Verification Learning Theory: A Process Model of Checking and Retention in AI-Assisted Judgment.

arXiv:2610.37875v1 Announce Type: new Abstract: Accurate AI assistance can improve immediate judgments while reducing opportunities to practise the operations needed for independent performance. Verification Learning Theory (VLT) formalises this possibility fo