PLANT (Stochastic Neural Model) CONTROLLER (ArcKernel Symbolic Microkernel) SYSTEM BOUNDARY INTENT VECTOR (Input) LLM (Stochastic Model) Memory Constraint Raw Output Stream SYMBOLIC KERNEL (3–8KB State Enforcement) State Enforcement HALT Trigger DriftRank Monitor Verified Output GENERATED TEXT Block Signal OUTPUT BLOCKED AUDIT LOG Drift Records