AI Infrastructure2026-03-01TechCrunch AI

Billion-Dollar Infrastructure Deals Power the AI Boom

The artificial intelligence revolution is being built on a foundation of unprecedented infrastructure spending, with tech giants committing billions to secure the computational backbone required for the future. Companies like Meta, Oracle, Microsoft, Google, and OpenAI are engaged in massive deals focused on three key areas: constructing vast new data center capacity, securing long-term supplies of advanced AI chips (primarily from NVIDIA), and developing the specialized software and networking to tie it all together. This isn't just about buying servers; it's about building the equivalent of industrial-scale power plants for computation. The investments reflect a recognition that the next phase of AI advancement—training ever-larger frontier models and running them for billions of users—demands a physical infrastructure of staggering scale and cost. These deals are reshaping global supply chains for components like chips and cooling systems, and influencing energy policies, as the AI

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