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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“围绕点赞需求,还衍生出代刷赞、租账号、出售‘大佬好友位’等服务。”“灵师”进一步介绍,例如付费100元至180元,即可获得“bot”(记者注:“bot”是一种第三方开发的自动化工具,主要用于刷赞、修改记录和发送动态等功能,这类工具能帮助用户快速提升账号点赞数,从而在未成年人社交圈中获得更高地位)自动点赞功能——用户将手表寄给相关人员进行10天左右的处理便能完成安装。此后,发帖5分钟内即可自动获赞,还可以一键查询未点赞名单。,更多细节参见91视频
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