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:
Kosmos 482, which launched in 1972 on a mission to Venus, never made it out of Earth's orbit and instead broke into four pieces that have been circling the planet for more than five decades.，这一点在同城约会中也有详细论述
“US-China AI competition is continuing to intensify,” said Horowtiz, who is now a professor at the University of Pennsylvania. “This competition is not just taking place at the frontier, but in how China’s government is planning and implementing the day-to-day of their surveillance and information apparatus.”，推荐阅读51吃瓜获取更多信息
一时间，争议纷纷。一面是难以割舍的巨额经济收益，一面是不可再生的重要遗存。面对矛盾两难，时任福建省代省长的习近平一锤定音：“任何个人和单位都不能为了谋取眼前或局部利益而破坏全社会和后代的利益。”，详情可参考服务器推荐
Google's introduction of AI Mode represents a pivotal moment in search engine evolution and confirms that AI-generated answers are becoming a core component of how major platforms deliver information. Understanding this development helps contextualize why AIO matters and where organic discovery is headed.