William J. Rothwell

Assessing Learning When AI Can Produce the Product

Generative artificial intelligence can contribute to the reasoning and communication represented in student work, complicating inferences from product quality to individual capability. This conceptual article develops an integrated framework for assessing cognitive ownership through mutual evaluation and outcome-aligne...