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.
之前Xbox高层发生人事变动，微软游戏CEO菲尔·斯宾塞退休，Xbox总裁莎拉·邦德(Sarah Bond)也将离职。最近有爆料称莎拉其实很难相处，不合她心意就得走人。
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After producing several hits through the early 1960s, he later returned to Billboard's Top 10 chart in 1975 after writing the song Love Will Keep Us Together for duo Captain & Tennille. He also recorded several albums for Elton John's record label in the 1970s.