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Thompson: Severe power constraints benefit NVIDIA due to token efficiency advantage

Ben Thompson · What Happens When the AI Boom Runs Out of Money · Invest Like The Best · Aug 18, 2026 · at 1:21:57

Tech analyst Ben Thompson discusses how AI data center energy constraints affect semiconductor demand and hardware competition.

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“If we get to a world where we actually run out of power, that's probably good for NVIDIA, because in a world where we're totally constrained on power, we have to get the best efficiency, the best token efficiency, and I think NVIDIA is still the most token efficient and so that is a good world for them.”

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