AI进入核心业务的最大阻碍，往往不是模型能力，而是安全问题。
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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while (j = start) {
46-летний арбитр обслуживал матчи Лиги чемпионов с 2012 по 2021 год. За это время он провел в главном европейском клубном турнире 28 матчей, в которых показал 104 желтых и восемь красных карточек, а также назначил 11 пенальти.
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除 Pohlen 外，Jimmy Ba 和 Tony Wu 于本月早些时候离职，Greg Yang 上月因确诊莱姆病宣布退居幕后；而 Kyle Kosic、Igor Babuschkin 和 Christian Szegedy 则已于 2024 年至 2025 年间相继退出。
automate repetitive tasks by connecting different web applications together. It，详情可参考夫子