餐饮行业正在重构，从过去的规模连锁打法转向新餐饮模式。未来十年，个性化品牌会越来越多。规模连锁适合原料集中、关键工艺成熟的企业，而剩下的50%将是个性化品牌的天下——这类品牌主打品类新表达、产品新组合、出品新美学、文化新演绎、消费新体验。
Мерц резко сменил риторику во время встречи в Китае09:25，这一点在同城约会中也有详细论述
In the months since, I continued my real-life work as a Data Scientist while keeping up-to-date on the latest LLMs popping up on OpenRouter. In August, Google announced the release of their Nano Banana generative image AI with a corresponding API that’s difficult to use, so I open-sourced the gemimg Python package that serves as an API wrapper. It’s not a thrilling project: there’s little room or need for creative implementation and my satisfaction with it was the net present value with what it enabled rather than writing the tool itself. Therefore as an experiment, I plopped the feature-complete code into various up-and-coming LLMs on OpenRouter and prompted the models to identify and fix any issues with the Python code: if it failed, it’s a good test for the current capabilities of LLMs, if it succeeded, then it’s a software quality increase for potential users of the package and I have no moral objection to it. The LLMs actually were helpful: in addition to adding good function docstrings and type hints, it identified more Pythonic implementations of various code blocks.，更多细节参见Line官方版本下载
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