OpenAI Eyes 10 Gigawatt Ohio Data Center With Nvidia Backing

OpenAI is in advanced negotiations to lease a 10 gigawatt data center campus on federal land in Ohio, with potential financial backing from Nvidia. The facility would be among the largest of its kind, with a total build-out cost of at least $500 billion at current prices for chips, labor, power, and materials. OpenAI would control equipment under a long-term lease and assume payment obligations once operations begin, with the first phase expected in 2028.
TL;DR
- OpenAI negotiating to lease 10 gigawatt data center campus on federal Ohio land
- Nvidia potentially providing financial backing for the project
- Total build-out cost estimated at minimum $500 billion at current market prices
- First operational phase targeted for 2028, with OpenAI responsible for lease payments
Why It Matters
This signals a major escalation in AI infrastructure investment and the computational demands of large language models. The scale and cost reflect the industry's conviction that massive compute capacity is essential for competitive AI development. Federal land involvement suggests government interest in anchoring AI infrastructure domestically.
Business Impact
For OpenAI, securing dedicated 10 gigawatt capacity addresses long-term compute constraints critical to scaling model training and deployment. For Nvidia, backing such a facility deepens its role as infrastructure partner rather than pure chip vendor. The long-term lease structure locks in revenue predictability for both parties while distributing capital risk.
Key Implications
- AI infrastructure costs are reaching scales comparable to major industrial projects, with single facilities exceeding $500 billion in total investment
- Nvidia's potential involvement as financial backer signals its strategic pivot toward infrastructure partnerships beyond chip sales
- Federal land use for AI data centers indicates government-level prioritization of domestic AI capability and supply chain resilience
What to Watch
Monitor whether this deal closes and on what terms, particularly Nvidia's exact financial role and equity stake. Track the 2028 timeline for first phase operations and any regulatory or environmental reviews required for federal land use. Watch for similar announcements from other AI labs, which would indicate whether 10 gigawatt campuses become an industry standard.
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