Study Finds X's Recommendation System Rewards Arguments Over Likes

A study of 715 U.S. X users found the platform's main feed pushes content that goes against what people say they care about. Stanford's Ziv Epstein found that replies — fewer than 7% of all interactions — carry more weight than likes. A small share of argument-driven behavior shapes what everyone sees.