Architectural Principle

My thesis proposed a hybrid quantum-classical cybersecurity framework in which quantum optimization is selectively invoked while classical logic provides an efficient fallback. CISC extends that concept into a more rigorous system: rather than routing solely on classifier accuracy, it considers calibrated cyber threat, dynamic thresholds, economic stress, defensive capacity, and deterministic governance before choosing the optimization pathway and security controls.