Uber's internal AI spending spiraled out of control in four months

Uber burned through its annual employee AI budget in just four months, forcing the company to implement spending caps. The rapid depletion suggests that when you remove friction from tool adoption, usage patterns can surprise you—a lesson worth noting for any bootstrapped team evaluating AI infrastructure costs.