Because the system is now 3D and nonlinear, for extreme parameter regions (very sharp mobilization α combined with a strong nonlinearity in the trust equation) the limit cycle can undergo **period-doubling**, yielding **deterministic chaos** — aperiodic, unpredictable fraud–enforcement dynamics that are nonetheless fully deterministic.