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.
Фото: Te Warena / TikTok
，这一点在51吃瓜中也有详细论述
He also told Ball he may go back into the recording studio to work on "some things that are half-formed or were never finished".
Мерц резко сменил риторику во время встречи в Китае09:25
Source: Computational Materials Science, Volume 267