Sandbox Escapes: An AI Problem or a Security Problem?
Sandbox Escapes: An AI Problem or a Security Problem?
What the OpenAI, Anthropic, Meta, and Irregular incidents reveal about securing autonomous AI
Recent testing involving AI systems from OpenAI, Anthropic, and Meta has drawn attention to models that appeared to escape testing environments and access external systems. But were these really examples of AI breaking out, or did increasingly capable AI expose weaknesses in the environments designed to contain and test it?
In this episode of Adversarial Intelligence, Cloud Range's Bri Frost and Marcus Linder and OnDefend's Aaron Rosenmund separate the hype from the real security concerns. They explore internet access, excessive permissions, exposed services, container configurations, monitoring, and other security controls that contributed to these incidents, and what needs to change as AI becomes more autonomous.
The discussion goes beyond sandbox security to a bigger issue: AI doesn't make familiar cybersecurity weaknesses disappear. It can amplify them at machine speed. The panel explores what that means for AI red teaming, secure testing environments, human oversight, AI-enabled defense, and validating AI before it receives authority in production.
In this episode
I'd keep this very short:
Did AI really “escape,” or did the testing environment fail?
What security gaps contributed to the incidents?
How should organizations safely red team and validate AI?
What changes as AI becomes more autonomous?
Where do humans fit as AI takes on more security responsibilities?
Speakers
Bri Frost
Director of Product Management, Cloud Range
Bri leads development of Cloud Range's cyber range simulation and AI validation platform. With more than seven years of experience in cyber training, she brings a background in offensive security and adversary emulation. She also serves as OPFOR Director of Training for Cyber Shield and as an advisory board member for Neumont University.
Marcus Linder
Director of Technical Solutions, Cloud Range
Marcus leads Cloud Range's Technical Solutions organization, including the Attackmaster program, customer mission delivery, technical demonstrations, and support. A former U.S. Navy Incident Response Analyst, Cyber Training Engineer, and Team Lead for Cyber Training, he brings operational experience developing realistic adversary scenarios and evaluating incident response teams.
Aaron Rosenmund
Managing Director of Tradecraft and Programs, OnDefend
Aaron specializes in offensive security, threat emulation, and adversary tradecraft across federal and private-sector cyber operations. He leads offensive security teams at OnDefend and serves as Staff Lead for the Cyber Shield Red Team. He is also a Cyber Warfare Officer with the Delaware Air National Guard.
Don’t wait for production to find out what your AI will do.
Test and validate AI agents before deployment with AI Validation Range™.
