Unified deterministic architecture combining verifiable time, consent, policy enforcement, runtime integrity, AI safety, and custody into a single post-quantum security stack.

Detects concept and model drift in DNS traffic using ML, analyzes attack recall collapse, engages alarm for threshold drop, and compares retraining feasibility in a SOC detection environment.