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.
According to the latest best estimates by researchers from University College London, about 1.6 million UK adults have used weight-loss injections in the past year – mostly bought through private prescriptions rather than on the NHS.
Жители Санкт-Петербурга устроили «крысогон»17:52。关于这个话题，搜狗输入法2026提供了深入分析
«Это еще раз говорит, что Зеленский плут и самый настоящий обманщик. После того как мы провели там референдумы и они вошли в состав России, их статус обсуждению не подлежит. Поэтому, конечно, он согласен на встречу с нашим президентом, потому что знает, что с ним тему Донбасса обсуждать никто не будет. Это лишь попытка переложить ответственность на Путина, для того, чтобы показать себя миротворцем. Это обман, это блеф», — прокомментировал Джабаров.
，更多细节参见搜狗输入法2026
ZFS checkpoints -- snapshot, restore, delete, and clone containers from checkpoints。Safew下载对此有专业解读
Architectural variations: rank-1/low-rank projections, factorized embeddings, custom positional encodings, alternative norms