OpenAI locked in a 20-year lease for an 8-gigawatt data center in Ohio, with Nvidia providing financial backing worth up to $105 billion for the facility's residual value. The deal makes Nvidia OpenAI's exclusive chip supplier for the installation.

The scale underscores the infrastructure arms race consuming the AI industry. Eight gigawatts represents enormous computational capacity. For context, that's enough power to support tens of thousands of Nvidia's advanced GPUs running continuously. The facility targets training and inference workloads at the scale OpenAI needs to compete in large language models and beyond.

Nvidia's residual value guarantee is the crucial piece here. Rather than OpenAI bearing full financial risk on hardware that depreciates over two decades, Nvidia essentially insures the value of its own chips installed there. This structure allows OpenAI to commit capital at scale without balance sheet strain. It also locks Nvidia into a dominant position supplying chips to one of AI's largest consumers.

The deal reveals a broader pattern. The Wall Street Journal reported that nine major tech companies now carry approximately $3 trillion in AI infrastructure commitments that don't appear on standard balance sheets. These off-balance-sheet arrangements include leases, supplier guarantees, and partnership commitments. The accounting treatment lets companies deploy capital aggressively while maintaining traditional financial metrics.

This financing model reshapes competitive dynamics. Companies with access to these creative structures and supplier backing can build infrastructure faster than competitors relying on traditional capital markets. OpenAI gains immediate compute capacity. Nvidia gains guaranteed demand and chip exclusivity. Both avoid some financial friction.

The Ohio location also signals infrastructure diversification. OpenAI and other major AI labs have concentrated compute in coastal tech hubs. Spreading facilities to Ohio distributes power demand, addresses land constraints, and potentially taps cheaper electricity.

The 20-