我母亲今年80岁。她25年前办理了退休手续，自此与社会渐渐脱节。如今，她沉浸的世界藏在手机屏幕里，每天抱着手机，刷短视频，看各种真伪难辨的消息，并时常转发给我，分享一些“理财机会”和“养生秘诀”。我劝她少看，她不听，就愿意相信虚拟世界里的这些所谓“权威”。
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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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