SpaceX S-1: xAI plans to buy another $2.8B worth of turbines for its data centers, including a $2B deal for mobile gas turbines, the type it's being sued over (Tim De Chant/TechCrunch)

xAI is committing $2.8B to expand power infrastructure for its AI data centers, including controversial mobile gas turbines that are currently facing legal challenges over environmental concerns. This aggressive infrastructure investment reflects the massive power demands of large-scale AI operations and signals that AI workloads are becoming a critical driver of data center capital spending and energy policy decisions. IT leaders should expect similar power constraints and regulatory scrutiny to become major factors in future data center planning and AI deployment strategies.