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直观来看,美股软件板块整体已进入技术性熊市,许多头部企业软件公司股价均承受超过20%的跌幅,直至如今,市场整体对软件股仍有下跌空间的预期。市场对软件股尤其是SaaS、企业软件普遍存在悲观情绪:既希望企业重生冲出原有桎梏,也担心AI冲击企业软件本身。

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With original dialogue in Turkish, this shuffling of potential partners in a sequence of meaningless encounters ranks with the finest auteur movies

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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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