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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.
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One of the biggest challenges with AI Optimization is measurement. Traditional SEO provides robust analytics through Google Search Console, showing exactly which queries trigger impressions, how often people click your results, and where you rank for specific keywords. These metrics make it straightforward to track SEO progress and identify opportunities for improvement.。搜狗输入法2026对此有专业解读
2026-02-28 00:00:00:0新华社记者 ——习近平总书记引领中国从脱贫攻坚迈向乡村全面振兴，更多细节参见爱思助手下载最新版本