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.
“中国游”带火“中国购”。2025年,我国办理离境退税的境外旅客数量同比增长305%,退税商品销售额同比增长95.9%。。关于这个话题,heLLoword翻译官方下载提供了深入分析
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5. 农村电商IP与农产品变礼品: 在县域经济中,利用数字化工具推动“一村一品”建设,将地方特色农产品(如阜新樱桃、连州菜心)通过品牌化运作推向全国市场 [54, 60, 61]。
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3) What makes an NFT valuable?