Professors at universities including Cornell University and the University of Pennsylvania are expanding oral examinations and in-person defenses to verify learning in an AI-heavy environment. The reported shift responds to widespread concerns that students submit AI-perfect written work they can’t explain in real time, compressing cognitive accountability into higher-stakes check-ins.