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在这个 AI 的新世界里,算力即收入。

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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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“景德镇的制瓷业因人、因匠而兴。”江西景德镇陶瓷美术家协会主席于集华代表建议,要继续加力做好“投资于物和投资于人紧密结合”,既让“景漂”生活无忧,又有效促进陶瓷文化传承创新发展、陶瓷行业高质量发展,加强陶瓷知识产权保护,为“景漂”创新创业营造良好的环境。