Pressure Valves and Shelves: Distribution Pressure Under the AI Capital Wave, and the New Form of Sovereign Individuals

A mental gymnastic. Not a rigorous economics paper, nor is it investment advice—please treat it as a lens through which to observe the world. At the end of the text, there is an observation checklist that can be falsified; if future signals run contrary to the deduction, this framework should be revised.

The starting point of this article is a viewpoint I've heard repeatedly recently: under the AI investment boom, all the money has poured into data centers—flowing toward institutions, companies, and cold machines, rather than into the hands of individuals. Coupled with AI-driven layoffs, ordinary people will only get less money. Without money, there is no consumption; without consumption, there is no economic flow. Thus, even if the investment market is booming, humanity's tangible experience is deteriorating.

I agreed when I first heard it. But when I tried to dismantle this chain link by link for examination, I found things to be much more interesting than this narrative: its premise needs correction, its deduction hides two truly sharp judgments, and the endgames it easily slides into—the demise of fiat currency, the demise of national borders—actually do not hold water. Even more wonderfully, the process of eliminating these false endgames points exactly to a more counter-intuitive true exit.

Let's trace it from the beginning.

Money Did Flow to People, but Only to a Very Few

First, correct the premise. Saying "money didn't flow into the hands of humans" is not accurate: data center construction itself is labor-intensive, construction workers, electricians, and chip engineers are getting paid, Nvidia and TSMC employees are getting paid, and engineers holding RSUs in big tech are also getting paid.

The real problem lies in the fact that the distribution of the inflow is extremely narrow. Today's AI researchers can get astronomical compensation at the hundred-million-yuan level, but such people are rare in the whole society. Returns are highly concentrated in a small group of people with existing skill capital and financial capital; at the same time, AI-driven layoffs are compressing the income end of most ordinary workers. Consumption accounts for the bulk of the economy. When the income end of the majority shrinks, a bizarre divergence appears: data in the asset market is booming, but the tangible experience of ordinary people is declining—and the two can coexist for a long time.

This is not a story of "money not flowing to humans", it's a distribution problem. And the trouble with distribution problems is that they don't fix themselves; they only continue to add pressure to the system.

The Source of Pressure and the Amplifier of Pressure

On this premise, I have two judgments.

The first judgment: the function of ordinary labor as a "primitive accumulation channel" is closing. Wealth polarization is not new, but the structural change in this round is not in the stock of the gap, but in the survival of the channel. People without initial capital used to be able to complete their first pot of gold by selling labor, and then enter the compounding game; when AI systematically compresses the bargaining power of ordinary labor, this ticket itself is disappearing. Historically, what truly triggers social unrest is never the wealth gap itself, but the solidification of the expectation that one "can never climb up again"—the disappearance of liquidity channels is closer to the true pressure point of social stability than the size of the gap. Those with capital continue to compound, while those without can't even reach the starting point. Polarization is not only deepening, but becoming irreversible. This is the source of pressure.

The second judgment: If the AI bubble bursts, it is not an outlet for the pressure, but an amplifier of the pressure. Intuitively, a bubble bursting seems like a reckoning for this carnival, but history gives the opposite answer. When the dot-com bubble burst in 2000, retail investors took the baton at a high level, while institutions picked up Amazon at the bottom; the quantitative easing after 2008 doubled the wealth of those holding assets, while assetless people only got inflation. The mechanism is actually very mechanical: retail investors lack cash flow across cycles and informational advantages, forcing them to cut their losses at the bottom; capital holders have patient capital and collect chips at the bottom. Therefore, the bursting of the bubble itself is a wealth redistribution towards capital holders, and the middle class and retail investors with simple accumulation are the ultimate payers.

In other words, "continuous polarization" and "bubble bursting" are not two mutually exclusive outcomes. The burst is an accelerated form of polarization.

Two False Exits

In a continuously pressurized system, the pressure must find a valve. The two endgames that are easiest to think of, after deduction, I consider to be invalid—but the process of eliminating them is valuable, because it determines what the real valve looks like.

Let's look at the first one: fiat currency loses its credibility and is replaced by cryptocurrency or gold. The problem with this deduction is that it gets the anchor of fiat currency wrong. The credibility of fiat currency is anchored in the state's monopoly on violence and its taxation ability, not in the fairness of distribution—the distribution in the Gilded Age of the US was extremely uneven, yet the US dollar remained strong. What is really changing is another level: the Sino-US bipolar pattern is eroding the exceptional status of the dollar as the only reserve currency, not the fiat currency system itself. Central banks around the world have been unprecedentedly increasing their gold holdings in recent years, which is a true signal—but note the subject of the action, it is states hedging against the currency of another state, not individuals fleeing fiat currency. Individual-level distrust in fiat currency has clear historical triggers (hyperinflation, fiscal collapse, bank freezes), neither uneven distribution nor geopolitical competition is among them. A more likely picture is Cold War-esque: fiat currency blocs coexisting, and a fragmented monetary landscape. And for individuals, fiat currency will still be the only medium for paying wages, paying taxes, and buying houses in the foreseeable future—because the anchor of taxation has not loosened, but is tightening.

Now let's look at the second one: the bottom class loses its interest binding with society, and national borders move towards extinction. Empirical evidence points in the opposite direction. When economic pressure increases and the bottom is left behind, what appears historically is the strengthening of nationalism—this was true in the 1930s, and also in the US and Europe after 2016. The people left behind by technology are exactly the group most strongly demanding closed borders: the nation is the only unit where they can still exert influence through one person, one vote, while capital is a realm they completely cannot influence. So the real picture is tearing apart, rather than dissolving—the borderlessness of the capital level is accelerating, while political borders are simultaneously hardening.

Remember this conclusion. It will come back later in an unexpected way.

The Two-Sided Ledger of Technology

Before deducing the real exit, a ledger must be settled: what kind of enablement has information technology exactly given to individuals? This ledger must be recorded in dimensions, because the directions of the two dimensions are completely opposite.

In the dimension of production and income, the empowerment of individuals is overwhelming. The output capability of one person plus an AI toolchain—content distribution, software delivery, cross-border contracting—is equivalent to a medium-sized institution thirty years ago. This leverage is real and is still expanding.

But in the exit dimension—escaping state taxation, tracking, and asset control—the net empowerment is on the state side. Individual escape relies on information asymmetry, and the essence of information technology is exactly to eliminate information asymmetry. CRS allows over a hundred tax jurisdictions to automatically exchange account information, which was physically impossible in the paper era; on-chain assets claim to be anonymous, but they are actually the first permanent public ledger of all transactions in history; the digitization of immigration, payments, and communications has basically closed the "disappearance" option. After the Russia-Ukraine war, the offshore yachts and Swiss accounts of oligarchs were reduced to zero overnight in the face of state will.

Compressing this ledger into one sentence: Technology has greatly magnified the individual's leverage to "earn", while at the same time greatly compressing the individual's space to "escape". Any deduction about the relationship between the individual and the state must accept these two facts simultaneously.

Sovereign Individual 2.0: From Escape to Arbitrage

The 1997 book The Sovereign Individual predicted that information technology would make individuals invisible to the state and make nation-states lose their taxation ability. This book correctly predicted cryptocurrency and remote work, but its core mechanism—"wealth turns into hideable bits"—has been negated by the ledger above.

However, the failure of the mechanism does not mean the death of the direction. There is a deeper proposition in this theory that is still alive: states are competing with each other.

Escape requires darkness, but arbitrage only requires a price difference. CRS gives individuals nowhere to hide, but it doesn't prohibit a person from legally moving their tax residency from one jurisdiction to another. The state can see every penny of yours, but as long as there are more than two states willing to offer a price, the right to choose exists. The source of sovereignty shifts from "information asymmetry" to "inter-jurisdictional competition"—the government slides from a ruler to a competitive service provider.

The only fatal flaw of this market is cartelization: if states jointly price—global minimum tax, exit tax alliances—the jurisdictional market will close. And here appears the most counter-intuitive twist of the whole piece: the bipolar pattern is exactly the solvent of the cartel. Maintaining a cartel requires a hegemon to punish defectors; CRS and FATCA could function precisely because the past thirty years were a unipolar world. The intensification of Sino-US competition means that both blocs need to win over the middle ground, and neither has the power to punish those fence-sitters who offer favorable conditions to talent and capital—the rise of the UAE and Singapore is not accidental, it is the structural product of bipolar competition, it is a replica of Cold War Switzerland. Thus the conclusion reverses: the more intense the confrontation between states, the larger the jurisdictional arbitrage space for individuals. The "border hardening" mentioned earlier comes back here—it is not an obstacle for sovereign individuals, but the premise of their existence. Without shelves, there is no picking.

The form of wealth must also be repositioned accordingly. Since stock assets can be frozen and confiscated, only one thing remains unconfiscatable: production capability itself. It exists in the mind and workflows, and upon landing in any jurisdiction, it can generate cash flows again in the short term. Therefore, the balance sheet of Sovereign Individual 2.0 must be read backwards—true sovereignty is not on the asset side, but on the income side. The fewer stock assets that can be frozen, and the larger the portable production capacity, the smaller the exposure to any single jurisdiction. This perfectly interlocks with the previous ledger: what AI magnifies is exactly this unconfiscatable item of "single-person production capacity". Technology compresses the space to escape, but turns the earning leverage into a new carrier of sovereignty.

To honestly mark the difference between this form and 1.0: it no longer promises "freedom from the rule of the state," but only delivers "picking among the shelves of states." Sovereignty is not freedom, it is a membership card—sovereignty is rented, and the landlord is still the state. But when there are enough landlords competing with each other, the power dynamics between tenants and landlords will move substantively. Sovereign individuals are no longer the gravediggers of the state, but the rentiers of the state competition dividend.

Correspondingly, the stratification line of the new era is drawn here: between those who can keep unconfiscatable production capacity to themselves and retain optionality among jurisdictional shelves, and those who are locked into a single jurisdiction and can only bear local distribution outcomes.

A Falsifiable Observation Checklist

If the above deduction holds true, corresponding signals should be observable in the next few years; if the signals run contrary, the theory should be revised. There are several parallel valves for releasing pressure, each with leading indicators to monitor.

The radicalization of redistributive politics is the most common pressure release path in history, and the indicator is whether major economies have legislative motions targeting AI profits—the legislative progress of AI taxes, data dividends, and UBI pilots. Nationalism and external blame-shifting are secondary, watch the continuous direction of immigration and tariff policies. The probability of the monetary landscape fragmenting is low and requires a fiscal collapse as a trigger, the indicator being the fiscal deficit trajectory and central bank independence of major economies. But the real bet of this article is the last one—the formation of the jurisdiction market, the indicator being the pricing behavior of "state membership": the price and survival of golden visas, whether talent visas are competitively expanding, whether tax exemptions for remote workers are proliferating, and whether tolerance for dual citizenship is rising.

Regarding the last point, the signals from the past decade are very interesting: golden visas have seen across-the-board price hikes, with many countries tightening or even closing programs, while talent visas are competitively expanding. The coexistence of a seller's market and scrambling for customers—both confirm the same thing: jurisdiction is becoming a consumer market.

Conclusion

Compressing the whole deduction into three sentences. The return distribution of the AI capital wave is extremely narrow, and it is closing the primitive accumulation channel for ordinary labor—this is the source of pressure. If the bubble bursts, it will complete a redistribution to capital holders through retail investors cutting their losses—this is the pressure amplifier. And the ultimate release of pressure will not take the form of the demise of fiat currency or the demise of borders: fiat currency blocs will fragment and coexist, political borders will harden, and it is exactly this hardened, multipolar world that supports a market of inter-jurisdictional competition, allowing those who keep unconfiscatable production capacity to themselves to gain a new form of sovereignty for arbitrage among state shelves.

Changes are indeed happening, but it is not a disruptive endgame, rather a compounding trend. To track it, no prophecy is needed, just keep an eye on that checklist of indicators.

States are building walls, but also opening shops. And the real portable asset is that unconfiscatable you.