Around this time, my coworkers were pushing GitHub Copilot within Visual Studio Code as a coding aid, particularly around then-new Claude Sonnet 4.5. For my data science work, Sonnet 4.5 in Copilot was not helpful and tended to create overly verbose Jupyter Notebooks so I was not impressed. However, in November, Google then released Nano Banana Pro which necessitated an immediate update to gemimg for compatibility with the model. After experimenting with Nano Banana Pro, I discovered that the model can create images with arbitrary grids (e.g. 2x2, 3x2) as an extremely practical workflow, so I quickly wrote a spec to implement support and also slice each subimage out of it to save individually. I knew this workflow is relatively simple-but-tedious to implement using Pillow shenanigans, so I felt safe enough to ask Copilot to Create a grid.py file that implements the Grid class as described in issue #15, and it did just that although with some errors in areas not mentioned in the spec (e.g. mixing row/column order) but they were easily fixed with more specific prompting. Even accounting for handling errors, that’s enough of a material productivity gain to be more optimistic of agent capabilities, but not nearly enough to become an AI hypester.
Беспокойство о безопасности сотен тысяч владельцев модели стало причиной призыва о добровольном объявлении сервисной кампании с целью устранения выявленных рисков. Эксперты издания отмечают, что никакого репутационного урона бренду из-за отзыва не будет. Напротив, это покажет высокую степень ответственности перед клиентами.
。im钱包官方下载对此有专业解读
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数据录入员和数据库架构师在这个维度上排名靠前。前者虽然只有两项核心任务落在 Claude 的能力范围内，但其中一项恰好是他们花时间最多的工作——从源文档读取并录入数据。
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