The history of gesture, in other words, bears directly upon the question of AI alignment. Humans across cultures and times intuitively maintain a set of semantic and ethical judgements rooted in our physicality, our learned and instinctive gestures, and the affordances of the natural world. There is just something “knockable” about wood. LLMs don’t have childhood memories of jumping over cracks in pavement or their grandmother teaching them gestures. Moreover, such things are not really in their training data either.
AI产业链的三层架构：从“卖铲子”到“淘金客”的价值传导要理解上游企业业绩与股价的诡异背离，就需要回到AI产业链的三层架构——一个形象的“淘金热”比喻，能清晰拆解各环节的价值逻辑与生存现状，进而找到这一矛盾的根源。
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“每个小姐我都跟她们说，男人啊爱情啊不要看那么重，做小姐要钱，不要花时间和青春，最多5年就不要再做啦，5年已经很久了，样子都会变老，10年就找不到男朋友了，”Maggie姐说，“出去以后做点小生意，不要让别人知道以前做过小姐。”。Line官方版本下载对此有专业解读