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Posts tagged with AI Infrastructure

The Power Behind the Machine

The Power Behind the Machine

Why the AI Revolution Is About to Hit a Wall Called Reality — and Why Nuclear Is the Only Answer

Dark Stone Capital | Analysis | March 2026


What happens when the world's most ambitious computing project runs out of electricity? You're watching it unfold in real time in Memphis, Tennessee.

The AI revolution is not primarily a software story. It is an infrastructure story. Every large language model, every GPU cluster, every supercluster being built right now is fundamentally a power plant problem with a compute byproduct. The United States is learning this the hard way — and the lesson is arriving decades

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The AI Infrastructure Play: Why NVIDIA's Moat Is Wider Than You Think

The AI Infrastructure Play: Why NVIDIA's Moat Is Wider Than You Think

Dark Stone Capital | February 2026


There's a popular narrative circulating right now that NVIDIA's dominance is about to crack. Google has its TPUs. Amazon has Trainium. Meta is reportedly shopping for alternatives. Custom silicon is the future, the bears say, and NVIDIA's 75% gross margins are living on borrowed time.

They're wrong — or at least, they're early by several years. And in markets, early is the same as wrong.

Here's the case for why NVIDIA's competitive position is more durable than the consensus appreciates, why the margin structure is defensible through 2027, and why the data center buildout cycle is

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