Neuroscience of Indoctrination and the Universal Feedback System: Integrating Brain Dynamics, Social Networks, and Tensor Models

Abstract This paper develops a unified framework explaining indoctrination as a failure of cognitive and societal feedback systems. Integrating neuroscience, social networks, and tensor-based models, we demonstrate how beliefs emerge from iterative interactions between individuals and their environment. Using simulations and mathematical modeling, we illustrate how biased inputs and defective network structures distort beliefs even in the presence of truth. The framework connects to four universal principles: (1) law of karma (system integrity), (2) universal law of balance, (3) feedback loop mechanisms, and (4) interconnected cognitive nodes.