Engagement-Driven Curation Can Trap Audiences in Overfamiliarity

New research finds that recommendation systems optimized for engagement can steer people toward material they already know well. The effect raises short-term clicks but lowers long-term satisfaction. The authors argue platforms may be undercutting the experience they are trying to optimize.