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  1. 2026

  2. 文章Shiioo, Re-imagined, and the Home AI Lab It Runs On

    How I re-imagined Shiioo with what 2026 taught me about agent systems, and why my local setup moves to a Mac Studio and DGX Sparks.

    智能体推理自托管本地优先GPU经济学Rust能源

    25 分钟阅读 · 10 章

  3. 笔记The window before the utility

    Tokens will be a metered utility and AI as ordinary as electricity. Until then, learning to use it well is an advantage that will not come around again.

    推理经济学增强普及化AI 辅助工程能源

  4. 文章The Economics of InferenceEN中한

    Inference tokens are not API calls. They are a metered resource that is consumed, generates value, and correlates with power draw. The economics of the post-AI world look less like software and more like water, electricity, and gas.

    推理经济学主权边缘系统GPU能源半导体

    12 分钟阅读 · 6 章

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