AI-Enhanced Experiments

Abstract

AI-Enhanced Experiments shows researchers how to use large language models alongside reproducible R workflows to design, generate, and validate multi-version stimuli and short chat-based interventions while explicitly addressing validity, ethics, and documentation. Participants leave with practical prompt templates, R scripts, and validation routines to produce scalable, preregistration-ready experimental treatments for political behavior, public policy, and related social science research.