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.
Disproportionate impact on marginalized communities and controversial but legal applications
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将芯片部门独立，意味着未来每年预计数以亿计的流片费用、顶尖人才薪资及设备折旧，将不再直接计入蔚来上市公司的利润表。这一财务腾挪，能让蔚来新一年的财报在账面上显得更为健康，毛利率和净亏损指标都将得到优化。对于急需向华尔街和投资者证明“盈利路径清晰”的李斌而言，这无异于雪中送炭。