OpenClaw未必是终局形态,小龙虾也未必一直鲜红。但其在复杂、封闭、充满博弈的现实环境中,找到一条能够先执行、再优化、再重构的路径。当Agent开始在旧秩序中工作,而不是在理想环境中演示,企业的智能化进程,也将真正进入了深水区。
Tied embed, RoPE digit routing, carry via final norm, SiLU wrap detection
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