AI companies are shifting focus from tokenmaxxing to implementing strict cost controls. OpenAI CEO Sam Altman identified operating costs as a major issue for enterprise customers.

Uber exhausted its entire 2026 AI budget by April. Executives reported difficulty linking high expenditures to measurable product improvements.

Microsoft canceled third-party AI coding licenses for its engineers to reduce expenses. Amazon dismantled an internal leaderboard that previously encouraged high AI consumption.