Tyrrells plans to give vegetable crisps the chop
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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.
大多数车企在面对供应链时,扮演的是组装商的角色。博世的雷达、大陆的刹车、安道拓的座椅,每一级供应商都要在零件上切走一块利润。当这些零件最终汇集到整车工厂时,成本的底线已经被抬高了。