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.
Full Moon - The whole face of the Moon is illuminated and fully visible.
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You know FBI, now here's CIA. From Dick Wolf and David Hudgins, the CBS spinoff will be the natural next watch for fans, with this case-of-the-week drama cannonballing into intelligence operations that overlap. From the two institutions, CIA agency case officer Colin Glass (Lucifer's Tom Ellis) and FBI special agent Bill Goodman (Chicago Med's Nick Gehlfuss) are thrown together in the name of national security, and the differences between domestic and international law enforcement come into focus. — Shannon Connellan, UK Editor