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.
Comer has also pointed to Hillary Clinton’s work as secretary of state to address sex trafficking as another reason to insist on her deposition. Clinton defended her work to address sex trafficking around the world, saying that it remained important to help the millions of survivors of sex trafficking.
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Single dose of potent psychedelic drug could help treat depression, trial shows