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.
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Trump said Tuesday night that plans were in the works to have the women’s team visit the White House, though it’s unclear when that could happen, USA Hockey said. The earliest the team could travel to Washington would be in late spring after the conclusion of the PWHL season.
蘭卡斯特大學的中文母語語言學學生檢視了我的表現。結果顯示，在第一輪將偽詞配對到虛構物體的任務中，我的準確率達到 75%，並在第二至第三輪提高到 80%。