AI's Free Lunch Ends: From Abundance to Strategic Scarcity

For the past three years, AI models consistently improved while dropping in cost—enabling companies to build architectures centered on frontier models. That era is over. Claude Opus 4.7 signals a new market reality where capability and affordability diverge: frontier models command premium pricing while cost discipline becomes a core architectural concern. Organizations must now implement provider abstraction layers to survive model pricing shifts.