DeFi Wasn't Built for You—It Was Built for AI

Author: Raoul Pal, Founder of Real Vision

Compiled by: Chopper, Foresight News

I'll bet you have a wallet on your phone that you haven't opened since 2021, still holding some leftover scraps from a long-dead liquidity mining scheme.

If that's you, you're not alone. That's most people's first impression of DeFi: five different apps, three chains, and a seed phrase scribbled on a piece of paper in some drawer...

DeFi was supposed to replace banks—that was the promise. What you actually got was a part-time job with a spreadsheet, gas fees that sometimes cost more than the yields they promised, and a lingering sense of dread every time you look at your phone.

But what if it was never meant for you?

Like everyone else, I used to think the addressable market for crypto was all eight billion people on Earth. I've had to completely abandon that assumption... The market is no longer just the world's population.

Because I now see very clearly where this is heading. An agentic economy is coming: billions of AI agents doing real economic work, trading with each other at machine speed. And that economy won't run through the Bank of England—it will run on-chain.

You Can't Slow It Down

The first thing to understand about the agentic economy is that it's not optional.

The largest companies on Earth are pouring hundreds of billions of dollars a year into AI compute, and the two superpowers behind them both see this race as existential. America can't slow down because China won't; China can't because America won't. Beneath this race is the reason I laid out in Everything Code: developed nations are aging and indebted, workforces are shrinking, and the growth that debt depends on can no longer be produced by human labor. We don't just want these agents. We need them—hundreds of millions, then billions—to do real economic work.

So no matter what anyone thinks, this wave is coming. The only question is what it runs on. In finance, the ratio of non-human to human identities is already 96 to 1, and those are just clumsy service bots... the ancestors of what's coming. Stripe wrote in its annual letter this February that agents will likely soon handle the majority of internet transactions, and we'll need rails capable of supporting a million—or even a billion—transactions per second. Our existing financial system cannot carry the economy that's coming. That's a fact.

Read the Job Description

So where does DeFi fit in? Go back to that wallet you no longer open. For a decade, everyone has judged DeFi as a consumer product and scored it a "failure," because we all assumed the operator was supposed to be you. Now look at what this thing actually demands of its operator.

You need to monitor positions across multiple protocols 24/7, because the market never closes. Rebalance within seconds when conditions shift. Execute multi-step operations across lending markets, exchanges, and hedging venues simultaneously. Never panic on drawdowns, never get greedy on pumps, never sleep, and never fat-finger a number at 3 a.m.

No human on Earth fits that description, and that's not a character flaw. We evolved to avoid lions, not to manage collateral ratios all night. That's why I've said for years: in volatile assets, leverage is your enemy; for 99% of people, a spot position with a long time horizon is enough.

But hand that same job description to an agent, and it's no longer a job at all. Constant monitoring, instant rebalancing, emotionless execution, no need for sleep... that's just what software does. In March's Global Macro Investor newsletter, I wrote bluntly: "DeFi is not for humans to farm yield. It is the treasury infrastructure for agents: lending, swapping, and hedging at machine speed, with no human in the loop."

To be clear, no one sat down a decade ago and designed DeFi specifically for machines. The builders thought they were building for humans. But look at what this system demands of its operator—it might as well have been purpose-built for machines.

Because what agents need is the exact mirror of everything that torments you in DeFi. It has no business hours, so a market that never closes isn't a burden—it's a foundation. It can't hold a bank account, because no bank will open one for a piece of software, nor settle fractions of a cent in 300 milliseconds. What it needs is money with no gatekeepers and no waiting.

Everything Will Be Rebuilt

So what does that reality actually look like? I believe every financial function we run today will be rebuilt on-chain, with agents embedded in it. The clearest lens to see it all is the most boring function: treasury.

Give an agent the job of handling payments for a business. To do that job well, it has to hold funds; and once it holds funds with a profit motive, it faces the oldest question in finance: what do I do with the account balance? So it will inevitably put capital to work. It will lend out idle cash. It will borrow when a better opportunity needs funding. It will swap between the tokens it receives and hedge the losses it can't afford.

Where will all this activity happen? Not in banks, or anything that looks like a bank. This is the point where "decentralization" in DeFi stops being ideology and becomes an engineering necessity. These agents will trade at speeds no human intermediary can oversee... no compliance officer can approve a million counterparties per second, no clearinghouse can take two days to settle a position that existed for a fifth of a second. The only structure that works is smart contracts: rules written in code, executed exactly as coded. Permissionless, never down.

Machines Have No Habits

One more detail, because it tells you where value ultimately accrues. Humans pick a chain and stay there, out of habit, community, tribe. Agents pick nothing. They will always route every operation to whichever rail is fastest and cheapest at that moment. That constant pressure will drive fees across the entire system toward zero.

Fees falling to zero only sounds like bad news if you think of a chain as a business selling transactions. It's not—it's infrastructure competing to host activity, and the winning blockchains will be used almost for free while settling more value than anything in financial history.

An Economy That Runs Without Us

Now zoom all the way out, because this is no longer a crypto story—it's an economic story.

I believe that within a few years, the majority of economic transactions on Earth will be invisible to humans. Not secret... just happening between machines, at machine speed, at a scale we can't participate in.

The problem is that every economic model we have assumes an economy running at human speed: value accumulating over quarters and careers, destroyed in crashes slow enough to watch on television. Now capital can be raised at machine speed to chase opportunities that exist for milliseconds, operated by participants that never stop trading. Value is created and destroyed faster than any human can comprehend. GDP could jump 30% in a month. We don't even know what that means yet. It breaks the entire economic formula.

This is what I call the "singularity moment"—the point where the economy starts changing faster than humans can adapt. Everything in this article is a step toward it, and the rails being laid right now are where it will happen.

What This Means for You

I think the main thing is relief. You can retire from that 2 a.m. job. You were never supposed to be the operator of this machine, any more than you were ever supposed to hand-route your own email. That wallet you no longer open isn't evidence of a technology failure; it's evidence that the wrong species was at the controls.

And the way to participate was never about beating the robots on yield. This is the same conclusion I keep arriving at from every direction: value accrues to the base layer on which all this activity settles. When billions of agent treasuries are lending, hedging, and swapping every second of every day, the networks hosting that activity become some of the most valuable assets on Earth—and a small piece of them is available to anyone with a phone.

I won't tell you which chain wins, or when the inflection point arrives. I've been in this market for thirteen years, and I've had the arrogance of prediction beaten out of me. What I'll give you is a framework: stop judging DeFi by whether it's useful to you, and start looking at who it was actually built for. Because they're running right now, mostly where you can't see.

You don't have to work at machine speed. You just have to own the infrastructure the machines need to run.