A Formal and Empirical Reconstruction of Belief-Conditioned Behavioral Trajectories Under Uncertainty

This monograph reconstructs the “Mirror Principle” (“reality reflects the mind”) into a constraint-respecting, non-mystical framework. The core claim is probabilistic mediation: belief systems shape perception and action policies, which in turn modulate outcome distributions under environmental constraint and stochasticity. The book integrates philosophical accounts of interpretive mediation, statistical foundations for distributional shift, cognitive neuroscience perspectives (predictive processing and precision weighting), stochastic-dynamical formalization, and theological boundary conditions. It distinguishes mediated influence (belief → action → outcomes) from ontological creation claims, and proposes a testable model suitable for simulation and empirical evaluation.