1 gigawatt. That’s what TeraWulf just secured.
According to TeraWulf’s Form 8-K material event disclosure, accessed via Stock Titan’s SEC filing aggregator, the company acquired the Muskie Data Campus from Industrial Equity Partners – a private equity seller, on approximately May 26, 2026. The site sits in Eastern Kentucky, spans 285 acres, and is master-planned for more than 1 GW of power capacity across two delivery phases.
The delivery timeline is the operationally important detail. Initial capacity of 500 MW is targeted for H2 2028. The remaining 500 MW follows in H2 2030. That’s not a near-term announcement. It’s a long-range infrastructure position, placed today at a site where grid access is already partially secured.
Grid access matters as much as site size in the current environment. Kentucky Power, an AEP subsidiary, is reportedly constructing a dedicated 345 kV substation connected to an existing 765 kV transmission network for the site, according to TeraWulf’s Form 8-K disclosure, though this claim derives from the truncated portion of the source package and should be confirmed against the primary EDGAR filing before relying on the specific technical specifications. What’s clear from the available disclosure is that TeraWulf has secured grid access arrangements with Kentucky Power as part of the acquisition.
Why does eastern Kentucky matter for AI infrastructure? It’s not an obvious answer. The location signals a deliberate calculation: lower land costs, proximity to existing transmission infrastructure, and a regulatory environment that has actively pursued data center investment. The site’s connection to high-voltage transmission suggests it was developed with large-scale power delivery in mind, not repurposed from another use.
This is the third gigawatt-scale AI infrastructure announcement in the current cycle. The broader hyperscaler infrastructure pattern is well-documented, but what’s notable about TeraWulf’s move is that it’s a smaller, specialized operator – best known for its bitcoin mining infrastructure, locking in a position that hyperscalers would typically occupy. Industrial Equity Partners built and sold. TeraWulf bought and is committing to deliver. The private equity exit and the operator acquisition are both signals: the asset was valuable enough to build speculatively, and valuable enough to pay for at acquisition.
What to Watch
The catch is the timeline gap. From acquisition to first delivery is more than two years. From acquisition to full capacity is more than four years. That’s a long window during which energy costs, grid permitting, and compute demand patterns can all shift materially. TeraWulf is betting that AI compute demand at gigawatt scale lands in Kentucky by 2028. That’s a reasonable bet given current trajectories, but it’s a bet.
Watch TeraWulf’s (NASDAQ: WULF) Q2 earnings call for any forward guidance on committed tenants or pre-leasing activity at the Muskie site. Pre-lease commitments before first delivery would confirm the demand thesis. An absence of disclosed tenants by late 2026 would be the first signal that the bet is ahead of demand.