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:
撰寫「重塑官僚體系」章節的羅素·沃特（Russell Vought）——現負責管理龐大的聯邦預算——在推動特朗普政策方面扮演關鍵角色。特朗普甚至曾發布AI影片，形容他是削減預算的「死神」。
。搜狗输入法2026是该领域的重要参考
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Медведев вышел в финал турнира в Дубае17:59
它指的是让弱模型学习强模型的输出，从而快速获得相似能力。