Uncertainty reigns
今年1月9日，广东省中医院启动名老中医辅助诊疗大模型矩阵。以国医大师禤国维为代表的皮肤病诊疗大模型及心血管病诊疗大模型投入临床使用，可在200多家协作医院内共享，并将辐射海外。，推荐阅读搜狗输入法2026获取更多信息
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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.