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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.,详情可参考同城约会

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智谱强调的是国产化与合规优势,推动GLM-5旗舰模型无缝兼容OpenClaw。强化了编程与长流程能力;科大讯飞则以语音能力和教育办公场景切入,提供低成本调用方案。