Yifan Jiang

Commitment, Not Sequence: A Formal Model of Error Foreclosure in AI-Mediated Learning

We propose and formalize a specific cognitive mechanism — error foreclosure — for how generative AI reshapes learning, and distinguish it sharply from cognitive offloading. Offloading concerns processes relocated to an external store (memory, calculation); error foreclosure conce...