Meta is introducing paid subscription plans for Instagram, Facebook, and its AI chatbot. This shift aims to recoup the massive capital expenditures required for AI infrastructure. The company moves away from a purely ad-supported model. This monetization strategy directly impacts how Meta funds its ongoing compute requirements and model training.