Universal Knowledge Builders (UKBs) represent a new class of motor-cognitive architects who design, organize, and structure knowledge for seamless book-to-brain transfer. Unlike traditional teachers who rely primarily on verbal instruction, UKBs employ the principles of learnography to create universal learning frameworks accessible across cultures, systems and age groups. System learnography deals with motor science, visuo-spatial mapping, brainpage modules, miniature schools setup, and the seven Dimensions of Knowledge Transfer (KT Dimensions). From Verbal Teaching to Motor Science: Emergence of Universal Knowledge Builders This study investigates the neurocognitive functions underlying UKB systems, their motor application in Taxshila Model Schools, and their impact on learning efficiency, cognitive load, and learner autonomy. Using conceptual analysis and model evaluation, the paper demonstrates that Universal Knowledge Builders reduce dependency on teaching, enhance hippocampal nav...