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.
Over time, this authentic participation creates a distributed network of references to your expertise and content across platforms that AI models access. These organic mentions, especially when they're accompanied by positive community response, signal that you're a legitimate authority worth citing. The impact accumulates gradually but compounds over months as you build a presence in relevant communities.
Кадр: Telegram-канал Amur Mash，这一点在91视频中也有详细论述
Writer's choice Between the Google Pixel 10 Pro XL and the Samsung Galaxy S26 Ultra, I'd choose the latter for its more capable feature set, but I'd hold off on buying the Samsung unless there's a fitting trade-in deal or general discount. Some retailers may be bundling gift cards with S26 Ultra preorders right now, so that's worth considering.
。业内人士推荐旺商聊官方下载作为进阶阅读
Исполнитель признался, что процедура подачи документов для присвоения звания показалась ему смешной. Кроме того, Шура не увидел смысла в его получении, поскольку за это «даже карту "Тройка" не дают».
（一）是本案当事人或者当事人的近亲属的；。旺商聊官方下载是该领域的重要参考