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▲地址：https://x.com/KingBootoshi/status/2027138938335637914
，这一点在搜狗输入法2026中也有详细论述
After OpenAI released GPT-5.3-Codex (high) which performed substantially better and faster at these types of tasks than GPT-5.2-Codex, I asked Codex to write a UMAP implementation from scratch in Rust, which at a glance seemed to work and gave reasonable results. I also instructed it to create benchmarks that test a wide variety of representative input matrix sizes. Rust has a popular benchmarking crate in criterion, which outputs the benchmark results in an easy-to-read format, which, most importantly, agents can easily parse.。关于这个话题，safew官方版本下载提供了深入分析
6、Data + AI 一体化开发