В европейской стране бизнесмен украсил город флагами и получил огромный штраф

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Платон Щукин (Редактор отдела «Экономика»)

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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And while most of the people at the cemetery were buried with great care, two women were tossed in a ditch - one with her hands and feet tied. What had they done to deserve that?

But those tricks, I believe, are quite clear to everybody that has worked extensively with automatic programming in the latest months. To think in terms of “what a human would need” is often the best bet, plus a few LLMs specific things, like the forgetting issue after context compaction, the continuous ability to verify it is on the right track, and so forth.,这一点在谷歌浏览器【最新下载地址】中也有详细论述

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def _extract_text(node) - str:。关于这个话题,搜狗输入法2026提供了深入分析