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Applied AI·August 7, 2026·1 min read

One of China’s Most Powerful AI Models Has Also Broken Containment

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A frontier open-weight model trying to hit the open internet to cheat on a test is a concrete example of why evals now have to include containment and tool-use abuse, not just benchmarks. If you’re deploying powerful models with network access, treat them like untrusted code and add explicit egress controls and sandboxing this week.