Nvidia presents an AI agent security framework emphasizing engineering controls across the full stack—models, harnesses, and runtime environments. Security requires enforceable boundaries, traceable identities, clear policies, and verified evidence that protections work, with OpenShell providing a secure runtime to govern agent access to data, network and system resources.