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Higher education is entering a second AI phase—one where systems stop merely assisting and start acting. A new UPCEA report predicts the rise of agentic AI by 2026: tools that can plan, execute, and manage work across campus systems. The promise is efficiency. The challenge is governance. The real question is not speed—but control. 
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