Modern materialist cosmology frequently invokes the ``Random Cosmic Creation Hypothesis'' to explain the precise configuration of our universe. By treating cosmogenesis as a stochastic lottery, proponents attempt to explain away the radical fine-tuning of initial physical parameters. This paper reviews the mathematical underpinnings of this hypothesis. We analyse the standard statistical boundaries (10^-50 to 10^-10^{123}) and expose a fatal category error in attempting to use internal variables to bound a parent generative mechanism. We present a terminal architectural limitation: when the generative framework is forced onto an unconstrained canvas, the system scales to infinity, collapsing standard probability into an undefined void (/) that strips physics of its predictive power
Sagar Kapadia (Sun,) studied this question.