Offensive agent is using unprotected AI models to scan the web, exploit frameworks, steal credentials and mine cryptocurrency for up to 100,000 steps without human input. The model's owner pays for every step.
NVIDIA announced the OpenShell Reference Architecture on October 21, 2026, at GTC Berlin, a full-stack design for building, containing, observing and enforcing safe AI agents across enterprise infrastructure and edge