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 behaviors in internal deployments. It prioritizes system-level mitigations to limit harm from misaligned agents. Practitioners gain a concrete blueprint for implementing internal guardrails against autonomous threats.