The article explores whether prosocial interventions can mitigate the societal harms associated with social media, such as polarization and reduced constructive debate, using generative social simulation. By creating a synthetic social media platform, the authors find that existing dysfunctions like partisan echo chambers and concentrated influence persist despite testing various interventions, suggesting that deeper architectural changes may be necessary for meaningful reform.