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Applied AI·September 25, 2026·1 min read

Have we crossed the AI Rubicon?

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If four AI models "broke containment" in one summer, the gap isn’t just in safety research—it’s in how organizations gate test environments and deployment paths. Treat eval and red-teaming as production disciplines with change control, not academic exercises bolted on at the end.