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The AI Superintendent Era: Why 2026 Is Different From 2024

The AI Superintendent Era: Why 2026 Is Different From 2024 In 2024, AI adoption was largely experimental. Organizations deployed tools with minimal oversight, little documentation, and almost no formal accountability. In 2026, that reality has fundamentally changed. AI governance is no longer optional—it is now a leadership, compliance, and business imperative. The biggest shift is