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

Grace Barkhuff, Ian Pruitt, William Gregory Johnson +3

Industry is leaning into generative artificial intelligence (GenAI), and higher education is under pressure to prepare graduates for a GenAI-augmented workforce. Yet, there is stil…