AI infrastructure crunch reshapes tech spending. Microsoft paused data center development in 2025 but faced unexpected AI demand surge, forcing the company to restrict cloud service subscriptions in some regions. Now spending quarterly what it once spent annually on chips and infrastructure. Microsoft is acquiring existing data center projects and partnering with smaller providers like CoreWeave to secure computing capacity. Meta, Google, and Amazon are committing tens of billions in additional spending to meet AI demand. However, concerns persist about an AI bubble as companies race to build infrastructure for an emerging technology with unpredictable demand patterns. AI providers are implementing usage limits to manage resources, signaling real capacity constraints across the industry.
