Where the Peas Are
Vilfredo Pareto was counting pea pods in his garden when he noticed a fifth of them produced most of the peas. Then he found the same lopsidedness in who owned Italy. Concentration, it turns out, is the default state of almost everything — which makes the only interesting question not whether the peas are clumped, but where, and whether they can move.
In the 1890s, an Italian economist named Vilfredo Pareto was in his garden, and he noticed something small and strange. A minority of his pea pods — roughly a fifth were producing the large majority of the peas. Most pods gave a little. A few gave almost everything.
It stuck with him, and he went looking for the pattern elsewhere. He found it in the thing economists actually cared about: land. Roughly twenty percent of the people in Italy owned roughly eighty percent of the land. The same lopsided shape, pods to peas, people to property. He checked other countries and other centuries, and it kept showing up.
That became the Pareto principle — the 80/20 rule — and the power-law distribution underneath it. And the deep lesson, the one that matters for everything you're thinking about, is this: concentration is not the exception. It is the default. Equality is the anomaly, the thing that requires constant force to hold in place. Left alone, peas clump. Wealth clumps. Power clumps. It's a law of nature as much as an economic fact, and it is fractal — twenty percent of the top twenty percent hold most of their share too, all the way down.
So when you ask where the peas are in fiat, in Bitcoin, in crypto, in AI, you've already asked the right question — because there will always be a clump. The only thing that changes, system to system, is where it sits, whether you can see it, and whether it can ever change hands. Let me walk each one.
Fiat: the peas are at the printer
In the fiat system, the peas pile up closest to where the money is made. New currency enters the world at a point — the central bank, the banks, the first borrowers — and whoever is nearest that point gets the peas while they're still worth the most. By the time the new money reaches you, prices have risen and the peas have shrunk. That's the Cantillon effect, and it is a Pareto distribution with a motor bolted on. Two things make fiat's clump the worst kind. It's hidden — inflation and redistribution blur it, so the concentration is real but hard to see. And it compounds by decree — the printer can always add more peas to the top of the pile, on command, which means the distribution doesn't just sit there being unequal; it is actively made more unequal by policy, year after year. Fiat doesn't merely have a power law. It has a power law with a thumb pressing down on the heavy end.
Crypto: the peas are in the founders' wallets
The broader crypto world — the altcoins, the tokens, the launches — is where the Pareto distribution gets most extreme and is most disguised. The peas are pre-mined. Allocated to founders and venture funds before anyone else can buy. Hidden in "team tokens" and vesting schedules and unlocks that dump on latecomers.
This is the fiat pattern wearing new clothes, and the credit-factory essay named the dynamic: concentration by insider issuance, dressed up as decentralization. In most of crypto, the peas were already clumped before you arrived — you just couldn't see the pods. Of the four systems, this is often the one where the gap between the story ("everyone can participate") and the distribution (a handful hold almost all of it) is widest.
Bitcoin: the peas are clumped, but you can see them — and no one can add more
Here's the honest part, because Bitcoin does not escape Pareto. The peas are concentrated here too: early holders, the patient, the whales, the first miners. A small share of addresses holds a large share of the coins. Anyone who tells you Bitcoin abolished the power law is selling you something.
But three things make Bitcoin's clump a fundamentally different kind of clump. It's transparent — the concentration is visible onchain, countable by anyone, unlike fiat's hidden version or crypto's disguised one. It's frozen, not compounding — there's no printer, so no whale can manufacture more peas to pile onto their heap; the twenty-one million is fixed, and a large holder can only keep what they have, not decree themselves more. And it's exitable and joinable — no legal tender law forces you in, and nothing stops you building your own pile from the edges. (The one place Bitcoin's peas do clump by force is mining — hashpower pools around cheap energy and a few operators, which the game-theory essay watched closely. The coins are honestly distributed; the mining of them is where concentration pressure lives.)
So Bitcoin's distribution is just as lopsided as the others in shape. What's different is that you can see it, no one can rig it further, and you can leave it. That's not equality. It's honest inequality.
AI: the peas are concentrating faster than anything in history
And AI is where the clump is forming fastest, and may end up tightest of all. The peas here are compute, data, talent, and capital — and every one of those is itself Paretodistributed, pooling into two or three labs (the drawbridge essay). Worse, AI has a flywheel the others don't: more compute buys better models, which attract more capital, which buys more compute. The power law feeds itself.
And here's the frightening part. AI isn't just another pile of peas. It may become the meta-pea — because it concentrates the ability to concentrate everything else. A superhuman capacity to persuade, to allocate capital, to do the mathematics that breaks the locks (the mountain-in-the-fog essay) is a pile of peas that can reach into every other garden. Of the four, this is the concentration to watch, because it's the one that could compound past the point where anyone can exit or join.
The three questions that actually matter
Once you accept Pareto — that the clump is inevitable — the naive question ("is there concentration?") dies, and three real ones replace it. Run every system through them:
Can you see the peas? Fiat hides them. Crypto disguises them. Bitcoin shows them. AI keeps them opaque.
Can anyone add to their pile by force? Fiat, yes — the printer. Crypto, yes — the founder's mint. AI, yes — capital and the moat. Bitcoin, no — the cap is fixed.
Can you join the pile, or leave it? Fiat, no — you're born into it, forced to use it. Bitcoin, yes — permissionless both ways. Crypto, sometimes. AI, less and less, as the drawbridge rises.
That's the real scorecard. Not equality versus inequality — that fight was lost in Pareto's garden — but honest concentration versus rigged concentration.
The deepest thing Pareto saw
And here is the part almost everyone forgets, because Pareto didn't stop at the distribution. He also described the circulation of elites — the observation that the twenty percent at the top are not a fixed set of people. In a healthy society, the elite changes: old families fall, new ones rise, the peas change hands across generations. In a sick one, the elite calcifies — the same people stay on top not by staying best, but by pulling up the ladder behind them.
That is the question under your whole question. Not where are the peas — they'll always be clumped somewhere. It's: can the peas move? Can today's whale become tomorrow's nobody if a better idea appears?
Run that test and the systems sort themselves cleanly. Fiat freezes the elite — the bailout exists precisely to stop the clump from changing hands, to save the people already holding the peas. AI threatens to freeze it hardest, because the flywheel and the drawbridge together could lock in the first few winners permanently. Bitcoin, for all its lopsidedness, at least permits circulation: there is no bailout, so a whale who gets careless can lose it all, and a nobody at the edge can accumulate without anyone's permission. The distribution is steep, but the ladder is still there.
The one line to keep
Pareto found the clump in a handful of pea pods and then in the ownership of a nation, and the lesson was that concentration is the default condition of almost everything equality is the thing that has to be forced, and the clump always returns. So "where are the peas" was always the right question, and the answer is: near the printer in fiat, in the founders' wallets in crypto, in the early and patient hands (and the mining pools) in Bitcoin, and in two or three data centers in AI, concentrating faster than any of them.
But the clump itself was never the real problem, because the clump is a law of nature. The problem is a clump you can't see, that its holders can enlarge by force, and that can never change hands. Fiat has all three failures. AI is building toward them. Bitcoin, alone, gives you an honest clump — visible, fixed, and still capable of circulating.
The peas will always pile up somewhere. The only freedom on offer was never an equal garden. It was a garden where you can see the pods, no one can conjure more, and the pile can still, somehow, move.
Vilfredo Pareto was counting pea pods in his garden when he noticed a fifth of them produced most of the peas. Then he found the same lopsidedness in who owned Italy. Concentration, it turns out, is the default state of almost everything — which makes the only interesting question not whether the peas are clumped, but where, and whether they can move.
In the 1890s, an Italian economist named Vilfredo Pareto was in his garden, and he noticed something small and strange. A minority of his pea pods — roughly a fifth were producing the large majority of the peas. Most pods gave a little. A few gave almost everything.
It stuck with him, and he went looking for the pattern elsewhere. He found it in the thing economists actually cared about: land. Roughly twenty percent of the people in Italy owned roughly eighty percent of the land. The same lopsided shape, pods to peas, people to property. He checked other countries and other centuries, and it kept showing up.
That became the Pareto principle — the 80/20 rule — and the power-law distribution underneath it. And the deep lesson, the one that matters for everything you're thinking about, is this: concentration is not the exception. It is the default. Equality is the anomaly, the thing that requires constant force to hold in place. Left alone, peas clump. Wealth clumps. Power clumps. It's a law of nature as much as an economic fact, and it is fractal — twenty percent of the top twenty percent hold most of their share too, all the way down.
So when you ask where the peas are in fiat, in Bitcoin, in crypto, in AI, you've already asked the right question — because there will always be a clump. The only thing that changes, system to system, is where it sits, whether you can see it, and whether it can ever change hands. Let me walk each one.
Fiat: the peas are at the printer
In the fiat system, the peas pile up closest to where the money is made. New currency enters the world at a point — the central bank, the banks, the first borrowers — and whoever is nearest that point gets the peas while they're still worth the most. By the time the new money reaches you, prices have risen and the peas have shrunk. That's the Cantillon effect, and it is a Pareto distribution with a motor bolted on. Two things make fiat's clump the worst kind. It's hidden — inflation and redistribution blur it, so the concentration is real but hard to see. And it compounds by decree — the printer can always add more peas to the top of the pile, on command, which means the distribution doesn't just sit there being unequal; it is actively made more unequal by policy, year after year. Fiat doesn't merely have a power law. It has a power law with a thumb pressing down on the heavy end.
Crypto: the peas are in the founders' wallets
The broader crypto world — the altcoins, the tokens, the launches — is where the Pareto distribution gets most extreme and is most disguised. The peas are pre-mined. Allocated to founders and venture funds before anyone else can buy. Hidden in "team tokens" and vesting schedules and unlocks that dump on latecomers.
This is the fiat pattern wearing new clothes, and the credit-factory essay named the dynamic: concentration by insider issuance, dressed up as decentralization. In most of crypto, the peas were already clumped before you arrived — you just couldn't see the pods. Of the four systems, this is often the one where the gap between the story ("everyone can participate") and the distribution (a handful hold almost all of it) is widest.
Bitcoin: the peas are clumped, but you can see them — and no one can add more
Here's the honest part, because Bitcoin does not escape Pareto. The peas are concentrated here too: early holders, the patient, the whales, the first miners. A small share of addresses holds a large share of the coins. Anyone who tells you Bitcoin abolished the power law is selling you something.
But three things make Bitcoin's clump a fundamentally different kind of clump. It's transparent — the concentration is visible onchain, countable by anyone, unlike fiat's hidden version or crypto's disguised one. It's frozen, not compounding — there's no printer, so no whale can manufacture more peas to pile onto their heap; the twenty-one million is fixed, and a large holder can only keep what they have, not decree themselves more. And it's exitable and joinable — no legal tender law forces you in, and nothing stops you building your own pile from the edges. (The one place Bitcoin's peas do clump by force is mining — hashpower pools around cheap energy and a few operators, which the game-theory essay watched closely. The coins are honestly distributed; the mining of them is where concentration pressure lives.)
So Bitcoin's distribution is just as lopsided as the others in shape. What's different is that you can see it, no one can rig it further, and you can leave it. That's not equality. It's honest inequality.
AI: the peas are concentrating faster than anything in history
And AI is where the clump is forming fastest, and may end up tightest of all. The peas here are compute, data, talent, and capital — and every one of those is itself Paretodistributed, pooling into two or three labs (the drawbridge essay). Worse, AI has a flywheel the others don't: more compute buys better models, which attract more capital, which buys more compute. The power law feeds itself.
And here's the frightening part. AI isn't just another pile of peas. It may become the meta-pea — because it concentrates the ability to concentrate everything else. A superhuman capacity to persuade, to allocate capital, to do the mathematics that breaks the locks (the mountain-in-the-fog essay) is a pile of peas that can reach into every other garden. Of the four, this is the concentration to watch, because it's the one that could compound past the point where anyone can exit or join.
The three questions that actually matter
Once you accept Pareto — that the clump is inevitable — the naive question ("is there concentration?") dies, and three real ones replace it. Run every system through them:
Can you see the peas? Fiat hides them. Crypto disguises them. Bitcoin shows them. AI keeps them opaque.
Can anyone add to their pile by force? Fiat, yes — the printer. Crypto, yes — the founder's mint. AI, yes — capital and the moat. Bitcoin, no — the cap is fixed.
Can you join the pile, or leave it? Fiat, no — you're born into it, forced to use it. Bitcoin, yes — permissionless both ways. Crypto, sometimes. AI, less and less, as the drawbridge rises.
That's the real scorecard. Not equality versus inequality — that fight was lost in Pareto's garden — but honest concentration versus rigged concentration.
The deepest thing Pareto saw
And here is the part almost everyone forgets, because Pareto didn't stop at the distribution. He also described the circulation of elites — the observation that the twenty percent at the top are not a fixed set of people. In a healthy society, the elite changes: old families fall, new ones rise, the peas change hands across generations. In a sick one, the elite calcifies — the same people stay on top not by staying best, but by pulling up the ladder behind them.
That is the question under your whole question. Not where are the peas — they'll always be clumped somewhere. It's: can the peas move? Can today's whale become tomorrow's nobody if a better idea appears?
Run that test and the systems sort themselves cleanly. Fiat freezes the elite — the bailout exists precisely to stop the clump from changing hands, to save the people already holding the peas. AI threatens to freeze it hardest, because the flywheel and the drawbridge together could lock in the first few winners permanently. Bitcoin, for all its lopsidedness, at least permits circulation: there is no bailout, so a whale who gets careless can lose it all, and a nobody at the edge can accumulate without anyone's permission. The distribution is steep, but the ladder is still there.
The one line to keep
Pareto found the clump in a handful of pea pods and then in the ownership of a nation, and the lesson was that concentration is the default condition of almost everything equality is the thing that has to be forced, and the clump always returns. So "where are the peas" was always the right question, and the answer is: near the printer in fiat, in the founders' wallets in crypto, in the early and patient hands (and the mining pools) in Bitcoin, and in two or three data centers in AI, concentrating faster than any of them.
But the clump itself was never the real problem, because the clump is a law of nature. The problem is a clump you can't see, that its holders can enlarge by force, and that can never change hands. Fiat has all three failures. AI is building toward them. Bitcoin, alone, gives you an honest clump — visible, fixed, and still capable of circulating.
The peas will always pile up somewhere. The only freedom on offer was never an equal garden. It was a garden where you can see the pods, no one can conjure more, and the pile can still, somehow, move.
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