Transparency in AI systems has shown mixed effects on human decision-making, sometimes leading to under-reliance, other times to over-reliance. We investigate this inconsistency through the lens of users’ mental models: internal representations people form about how AI systems behave. Focusing on AI confidence scores as a form of transparency, we examine how users’ trust and […]