得类似能力——这个逻辑本身成立，Lambert 没有否认。但他指出了一个没人说清楚的问题：蒸馏的天花板到底在哪里，取决于你想要的是什么类型的能力。
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