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 identify adversarial behavior in internal deployments. It prioritizes system-level mitigations to limit harm from misaligned agents. Practitioners can now apply these specific guardrails to contain increasingly autonomous and opaque AI systems.