How to Build Marcus's Algebraic Mind: Algebro-Deterministic Substrate over Galois Fields

ArXi:2605.21379v2 Announce Type: cross In The Algebraic Mind, Gary Marcus identified three components essential for any adequate cognitive architecture: operations over variables, recursively structured representations, and a distinction between mental representations of individuals and kinds. He argued that standard multilayer perceptrons ed none of these, acknowledging that a neural implementation using registers and treelets, constructed via developmental programs rather than gradient descent, remained a programmatic conjecture.