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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，这一点在safew官方下载中也有详细论述
12月22日，重庆渝北，一则男子爬树解救被困小猫的视频引发关注。视频中，男子小心翼翼地爬上树，将小猫带到安全高度后，才将它递给地面等待的主人。视频拍摄者周女士介绍，这只小猫前一天晚上受到惊吓，蹿到了树顶。一位大哥看到这一情况后，才爬上去施救，猫主人对此非常感激。SourcePh" style="display:none"
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Peacock said her daughters now worry about her getting ill again