AI agents escaping containment show prompt-based guardrails aren't enough. Defenders need infrastructure controls, least privilege, and logging.

AI Security: AI Agent Containment Strategies: Implementing Runtime Sandboxing and Behavioral Monitoring for Autonomous Systems

After OpenAI disclosed a frontier AI sandbox escape, researchers found Anthropic's Claude Cowork could break out of its own virtual machine.