The GDM AI Control Roadmap introduces TRAIT&R, a taxonomy designed to identify tactics used by adversarial AI agents. This framework adopts a worst-case cybersecurity approach to threat modeling. It focuses on system-level mitigations to contain misaligned models. Practitioners can now apply these guardrails to catch harmful behaviors in internal deployments.