我国地大物博，好山好水哺育着热爱生活的人民，塑造了各具特色的地方美食。社交平台上，许多网友分享了外地朋友寄来的年货。浙江温州干货大礼包、山西白花花的大馒头、四川的手工腊肠……或是用风干腌制锁住美味，或是以易储存、高能量食品抵御寒冷，或是将时间窖藏酿成甘醇，每一份特产都是一方水土的结晶，藏着独属于当地的自然禀赋与生活智慧。一份份“硬货”，超越简单的礼尚往来，勾勒出一幅鲜活的地域文化图景，也诠释了年味动人的情感内核。
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.
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整个过程逻辑严密、步骤精准、时间差控制到天。从“获取信任”到“技术入侵”再到“资金转移”，几乎可以说是一次非常专业的电信诈骗攻击。
“20年一遇的创富窗口。普通人也能入局机器人。”
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