When markets talk about “$3 trillion flowing into AI,” the assumption is usually software, models, and abstract innovation. In reality, the bulk of the capital is being deployed into physical systems: data centers, high-density compute, networking, cooling, and the power infrastructure required to run them continuously. This is not a digital spending cycle—it is an industrial one. What’s unfolding is closer to the buildout of railroads, telecom, or electrification than a typi

After nearly two decades of relatively flat electricity consumption, the United States is entering a new era of power demand growth. This shift is not being driven by population growth, household consumption, or traditional heavy industry. Instead, it is being propelled by data centers—specifically those supporting cloud computing, artificial intelligence, and high-performance workloads. Federal energy forecasts now show that U.S. electricity usage is set to rise more over th

The AI infrastructure market is entering its most revealing phase. Demand is real, but delivery is being separated from promotion at an accelerating pace. In the last 18 months, “AI data center” has become a label applied to everything from entitled land to partially designed shells—often with bold megawatt claims and thin execution behind them. That’s the backdrop for what Groq CEO Jonathan Ross has called “fake data centers”: projects that look investable in a deck, but c