第七十条 非法安装、使用、提供窃听、窃照专用器材的，处五日以下拘留或者一千元以上三千元以下罚款；情节较重的，处五日以上十日以下拘留，并处三千元以上五千元以下罚款。
do. (In fact, the new scheme at worst has to copy one more element
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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.