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可真论起出圈影响力，似乎还比不上去年一分没花，就引爆全球的DeepSeek。这么一对比，这场全民参与、耗资不菲的AI大战，更像是一场国内自嗨的烟花秀。声势浩大，热闹过后却没啥实质变化。
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This acceleration requires specifications: precise descriptions of what the software must do. As AI takes over implementation, specification becomes the core engineering discipline. Writing a specification forces clear thinking about what a system must do, what invariants it must maintain, what can go wrong. This is where the real engineering work has always lived. Implementation just used to be louder.