David Sacks says the real-world rollout of AI will be shaped less by ideology and more by friction.
In a new episode of the All-In Podcast, the White House AI and Crypto Czar says enterprise inertia and infrastructure limits will slow the pace of change.
“With any new technology, there’s always a huge change management aspect with enterprises, because it’s hard for them to adapt and change. And the people in the organization who can lead that change management are the ones who are going to create an amazing career opportunity for themselves. But it’s hard to do. And that’s going to slow down the rate of change, just the amount of inertia in the economy.”
He also points to physical constraints that could cap near-term expansion of AI systems.
“And also one other constraint is going to be that at some point here, we may be token constrained, right? I mean, we may not have enough energy, like we’ve talked about, even though the chips are getting so much better that tokens per second, tokens per watt, and tokens per dollar are all increasing very fast, but we’re still going to probably be constrained in the next couple of years…
Whether it’s land power shell, or just energy production, or maybe chip production, there are real-world constraints on just how fast we can scale the infrastructure.”
He also warns that political opposition could add another layer of friction.
“You’ve got political forces, I want to stop the construction of all data centers in the United States. So it’s crazy. If that gains steam, then that’s going to be a huge constraint on any change whatsoever.”
Taken together, Sacks says these forces undermine extreme predictions on both ends of the spectrum.
“And that will mean that these hyper utopian or hyper dystopian narratives will be wrong.”
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