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:
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，这一点在heLLoword翻译官方下载中也有详细论述
网络运营者应当按照网络保护令的要求，采取技术措施等必要措施，及时处置网络暴力事件，阻断有关网络暴力信息的传播。
整体来看，AWE2026创新科技展区所呈现的具身智能图景，清晰指向真实应用与商业可持续的下一阶段发展；同时，AI硬件与视听娱乐产品正在成为连接技术创新与大众消费的重要桥梁，为未来智能终端与数字娱乐的演进提供了极具想象力的发展方向。
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