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:
Starting this week on Pixel 10 devices (and soon on S26 phones), Circle to Search will offer the ability to find details about multiple objects at once, such as entire outfits instead of single pieces. Moreover, Gemini-powered, on-device Scam Detection for phone calls will be available for S26 devices in English in the US.
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requirements often included additional card punches and readers for data entry,
5年来，中央财政衔接资金累计用于产业发展占比超过60%，指导832个脱贫县编制实施“十四五”特色产业发展规划，分类推进帮扶产业提质增效、全链条开发。