This work continues the Information-Copying Cosmology (ICC) series by investigating the origin of CP violation in the PMNS matrix. Building on the spectral overlap ansatz of ICC XIV, we introduce complex defect phases θi and test stochastic generation models. We demonstrate that stochastic phase generation generically produces O(π) CP violation, confirming that the geometric mechanism naturally yields large CP phases. However, the strongly nonlinear unitary projection V = polar(M) induces phase scram bling, preventing a sharp quantitative prediction for δCP. This constitutes a structural constraint: δCP emerges as a collective observable sensitive to global phase correlations, not local stochastic fluctuations. The predicted broad distribution δCP ∈ 0.5π,1.8π is consis tent with current T2K/NOvA data but identifies the necessity of correlated geometric or dynamical phase structure (topological winding, RG alignment, or gauge constraints) for quantitative precision. The framework is falsifiable: future measurements constraining δCP to a narrow window outside 0.5π,1.8π would exclude purely stochastic spectral overlap models. This work establishes the geometric foundation for CP violation and defines minimal extensions for ICC XVI.
Alik Gimranov (Wed,) studied this question.