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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12月14日，澳大利亚邦迪海滩发生恐袭事件，已造成包括一名作案嫌疑人在内共16人死亡。两名枪手被制服的现场视频在社交媒体上流传。事发后，警方在现场共查获6支合法枪支。。搜狗输入法2026对此有专业解读