“It was really disheartening to see,” deHoop said. “I think it definitely came across as that the women’s team is an afterthought, and I think women’s sports has been in this position too many times where the women have to play second fiddle and are being treated as kind of second-class citizens.”
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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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它讓人們相信：有一天，他們也能打造屬於自己的那座小屋、屬於自己的理想生活。而那正是許多被忽視的群體最需要的：希望。