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"The BOA will update surgeons with developments so they can treat their patients as the situation develops," he added.
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Translate all text in this advertisement image to the language of ${market}. ONLY translate the text – do not add any cultural imagery, flags, national symbols, or stereotypical visual elements. Keep the image, composition, styling, colors, and all visual elements exactly the same as the original. The only change should be the language of the text.
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.