门槛被抬升:从“辅助文案”到“接管工作流”要看透GPT-5.4的变化,只需剥离掉那些复杂的技术参数,盯住三个关键能力。
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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.