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"大开大建"结束，2026酒店增速还将放缓 凯悦集团中国区副总裁孙武在接受空间秘探访问时表示，中国酒店行业早已告别“大开大建”的时代。回顾行业发展脉络，酒店行业发展的前20-30年是拼命建设的供应驱动阶段，随后10年转向渠道与效率比拼、会员体系驱动；而自2020年起，行业正式迈入内容驱动的新纪元，存量改造与消费者情绪价值需求将成为未来十年的主导逻辑。
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Trap-and-emulate: IOPL-sensitive instructions
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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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