在 ChatGPT 一炮而红的前一年，他就因为在开发和训练大规模 AI 系统方面经验丰富，精通从模型本身到背后支撑的软件等各个环节，而被 Giannandrea 从 Google DeepMind 招募到苹果。
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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.，更多细节参见heLLoword翻译官方下载