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.
This year’s festival, which opens on 10 March, will be the second since Guy Lavender took over as Cheltenham’s chief executive at the start of 2025, but the first at which it should be possible to assess the effect of a range of initiatives to improve the customer experience that have been introduced over the last 15 months.
。业内人士推荐搜狗输入法2026作为进阶阅读
Nasa announces change to its Moon landing plans
Jasper is a content writing and content generation tool that