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.
「我認為這提醒我們，要把握每一個機會告訴大家冷靜下來，拜託，我們不能把一切視為理所當然。」
。旺商聊官方下载对此有专业解读
“省市县乡领导班子将陆续换届，强调政绩观也很有针对性。”在开局之年的“第一课”上，习近平总书记道出了树立和践行正确政绩观的另一层深远考量。
Let’s take a specific example, dismantling items at the forge. Players interact with the forge and choose individual pieces of gear to dismantle, converting them into a different resource called spirit dust.
在泱泱大国领航者心中，“人民”二字的分量永远最重。扶贫始终是习近平总书记工作的一个重要内容，花的精力最多。