AI Platform Economics

Investigate how pricing, access controls, and capacity planning for advanced AI platforms influence developer behavior, startup viability, and end-user experience. Compare pricing mechanisms (subscription, usage-based, freemium) and discuss long-run effects on innovation, competition, and platform reliability. Propose a research agenda to study tradeoffs between democratized access and safeguards against misuse.