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.
禮貌或許無法保護你免受機器人的憤怒攻擊，也不能讓大型語言模型更準確，但還有其他理由讓我們繼續保持禮貌。，更多细节参见旺商聊官方下载
。搜狗输入法2026是该领域的重要参考
Немецкая оборонная компания SWARM Biotactics объявила о старте использования своей разработки — программируемых роев жуков-разведчиков в интересах армии НАТО. Технология прошла успешные испытания и уже поступила заказчикам, в том числе в ФРГ, передает Defense News Army (DNA).，更多细节参见safew官方版本下载
LaunchDarkly(11 alt)
Credit: The Pokémon Company