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cs.HC2026

From Chaos to Clarity: A Framework for Program-Level AI Learning Outcomes

Grace Barkhuff, Ian Pruitt, William Gregory Johnson +3

The paper proposes a Program-Level AI Learning Outcomes (PLAI-LOs) framework to help higher education programs define and align what graduates should know and be able to do with ge…