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

**Published:** October 30, 2026
**Author:** Christoph Trattner
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/verification-learning-theory-a-process-model-of-checking-and-retention-i

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 for claim-evaluation…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.37875)

**Tags:** #arXiv

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