Mike MilliganFounder and CEO, 1.oak Financial · Founder and CEO, 1.oak Financial

Are Chips the New Real Estate?- Nvidia’s $500 Billion AI Bet

11 Aug 2026 · 1 min

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In this monologue, Mike Milligan explains how Wall Street is treating graphics processing units (GPUs) as long‑lived, revenue‑generating assets, similar to commercial real‑estate. Institutional lenders are financing data‑center compute by using the GPUs themselves as collateral, allowing companies like Microsoft, Meta, or startups to avoid bearing the full capital cost on their balance sheets. The revenue generated by the compute is used to repay the financing over time. Milligan frames this as a form of financial engineering that can be highly effective when the underlying revenue streams are stable, but also carries significant risk if those streams falter.

Chapters

What Wall Street is doing is turning a graphics processing unit, a physical chip, into collateral, just like a commercial building or a toll road. They are saying this asset produces revenue that lasts for years and can be borrowed against. So instead of Microsoft or Meta, Facebook, or a startup putting the whole cost of a data center on its own balance sheet. An institutional lender finances the compute and the consumer pays over time out of the revenue that compute generates. That is what financial engineering looks like when it works. It's also what financial engineering looks like when it does not.