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Government Money Is Becoming a Legitimate AI Infrastructure LP

The Department of Energy converting a Cold War-era Kentucky uranium site into a $100 billion AI data-center complex, funded with private capital, shows federal real estate becoming a repeatable co-investment template for AI infrastructure.

TC
Trace Cohen
Early-stage VC & angel · Founder, New York Venture Partners
August 3, 2026
1 min read
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THE RUNDOWN

1

The DOE is converting a Cold War-era uranium enrichment site in Kentucky into a $100 billion AI data-center complex with its own on-site natural gas and battery power plant, tapping private capital to fund the buildout rather than relying purely on federal appropriations

2

The move follows a related DOE decision to have contractor Amentum negotiate a lease for an AI data center and power plant at South Carolina's Savannah River Site -- a second legacy federal nuclear facility being repurposed the same way

3

Every major AI hyperscaler -- Microsoft, Google, Amazon and Meta -- has now signed at least one nuclear power deal in 2026, together committing to nearly 10 gigawatts of capacity, enough to power roughly 7 million homes

4

Using legacy federal nuclear real estate sidesteps years of new-site permitting fights, giving private capital a faster, government-anchored path to gigawatt-scale power that a purely greenfield project would take much longer to clear

TC

The VC Read · Trace's Take

Trace Cohen

The government isn't writing the check here, but repurposed federal nuclear real estate is functionally an LP contribution -- it's the hardest-to-replicate asset in the entire deal, and private capital is happy to underwrite the rest once permitting risk is largely solved. Infrastructure funds should be mapping every other decommissioned federal energy site right now, because this is clearly a template, not a one-off.

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Analysis

The Department of Energy is converting a Cold War-era uranium enrichment site in Kentucky into a $100 billion data-center complex, complete with its own new natural gas and battery storage power plant, funded with private capital rather than pure federal appropriation. It follows a related DOE decision to have contractor Amentum negotiate a lease for an AI data center and power plant at South Carolina's Savannah River Site -- a second legacy nuclear facility getting the same treatment.

The pattern is becoming a deliberate federal template: repurpose decommissioned or underused nuclear real estate, where power infrastructure, security clearances and environmental permitting are often already partially in place, rather than fighting multi-year greenfield permitting battles. Every major hyperscaler has now signed at least one nuclear power deal in 2026, together committing to nearly 10 gigawatts of capacity -- enough to power roughly 7 million homes.

What makes this a genuine funding-category story, not just an infrastructure one, is who's actually paying: private capital is financing the Kentucky buildout, meaning the federal government's real contribution is the real estate, the permitting shortcut and the implicit credibility of a government-anchored site, while venture and infrastructure-focused capital does the underwriting. That's a materially different LP relationship than a traditional public-private partnership, and one infrastructure-focused funds should be tracking as a template that could repeat at other federal sites.

For infrastructure investors, the government isn't just a regulator or a customer in this cycle -- it's becoming something closer to a co-investor providing the hardest-to-replicate asset (permitted real estate with existing power infrastructure) while private capital takes the financial risk. What to watch: whether the Kentucky project's private financing closes on schedule, and whether other decommissioned federal energy sites get identified for the same treatment in the coming months.

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Reported by Value Add Pulse Analysis · Analysis by Value Add Pulse.

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@Trace_Cohen·t@nyvp.com