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Line官方版本下载中也有详细论述
据了解，未来用户预订该空中出租车服务的流程将十分便捷，可在Uber应用中像预订普通网约车一样操作，同时空中行程还将配套Uber Black高端地面接送服务，打造从地面到空中的一体化出行体验。值得注意的是，目前双方暂无将该服务立即推广至美国的计划，现阶段Joby Aviation正接近完成美国联邦航空管理局的认证程序，为后续全球布局做准备。在获得相关监管批准后，Joby Aviation计划将空中出租车业务拓展至纽约、洛杉矶等美国城市，以及英国、日本等海外市场。
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Once I settled on ten boards, I acquired them and used each one for anywhere from a few days to a few weeks. I tried out the remapping and macros software and considered the comfort, design, price and durability of each model before arriving at picks I think will work best for the most people out there. For subsequent updates to this guide, I have continued to acquire and test out new keyboards as they come on the market, adding and replacing the top picks as warranted. If and when Microsoft ergonomic keyboards, like the Sculpt, come back on the market, as a collaboration with Incase has promised, I'll try those models, too.