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.
print(reshaped.shape); // [3, 4]，更多细节参见吃瓜
。手游是该领域的重要参考
Немецкий чиновник отказался участвовать в выборах и выиграл их14:47
ВВС США призвали Израиль наносить сильные удары по Ирану20:51。博客对此有专业解读