Theory-Guided Deception Detection: A RAG-Based Artificial Intelligence Exploration

David M. Markowitz, Timothy R. Levine

The current work developed seven Retrieval-Augmented Generation (RAG) models based on leading deception theories and compared how deception judgments were made relative to baseline…