Red Hat and Nvidia have collaborated to implement security measures for AI agents that operate outside the agent itself rather than within it. The approach represents a shift in how organizations may protect AI systems by establishing security controls at an external level. The companies’ initiative addresses growing concerns about safeguarding AI agent operations in enterprise environments.