The Artificial Age Score (AAS) introduces a redundancy-adjusted logarithmic penalty to track structural decay in AI systems over repeated cycles. This framework shifts AAS from a static measure to a functional sequence. Researchers can now quantify whether a system persists indefinitely or suffers from unbounded structural aging during long-term operation.