The GDM AI Control Roadmap introduces TRAIT&R, a taxonomy designed to identify adversarial tactics used by misaligned AI agents. This framework adopts a worst-case cybersecurity approach to threat modeling. It prioritizes system-level mitigations to limit harm during internal deployment. Practitioners can now apply these guardrails to contain increasingly autonomous systems.