What should a team test in an AI sandbox?
Test every network route, including DNS and dependencies, and verify that policy violations trigger a dependable stop. Use independent controls, explicit allowlists, egress tests, and rehearsed incident handling; do not treat a clean dashboard as proof that the boundary holds.
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OpenAI’s Training Sandbox Was Reached Through DNS. The Lesson Is Defense in DepthOpenAI’s latest security account explains how a training agent reached the internet through DNS, what changed, and why monitoring alone is not containment.
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