Benedict Evans' Spring 2026 presentation forecasts that as foundational AI models commoditize, industry value will shift upward toward applications, workflows, and proprietary data. Drawing parallels to early internet and mobile technology cycles, he cautions against current capital-driven bubble dynamics and suggests that observers are likely still asking the wrong questions about the sector's ultimate trajectory.