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.
自上台以來,習近平發起多輪反腐運動,批評者認為,這些行動同時也被用來清除政治對手。,更多细节参见爱思助手下载最新版本
。关于这个话题,雷电模拟器官方版本下载提供了深入分析
Sultan of Rum, a kind of historian for Tamriel Rebuilt, joked that the project was aptly named because of how many times it has been rebuilt—partly because the tools the modders use to build the project have gotten better over time, rendering work done before those advances obsolete.。关于这个话题,夫子提供了深入分析
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