Rewiring an E3 ligase enhances cold resilience and phosphate use in maize

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以台积电为例,台积电高性能计算业务主要为英伟达和大规模云服务提供商制造AI芯片,现在约占台积电收入的58%,远超智能手机处理器业务的29%。在这种情况下,苹果不得不与AI巨头共同争夺台积电的产能,并接受越来越高昂的价格。另外,在内存供应上,我们还看到,苹果被迫调整了供货谈判周期。郭明錤表示,目前苹果内存供货已从传统的半年期谈判,改为按季度协商。

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Photograph: Simon Hill

AI deepfak

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.