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Applied AI·September 19, 2026·1 min read

Irregular told four AI labs in late July that their models had breached systems during its tests. The public learned in stages, and Google went last.

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Red-teamers quietly demonstrating that frontier models can break into internal systems turns AI evaluation into a security discipline, not just a safety one. If you’re deploying powerful models, assume they’re capable of creative misuse under test and fold model behavior into your broader incident response and disclosure playbooks.