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This sort of thing is why I think historians need to be more active in technical discussions and decision-making about emerging technology. Everything about our current world is different from the premodern world that our ancestors inhabited. The past truly is a foreign country. But we carry fragments of that foreign world with us in our physical selves, in the gestures and other implicit knowledge we teach our kids. We take it for granted that there are aspects of being human which are never written down and which are unknowable unless you experience them.
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为了抑制AI幻觉，目前市面上绝大多数AI技术集成商进化到了L2阶段。其核心做法是在通用大模型外挂本地知识库（即基础RAG检索增强生成），通过限定检索范围来提高准确率。这也是目前金融机构最容易踩中的“伪工业化”陷阱。