/The Stochastic Internal-Loop Directed-Information Bound with Continuous-Time Companion: The Stochastic Internal-Loop Invariance Entropy Bound (SILEB) Bridging Stochastic Invariance Entropy and Control-Information Lower Bounds in Closed Self-Referential Systems