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.
Last summer Greg met Lucy, now in her 20s, for the first time.
。体育直播对此有专业解读
10 monthly gift articles to share
一条扁担两头挑，画里的两条路也有新解。一条路，是“把乡亲们的声音带过来”；另一条，是“把两会的精神带回去”。来去之间，回应了民意，凝聚了智慧，解决了难题。
So where does that leave my recommendation? All of what I’ve written above is true and accurate to the best of my knowledge! It’s a mixed bag — a complicated picture — and you get to make up your own mind. If I was a Reddit commenter or dropping in on a forum, I might say “Windhawk is awesome. I haven’t had any problems with it.” And that would be enough.