The race for artificial intelligence infrastructure is redrawing the energy map of the United States. In a major strategic move, digital infrastructure firm TeraWulf (WULF) has announced the acquisition of a massive development site in eastern Kentucky. Dubbed the “Muskie Data Campus,” this new facility is planned to scale up to an astounding one gigawatt (GW) of power capacity to meet the insatiable energy demands of next-generation AI workloads.
TeraWulf’s Muskie Campus at a Glance
- Total Planned Capacity: 1.0 GW (1,000 MW)
- Land Area: 285 acres (with expansion options)
- Phase 1 Target: 500 MW online by H2 2028
- Phase 2 Target: Additional 500 MW by 2030
Following the announcement, Wall Street reacted with immediate enthusiasm. Shares of WULF surged by approximately 9%, touching a 12-month high of $25.92 before stabilizing around $24.78. The stock has now more than doubled since the beginning of the year, highlighting intense investor appetite for companies that bridge the gap between cryptocurrency mining and high-performance computing (HPC).
The Power Bottleneck in the AI Era
As tech giants scramble to train larger neural networks, the primary bottleneck has shifted from silicon availability to grid capacity. Securing hundreds of megawatts of reliable power is now the ultimate competitive advantage for data center operators.
“The defining constraint in this market is no longer computing hardware—it is power, transmission infrastructure, and execution certainty,” said TeraWulf Chairman and CEO Paul Prager.
To support this massive load, Kentucky Power is already constructing a specialized 345-kilovolt substation connected directly to an existing 765 kV transmission grid. This robust infrastructure ensures that the Muskie campus will have the stable, high-voltage supply required to run thousands of liquid-cooled AI clusters.
The Great Bitcoin Miner Pivot
TeraWulf is not alone in this transition. Other prominent Bitcoin mining enterprises, including IREN, MARA Holdings, and Hive Digital Technologies, are actively repurposing their power pipelines for AI. In Q1, TeraWulf reported that its AI compute revenues surpassed its Bitcoin mining revenues for the first time, signaling a permanent shift in its business model despite recording a net loss of $427 million during the transitional quarter.
Strategic Location and Future Expansion
The Muskie Data Campus is situated within the 1,000-acre EastPark Industrial Park. The 285 acres acquired by TeraWulf are already zoned for industrial data center use, eliminating regulatory hurdles that often delay mega-projects. This site represents TeraWulf’s second major footprint in Kentucky, alongside its 480-megawatt Justified Data campus in Hancock County.
Frequently Asked Questions
What is TeraWulf’s new project in Kentucky?
TeraWulf has acquired the 285-acre Muskie Data Campus in eastern Kentucky, aiming to build a 1-gigawatt data center dedicated to artificial intelligence and high-performance computing.
Why are Bitcoin miners shifting to AI?
Bitcoin miners possess valuable power interconnection agreements and energy infrastructure. Since AI data centers require massive amounts of electricity, these firms can generate higher margins by leasing their power capacity to tech companies rather than mining cryptocurrency.
When will the Muskie Data Campus be operational?
The first 500 megawatts of capacity are scheduled to go online in the second half of 2028, with the remaining 500 megawatts targeted for completion by 2030.
