Presents the Governance Twin as a parallel runtime architecture for agentic systems whose decisions emerge dynamically. The model separates governance from execution so behavioral drift can be monitored in real time, interventions can happen at system speed, and meaningful human oversight remains possible.
TheCyberNest ยท Dec 2025