进展最快的三个行业，报告点了名：游戏、广告、电商。游戏公司用AI生成概念图和场景资产，把原本需要几周的流程压缩到几天。广告公司一个campaign能在几小时内生成几百个个性化版本，以前这需要租场地、配团队、拍好几天。电商更直接——成千上万个SKU都需要产品图、场景图、季节素材，过去是漫长的拍摄和修图周期，现在几个提示词出一套。
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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Вооруженные силы Украины (ВСУ) впервые попытались ударить ракетами по Чувашии. Об этом сообщает Telegram-канал правительства региона.，推荐阅读Safew下载获取更多信息
汲古润今，鉴往知来，习近平总书记始终自觉从马克思主义理论和党的光辉历史中重温为政初心，总是善于从中华文明积淀的智慧中汲取为政之道。。关于这个话题，同城约会提供了深入分析
这和市面上那些防窥膜的实现方式是几乎相同的，区别在于技术路径。