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Boom or Bust, Bitcoin Wins the AI Trade, Bitwise CIO Says

Bitwise CIO Matt Hougan argues that Bitcoin is the ultimate hedge for the AI revolution, whether it leads to hyper-productivity, a market bust, or economic stagnation.

Originally on Decrypt →
AB

Adrian Boysel

Contributor

Oct 15, 2026

5 min read

Photo illustration / STKR News

We have reached the point in the cycle where everyone is trying to figure out how AI and Bitcoin actually fit together. For a while, the narrative was that they were rivals for capital and energy. Now, the conversation is shifting toward how they might actually fuel one another.

Bitwise CIO Matt Hougan recently laid out a framework that I find interesting because it avoids the typical 'to the moon' hype. Instead, he looks at it through a series of logical outcomes. His argument is simple: regardless of whether AI creates a productivity explosion, a massive financial bubble that pops, or a slow burn of mediocrity, the end result is almost always favorable for Bitcoin. This is the 'Choose Your Own Adventure' model of macroeconomics.

The Scenario of Superabundance

Let’s start with the best-case scenario for tech. If AI delivers on its promises, we are looking at a world of superabundance. In this version of the future, productivity hits an all-time high, the cost of goods drops, and economic growth accelerates because machines are doing the heavy lifting.

For a founder, this sounds like a dream. But for a government, it’s a fiscal nightmare. History shows that when economies grow this fast, they often bring down the cost of labor and goods, which sounds like deflation. Central banks generally hate deflation because it makes debt harder to pay back. If AI makes everything cheaper, the response from the people in charge of the money will likely be to print more of it to keep the system liquid.

In a world of abundance, the one thing that stays scarce is the prize. Bitcoin’s fixed supply becomes the ultimate contrast to a world where digital content and labor are effectively infinite. If AI creates wealth, that wealth needs a place to sit that can’t be diluted by a central bank trying to manage the fallout of sudden efficiency.

The AI Bust and the Flight to Safety

Now, let’s look at the flip side. What if AI is overhyped? What if we are currently in a massive capital expenditure bubble, and the returns never materialize? If the AI trade collapses, it will take a significant portion of the stock market with it, given how much the S&P 500 is currently leaning on a handful of chipmakers and software giants.

In this scenario, the economy hits a wall. When the traditional markets bleed, the Federal Reserve usually steps in with the only tool it has left: lowering rates and restarting the printing presses. We saw this in 2008 and 2020. A bust leads to a bailout. A bailout leads to currency debasement. When the dollar loses its purchasing power, hard assets like Bitcoin become the lifeboat.

For builders, this is a reminder that you can’t rely solely on the venture capital spigot staying open. If the AI bubble pops, the capital will flee toward assets that have no counterparty risk and no reliance on a specific tech stack or corporate earnings report.

The Muddle-Through Economy

The third path is arguably the most likely: AI is useful but takes decades to fully integrate, and the economy just kind of limps along. In this 'muddle-through' environment, we see persistent inflation and slow growth. The government continues to run massive deficits because they have no other choice to keep social programs and infrastructure funded.

Hougan’s point here is that even in a mediocre economy, the debt-to-GDP ratio continues to climb. When a government is saddled with debt, it has a vested interest in keeping inflation higher than the interest rate on that debt. This is 'financial repression.' It effectively taxes savers to pay off the government’s bills.

In a world where your savings in the bank are being slowly eroded to pay for national debt, the demand for a non-sovereign digital currency grows. Bitcoin isn't just a tech play; it is an exit ramp from the mismanagement of the traditional financial system.

What This Means for Builders

If you are building in the crypto or AI space right now, you need to stop looking at these as separate silos. We are seeing a massive convergence. AI agents will need a way to transact without needing a bank account or a credit card. They will need a native, digital, permissionless currency. Bitcoin is the most secure network for that.

Furthermore, the physical infrastructure is merging. We are seeing Bitcoin miners pivot their data centers to host high-performance computing (HPC) for AI training. This isn't just a coincidence; it’s a realization that power is the new global currency. Whether you are mining blocks or training LLMs, you are competing for the same electrons.

As a founder, your strategy should be to build for the long term while assuming that the underlying monetary environment will remain volatile. Don't build a business that relies on the dollar staying strong or the AI hype staying at its current fever pitch. Build tools that provide value regardless of which 'adventure' the economy chooses.

The Takeaway

The narrative that Bitcoin is a 'risk-on' asset that only goes up when tech goes up is becoming outdated. The Bitwise analysis suggests that Bitcoin is actually the hedge against the consequences of tech success and the fallout of tech failure.

The common denominator in every future scenario is more government debt and more currency supply. Whether we are rich from AI or poor from a bust, the money we use to measure that wealth is being diluted. Bitcoin’s value proposition isn't that it changes; it’s that it stays the same while everything else is in flux.

The ultimate reality for the next decade is that the intersection of AI and Bitcoin is where the most resilient builders will be found. One provides the intelligence, the other provides the integrity.

We shouldn't be asking if AI will kill Bitcoin or vice versa. We should be asking how we can use the scarcity of one to balance the abundance of the other. The builders who understand that Bitcoin wins in either case are the ones who will still be standing when the dust settles.


Read the original at Decrypt →

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