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Start free trial →Sharp Tech with Ben Thompson · Tech Strategy & Big Tech · November 2026
Ben Thompson is explaining why a data center bottleneck could actually help hyperscalers and chip makers, since an outside force slowing the build-out gives revenue time to catch up with spending. He argues the scarcity phase of AI will last longer than people assume.
…revenue come? Once the revenue comes, all these things unwind themselves in a very positive direction. And so if there is an external force that forces a slowdown such that revenue can get there in time to relieve all these capital pressures, everyone could win. This could actually be a diffusing.
Win, win, win, win, win. Sure. But
especially the hyperscalers. And so, yeah, it's, yeah. Everyone thinking about AI jumps to the final state where intelligence is a commodity. And that state might take a very, that implies infinite compute. Yeah. And it just might be the longer it takes to get there, the more analysis predicated on intelligent being a commodity isn't actually useful to understanding the world as it is. In a world where there's infinite power, infinite compute, what is like, what does NVIDIA do? Like, there's going to be other chip products, right? In a world where you're limited in power, you have to repurpose your data centers. Suddenly, whatever margin you have to pay to get the most efficient, most powerful chips, it suddenly makes a lot more sense, right? And so it's this, the analysis in a market defined by scarcity versus a market defined by abundance is fundamentally different. Completely flips. And I think the time defined by scarcity has probably been elongated.
Okay. Well, it'll be interesting to see whether there is ever a CapEx slowdown because at this point, I'll believe it when I see it. Whenever we get there, it will be fun to look back at some of the CapEx we've seen over the last couple of years and just how consistently insane it was. Like, I…
Well, in the short term, it's definitely a problem because they're selling chips. There's nowhere to put them. Their market being limited. On the other hand, overall, this has always been a counterintuitive point about NVIDIA, which is the one I just made. A world defined by insufficient power or…
machine, the most efficient machine will be worth the upcharge.