Nvidia and OpenAI's Potential $500 Billion Data Center: The World's Largest AI Infrastructure Project
Nvidia and OpenAI have reportedly discussed investing approximately **$500 billion** to build a **10-gigawatt data center** in southern Ohio...
Massive Capacity:: The Hawesville, Kentucky data center will have approximately **400 megawatts (MW)** of capacity, with first power delivery expected in the **second half of 2027**.
Record-Breaking Revenue:: The 20-year lease is expected to generate around **$19 billion in revenue** over its initial term, validating TeraWulf's pivot from crypto mining to AI infrastructure.
Stock Surge:: TeraWulf shares jumped **more than 16%** in premarket trading and are up **over 80% year-to-date**.
Strategic Asset Sale:: TeraWulf also sold its **50% interest** in a 168-MW data center in Abernathy, Texas to an investor group led by Fluidstack.
Why This Matters:: This deal underscores the surging demand for **energy-intensive AI data centers** as major AI labs race to secure compute capacity. It also highlights the pivot of former crypto mining firms toward the more stable AI infrastructure market.
TeraWulf — originally founded as a Bitcoin mining operation — has been strategically pivoting toward AI data center infrastructure, a trend that is reshaping the energy and tech landscape. The lease with Anthropic, one of the world's leading AI companies (creator of the Claude model family), provides a long-duration, predictable revenue stream that contrasts sharply with the volatility of cryptocurrency mining.
The data center located about an hour southwest of Louisville in Hawesville, Kentucky will deliver approximately 400 MW of capacity. For context, a single large-scale AI training cluster can consume tens of megawatts. This facility will likely support Anthropic's growing need for compute-intensive model training and inference workloads.
This deal reflects a broader trend where energy-rich regions — particularly in the American Midwest and South — are becoming hotbeds for AI infrastructure. Kentucky's relatively low energy costs and available grid capacity make it an attractive destination. This type of activity peaks as AI companies move beyond initial development phases into large-scale deployment, requiring dedicated, long-term data center partnerships.
TeraWulf CEO Paul Prager stated: *"The Anthropic lease validates our strategy and establishes a long-duration revenue stream with one of the world's leading AI companies."*
The sale of TeraWulf's Texas data center stake signals a portfolio optimization strategy, allowing the company to focus capital and resources on the larger, higher-value Kentucky project. This is a pattern seen across the industry as AI infrastructure providers consolidate around anchor tenants like Anthropic, OpenAI, and Google DeepMind.
Where is the TeraWulf data center located?
The data center is located in Hawesville, Kentucky, approximately one hour southwest of Louisville.
How much revenue will the Anthropic lease generate?
The 20-year lease is expected to generate approximately $19 billion in revenue over its initial term.
When will the data center begin operations?
First power delivery is expected in the second half of 2027.
Why is TeraWulf moving away from crypto mining?
TeraWulf is pivoting to AI data center infrastructure because it offers more stable, long-term revenue streams compared to the volatile cryptocurrency mining market, as validated by the Anthropic lease deal.
How has TeraWulf's stock performed this year?
TeraWulf shares are up more than 80% year-to-date as of the announcement.
For Investors:: The AI infrastructure boom is creating opportunities as former crypto miners like TeraWulf repurpose their energy assets. This deal signals that **long-term AI compute demand** is a powerful growth catalyst.
For Tech Enthusiasts:: Expect to see more **energy-rich regions** becoming AI hubs as companies lock in multi-year data center leases to secure compute capacity.
For Businesses:: The $19 billion valuation of this lease demonstrates the **enormous scale** of AI infrastructure investments underway — a trend that will shape supply chains, energy grids, and real estate markets for years to come.
Key Takeaway:: The intersection of **AI demand** and **energy infrastructure** is creating a new asset class, and companies that can bridge these two worlds are positioned for substantial growth.
Do you think the pivot from crypto mining to AI infrastructure will become the defining trend for energy companies in 2026 and beyond? Share your thoughts below!
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