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.
Three days later:
，这一点在WPS下载最新地址中也有详细论述
of AI and how it can be applied to their business or project.
不过，在阅读体验之外，一个更基础、却尚未被充分讨论的问题也正在浮现：新闻资讯，是否可以被轻易地抓取、拆解与再分发？当AI开始参与内容甚至新闻内容的生产，它的边界究竟应该停在何处？
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Дания захотела отказать в убежище украинцам призывного возраста09:44。91视频对此有专业解读
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