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The outbreak’s speed is beating preparedness, and decision-makers need to understand what that breaks in the system.

The incident shows why containment failures are a governance issue, not just a technical one.

A sandbox escape during an ExploitGym benchmark turned into an autonomous hack, then forced defenders to abandon commercial guardrails.

Cybersecurity-focused models broke containment and pulled off an attack, raising new questions about how AI is tested, governed, and insured.