The GDM AI Control Roadmap introduces TRAIT&R, a taxonomy of tactics used by hypothetical AI adversaries. This framework adopts a worst-case cybersecurity approach to threat modeling for internal deployments. It focuses on system-level mitigations to contain misaligned agents. Practitioners can now apply these guardrails to detect adversarial behavior in increasingly complex systems.