因此，Anthropic的研究团队引入向量检索技术，并调用了OpenAI的text-embedding-3-large模型作为翻译官。
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At the same time, the company must directly confront the inherent shortcomings of the franchise model, the structural issues at the core of its profit model, and the potential risks in quality-control compliance. If it cannot convert capital advantages into tangible improvements in competitiveness, food-safety issues and earnings volatility will continue to weigh on its valuation and long-term growth.
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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.