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    1. Worse, they learn nothing from past work. Institutional knowledge lives in textbooks and the minds of a few experts. None of it is captured in the tools themselves.

      传统电磁仿真工具的致命缺陷在于“不可累积性”。每一次数值求解都是从零开始的暴力计算,专家的隐性知识被白白浪费。引入基础模型的核心逻辑,正是将沉淀在人脑中的机构知识内化为模型表征,实现知识的复利增长,突破人类直觉和算力双重瓶颈。