A12荐读 - 防风防寒

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There’s already a dedicated F1 channel in the Apple TV app, which is where you’ll stream races live when the time comes. You can also watch practice sessions, sprint races and both pre- and post-race coverage. Apple offers a number of additional F1 videos there (I’d recommend watching the one on the new rules) and you’ll be able to stream the latest season of Drive To Survive on Apple TV as well.

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We cannot, and should not, expect users to know this.

分析

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: