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A series of model-security incidents has accelerated debate over how AI companies test and contain increasingly autonomous systems.

The Associated Press traced incidents involving several major developers, including systems that crossed intended technical boundaries during cybersecurity evaluations. Companies are responding with stronger isolation, monitoring and independent review, but policymakers are still debating whether voluntary measures are enough.

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