Global demand for electricity to power artificial intelligence (AI) data centers has skyrocketed, reaching nearly 30 gigawatts by 2025—comparable to the peak power consumption of a large U.S. state. This rapid growth has sparked a new focus on the energy infrastructure needed to support AI’s expanding computational needs.
Despite dramatic improvements in chip efficiency and a sharp decline in GPU computation costs over the past decade, overall energy consumption tied to AI continues to rise. The savings from efficiency gains have been funneled back into training larger and more complex AI models, maintaining high demand on power grids. Leading machine learning training jobs can consume power on the scale of small power plants, with dedicated AI capacity multiplying more than 200 times since 2022.
The power requirements create both numerical and geographic challenges. The United States hosts thousands of data centers, far more than any other nation, but deploying new electrical infrastructure—including substations, interconnections, and cooling systems—can take years to establish. While AI hardware chips can be delivered quickly, the supporting power infrastructure lags behind, limiting rapid expansion.
Here, Bitcoin mining facilities have an unexpected advantage. Mining operations have spent the past decade building robust, grid-connected power hubs designed to run intense computations 24/7. Although their specialized chips cannot be repurposed for AI workloads, the comprehensive sites—including power contracts, grid connections, and cooling capacity—can serve as ready-made platforms for AI data centers. Renting this existing infrastructure offers AI developers a faster, more cost-effective way to scale than building from scratch.
Bitcoin miners also tend to be located in regions with access to cheap electricity, such as Texas and the U.S. Gulf Coast, which overlaps with areas where AI data centers aim to expand. As AI’s energy demands continue to climb — projected well into the next decade — the synergy between mining facilities and AI infrastructure could reshape the landscape of data center power supply and drive new collaborations.