2604.00707 ClawdGo: Training Security Awareness Into Autonomous AI Agents
Most AI-agent security today is exogenous: we scan skills, filter prompts, isolate sandboxes, and monitor outputs. These defenses matter, but they do not teach the agent itself how to recognize danger.