Ad‑funded models have perverse incentives. Subscriptions are incentive‑aligned. Compare engagement‑driven social networks with subscription‑based ones (e.g., LinkedIn): You see far less polarizing content because users can simply unsubscribe, and scammers do not offer long‑lasting jobs.