Ascertaining Learning: Generative AI, the Proxy Problem, and Cognitive Competence in University Mathematics

Bob Osano

For decades, university mathematics assessed executable procedure, computing and reproducing standard proofs, as a proxy for the understanding it cared about, because procedure was…