此外，很多AI公司还面临一个长远的隐患：当公司琢磨用龙虾取代员工写代码的同时，一些有OPC业务能力的员工也在反向琢磨，既然我一个人+一只龙虾，就能创业当老板，为什么还要被公司雇佣？
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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.
Drilling out the marqueeThe assembled marquee with LED matrices
Leota appreciates that the self-empty dock is bagless (therefore less wasteful).