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This month, OpenAI announced their Codex app and my coworkers were asking questions. So I downloaded it, and as a test case for the GPT-5.2-Codex (high) model, I asked it to reimplement the UMAP algorithm in Rust. UMAP is a dimensionality reduction technique that can take in a high-dimensional matrix of data and simultaneously cluster and visualize data in lower dimensions. However, it is a very computationally-intensive algorithm and the only tool that can do it quickly is NVIDIA’s cuML which requires CUDA dependency hell. If I can create a UMAP package in Rust that’s superfast with minimal dependencies, that is an massive productivity gain for the type of work I do and can enable fun applications if fast enough.

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第四十三条 当事人约定由三名仲裁员组成仲裁庭的,应当各自选定或者各自委托仲裁机构主任按照仲裁规则确定的程序指定一名仲裁员;第三名仲裁员由当事人共同选定,也可以由当事人共同委托仲裁机构主任按照仲裁规则确定的程序指定。当事人约定第三名仲裁员由其各自选定的仲裁员共同选定的,从其约定。第三名仲裁员是首席仲裁员。

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