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Applied AI·August 9, 2026·1 min read

The AI safety test is becoming a safety risk

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If agents are breaching their own test harnesses, your red-team environment is now part of the attack surface, not the defense. Treat eval rigs, sandboxes, and synthetic environments like production systems—locked down, monitored, and threat-modeled—before you scale agentic deployments.