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.
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。业内人士推荐搜狗输入法2026作为进阶阅读
Cold emails are mostly sales emails that are sent with content align to the needs of the recipient. It is usually personalized and includes a business perspective. However, it is still an unsolicited email. And all unsolicited emails are marked as SPAM.
Publication date: 10 March 2026
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GPU acceleration powered by axiom's Metal graph compiler which fuses the full encoder into optimized MPSGraph operations.，详情可参考搜狗输入法2026
外观设计的演进同样充满了这种妥协与坚持——S26 系列全面学习了 Z Fold7 的设计语言，取消了独立镜头设计，回归了带有中岛的模组样式。值得庆幸的是，三星依然拒绝盲目跟风市面上那种巨大且突兀的圆饼形镜头模组。这是目前市面上为数不多，你握持时食指不会经常摸到镜头的旗舰手机。相应的代价是，它的相机硬参数几乎原地踏步。