This is a much more specific claim than “middle layers do reasoning.” It’s saying the reasoning cortex is organised into functional circuits: coherent multi-layer units that perform complete cognitive operations. Each circuit is an indivisible processing unit, and the $(i, j)$ sweeps seen in the heatmap is essentially discovering the boundaries of these circuits.
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，详情可参考heLLoword翻译
也正是基于管理层战略的改变，才有了Magic V6和Robot Phone如今的成功。
Example: switch to the /fm/ directory listing buffer