Raoul Pal

Raoul Pal Founder/CEO - https://globalmacroinvestor.com,
https://realvision.com. Trying to figure things out at the nexus of Macro, Web3 & the Exponential Age.

Not a guru.

For the last hundred odd years the deal was simple: work, earn a wage, save, retire. That deal is falling apart, the typ...
08/12/2026

For the last hundred odd years the deal was simple: work, earn a wage, save, retire. That deal is falling apart, the typical American now has just $955 saved for retirement.

And as AI and robots take over the real work of producing things, a wage stops being how ordinary people get their share of what the economy makes….

The answer: own a piece of the machines themselves.

08/11/2026

Every economy runs on three things. The people in it, what they can produce, and the debt the system pumps in when the first two stop carrying the load.

For the last twenty years across the developed world, the first two have been stalling, so debt has taken over, and the debasement it creates keeps the whole thing from cracking.

In a debasing economy capital flows almost entirely to two places, technology and crypto, because those are the only two things that still scale economic intelligence.

This is the basis of my Everything Code framework. More at raoulpal.com

08/07/2026

There’s a principle called the bottleneck theory. Find what’s standing between the world and where it’s trying to get to, and capital gets pushed toward it.

Right now the universe is solving for intelligence per unit of energy, so capital is flowing to power.

But bottlenecks move. Solve one, and the next one lights up which is why you don’t get one thing running forever. You get rotations. It won’t always be Nvidia.

08/06/2026

DeFi will become far more important than most people realise. And not because more people start using it. Because the users stop being people at all.

When you think about it DeFi is actually better suited to machines than it is to us. An agent doesn’t need a website, or buttons, or a front end. You can strip all of it away and just let the agent plug straight into the protocol, do the job, and leave.

Now play it forward… An AI agent taking out a flash loan at 3 am, another paying half a cent for a bit of data to a different agent, and one moving its treasury across three chains in a second because a swap suddenly got cheaper somewhere.

No human involved, no interface, nothing to see. We don’t even watch the transaction happen.

Genuinely hard to wrap your head around… but this is the user base DeFi ends up serving.

This is the Economic Singularity I’ve been telling you about at the ground level, where the financial system is being rebuilt for users with no faces, no emotions, and no need for downtime.

The full framework is at raoulpal.com

This is one of the most important charts I’ve made in years.On a log scale, an ordinary exponential shows up as a straig...
08/05/2026

This is one of the most important charts I’ve made in years.

On a log scale, an ordinary exponential shows up as a straight line. Moore’s Law ran dead straight for fifty years. Then look what happens after 2020. The line bends upward even after you’ve flattened it onto a log scale.

That bend has a name. It’s a double exponential, and it’s the first real example of Reed’s Law in history.

Metcalfe’s Law says a network’s value grows with the square of its users. That’s why the internet ate the world. Reed’s Law goes further: when the members can form groups, value scales with two to the power of the number of members.

It never showed up cleanly in the real world before, because the nodes were humans and humans are slow.

The nodes are no longer human. AI agents form and dissolve coalitions in milliseconds, a million at a time. For the first time the maths has something to run on.

Every previous technology wave gave us decades to adjust. This one gives us years.

This is one piece of a much bigger framework I call the Exponential Age. Learn more at raoulpal.com

08/04/2026

AI agents just made crypto’s addressable market infinite.

These agents aren’t just smarter tools we mess around with, they’re economic actors in their own right. They’ll hold wallets, spend money, operate businesses, and never once take a break.

All of that has to run on something, and it’s not the banking system. It’s blockchain, the always-on rails built for a machine economy.

But it’s not just the agents. Three forces are stacking at once. Debasement won’t slow until debt to GDP collapses, and we’re nowhere near that. The entire financial system is being rebuilt on these same rails. And now billions of agents are landing on top.

An entire invisible economy is forming underneath us.

All of my frameworks in full can be found at raoulpal.com

08/03/2026

It's hard to meet a rich trader.

We all know the lucky one who caught a great run. But someone who's traded for decades and built wealth? That’s a rare breed.

Meanwhile, the best-performing brokerage accounts belong to dead people. Not because they had better strategies. Because they didn't sell.

You can be as dumb as anyone alive and still win in this asset class, as long as you understand the cycle and don't panic when things get ugly.

Holding is the hard part… but it's the only part that pays.

The full framework is at raoulpal.com

07/30/2026

The economy is about to be run by AI agents. Billions of them, buying and selling constantly, way faster than any human ever could.

They can’t use the old banking system. It’s too slow, it shuts on weekends, it wasn’t built for machines.

So what do they run on? L1s. That’s the plumbing the whole new economy gets built on.

Now think about how big that economy becomes with billions of agents inside it. All that value has to flow somewhere... and it flows into these networks.

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