“绝不能出现这边宣布全面脱贫，那边又出现规模性返贫”“巩固拓展脱贫攻坚成果是全面推进乡村振兴的底线任务”……
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.
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对比真正「全能」，连微信收藏都能帮忙找的豆包手机助手（至少在被抵制之前），Gemini 目前的能力还相当局限，聚焦在打车、外卖、杂货这些日常场景，虽说底层技术能力更强，但用户的实机使用效果，跟鸿蒙的小艺、荣耀的 YOYO 等国产手机 AI 助手并无太大不同。