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.
The college basketball season is heating up, with March Madness now just weeks away. And today sees a big Midwest showdown as the Michigan Wolverines cross two state lines to face Illinois Fighting Illini. It's an exciting clash that could prove decisive in the Big Ten Conference — the Wolverines and Fighting Illini are both in the top three of the Big Ten standings.
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DataWorks 在 Data+AI 一体化开发中，突破传统 IDE 限制，推出 对话式 AI 开发模式 和 一次开发、多 region 部署 能力。通过集成 Qwen Code Agent 的 Copilot 功能，用户可自然语言提问完成数据查找、代码生成与任务编排；同时支持一键打包发布至全球 20+ 区域，满足企业出海与多云部署需求。，推荐阅读WPS官方版本下载获取更多信息
Google dropped a surprise announcement for Gemini users today: Nano Banana 2 is here.