Cognitive Processing of Ai-Generated Advice: The Role of Belief Congruence
Drawing on the Heuristic-Systematic Model, this study reveals that belief congruence between users and AI advisors acts as a heuristic cue that reduces critical scrutiny of LLM-generated fact-checking advice, creating a tension where personalized AI systems may inadvertently diminish users' systematic processing of information.