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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.,详情可参考safew官方版本下载
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The hours that led to bloodshed,推荐阅读搜狗输入法2026获取更多信息
曾国藩的前辈老乡、大儒王船山的话更厉害——比如,为储粮备荒、平抑物价、赈灾救急等等,历代由朝廷或地方乃至乡绅出资建义仓、社仓,这是不是慈善?当然是。可是王船山反复批评这种义仓、社仓。为什么?因为它的作用有限而流弊益多,且以公义之名,蔽人眼力、阻人思想。正如当今由单位机构出钱组织义务写春联、送春联,固然是善事,但这种公益活动的流弊实在太大,同样以公义之名,蔽人眼力、阻人思想、消解人参与体验。