A small, trusted kernel: a few thousand lines of code that check every step of every proof mechanically. Everything else (the AI, the automation, the human guidance) is outside the trust boundary. Independent reimplementations of that kernel, in different languages (Lean, Rust), serve as cross-checks. You do not need to trust a complex AI or solver; you verify the proof independently with a kernel small enough to audit completely. The verification layer must be separate from the AI that generates the code. In a world where AI writes critical software, the verifier is the last line of defense. If the same vendor provides both the AI and the verification, there is a conflict of interest. Independent verification is not a philosophical preference. It is a security architecture requirement. The platform must be open source and controlled by no single vendor.
"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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