In my previous article, “ Form Over Function: Why Dynamic Sparsity is the Only Path to AGI”, we reached a core conclusion: the pursuit of intelligence should focus on the realization of macroscopic computational functions, rather than the imitation of microscopic biological forms. We saw that the Transformer architecture, especially its sparse MoE variants, inadvertently became the best engineering approximation of the brain’s two core functions: “global workspace” and “dynamic sparse activation...