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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.

Though most of the conversation around pet hair pickup will involve how well that robot vacuum performs on carpet, pets don't stop shedding when they cross over to a hardwood or tiled floor. If your home has a pretty even split of both types of flooring, you should eye one of the best robot vacuum and mop combos for pet hair on hard floors. Strong suction power alone isn't always guaranteed to pull up every tiny strand of fur (especially fur that has blown into the corners of the room), and fine dust like pet dander and kitty litter is stubborn to be sucked up as well. In that case, a wet mopping pad using pressure to wipe is much less likely to leave finer debris behind.

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const concat = (...arrays) = {

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Austin Killips

driving innovation and efficiency in various industries. These tools are