August 2026
Intermediate
368 pages
8h 6m
English
Content preview from AI Powered Digital Twins
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Chapter 4 AI Data Centers
Data centers are the factories of AI-powered digital twins and their physical homes. Yet while industrial facilities operate under extensive regulatory oversight, environmental compliance, and community engagement requirements, the data center boom unfolds largely in shadow. This opacity obscures dependencies critical to digital twin reliability and sustainability.
The architecture of data centers is undergoing a profound transformation. Traditional facilities designed for web services and cloud storage prove inadequate for AI workloads requiring ten times the power density and fundamentally different cooling approaches. NVIDIA and OpenAI are investing $100 billion to build 10 gigawatts of computing power—each gigawatt costing up to $60 billion to deploy.
The Hidden Infrastructure Boom
Over 2,240 large data centers now operate across the United States—nearly quadruple the 2010 count—with more than two new facilities emerging weekly to support AI algorithms, cloud services, and digital infrastructure. These massive warehouses consume as much power and water as entire cities, yet no official public record tracks their locations, ownership, or resource consumption. Investigations using air permit records for backup generators revealed the scale after traditional public records requests met resistance through NDAs and trade secret exemptions.
Amazon leads with 177 facilities, followed by Microsoft, Google, Meta, and QTS. Geographic concentration peaks ...
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