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.
Юлия Мискевич (Ночной линейный редактор)
。业内人士推荐谷歌浏览器【最新下载地址】作为进阶阅读
據此，宋高祖向BBC分析，對北京而言，與歐洲接觸是一種務實選擇，用來抵銷來自美國的壓力，並將自身塑造為更穩定的全球力量。這有助於北京將自己定位為國際秩序的捍衛者，「強調與德國的直接雙邊關係，可能比透過歐盟的集體機制為中國創造更多操作空間。」
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