Skip to content
ANNA BON

Capital.

Who Will Own the AI Economy?

By
Anna Bon
Category
Capital
Form
Essay
Length
11 min read
Published
2026-08-10

$588 billion.

That is what the joint assessment by the World Bank, the European Commission, the UN and the Government of Ukraine says our recovery will need over the next decade — roughly three times Ukraine's nominal GDP for 2025. Three years of the entire country's work to get back to where we already were.

When I first saw that number I did not think about where the money comes from. I thought: who will own what it builds? Power stations. Grids. Data centres. Factories. Ports. Patents. Data. Companies that do not exist yet. Because it is entirely possible to receive this money and discover in twenty years that what Ukrainians own is mostly salaries and invoices, while the assets and the cash flows belong to somebody else. When the real conversation about those assets begins, the room will hold governments, banks, corporations, funds and contractors. My question is simple. Where in that room is the chair for Ukrainian society?

Start with the day we all dream about. The long-awaited morning arrives, the shooting stops, tomorrow there is a ceasefire. Enormous joy. And the morning after that comes the hangover, because the bill arrives.

Does Ukraine's financial problem disappear? No. Direct physical damage to the end of 2025 runs to about $195bn, economic losses to roughly $667bn, and recovery over the next decade to that $588bn. So simply putting back what was destroyed is not enough. The task is different: to turn reconstruction into a quantum leap — to build not a copy of the pre-war economy but a new energy, technological and infrastructural system.

One clarification, because the comments confuse this every time. It is not a cheque somebody writes us in a single sum. It is an estimate of total need. Peace is not a free state that arrives automatically after the last shot. Peace has to be financed.

And here the great redistribution of twenty-first-century money begins. If that $600bn arrives as credit, the country risks drowning in debt for generations. Nobody will give the whole sum as one loan. Realistically it will be a mixture: grants, concessional finance, international institutions, risk insurance, private investment, partnerships, possibly mechanisms built on Russian assets. The OECD separates funding from financing for a reason. The structure matters more than the sum.

Foreign capital is not the enemy. Without it Ukraine will not have the money, the technology or the speed; no country has rebuilt itself alone, and we will not be the first. The question is not how to seal everything inside. The question is on what terms capital enters, and what share of the value created stays here.

That is the difference between they built it for us and we built it together.

Infrastructure by itself is not yet wealth. Wealth is determined by who owns the assets and the cash flows they generate.

Rather than invent an answer, let us take two steps back, because history has answered this twice already. Once somebody else's, once our own.

Step one. 1948, Europe in ruins, America launches the Marshall Plan: $13.3bn then, roughly $150–170bn in today's money, seventeen countries. It should not be idealised — it was not charity. The United States rebuilt European economies and simultaneously made itself allies, markets and a barrier against communism. The strength was in that duality: aid that benefits only the recipient exhausts the donor sooner or later.

But two details are rarely noticed. The first: Marshall required the Europeans to formulate their own recovery programme. A country that does not formulate its own economic doctrine inevitably becomes part of somebody else's. The second, and the more important: the question of citizens participating in the capital created simply did not arise then. That is not a reproach, it was a different era, when wealth meant factories, steel and transport. Today data, compute, networks and intellectual property have been added to those. This is exactly where twenty-first-century Ukraine can take the next step.

So a modern Ukrainian plan has to answer more than what will be built. It has to determine in advance who will own the strategic objects, where the patents will stay, who will control the data, where joint companies will be registered, who receives a share of future profit, and what portion of the value created is inherited by the next generation of Ukrainians. Otherwise Ukraine gets new concrete and its old dependence.

Step two. Our own. In the nineties every Ukrainian received a voucher. A share of the country. There, apparently, was the formula for justice. Except that a share you can sell is a share you will sell when there is nothing to live on, and people sold them for kopecks. That is how the ones we spent the following decades calling the masters of life appeared. In many Ukrainian families those certificates are still lying among old documents. I suspect one of mine is somewhere in my parents' papers — a souvenir from the era when people were first promised a share and given no instrument to keep it.

So Ukraine already knows this lesson from its own experience: simply handing out a right to an asset is not enough. It has to be protected from poverty, from manipulation and from forced sale.

Now look at those who learned the lesson. Alaska shows the model of a direct public dividend. Norway shows intergenerational state capital. Ukraine does not need to copy either literally. It needs the principle: a strategic resource must create long-term public value. The countries that made citizens co-owners of their resources won their history. The countries that let their resources be pulled apart lost it.

And this time our resource is not oil. It is energy, data and an experience nobody else on the planet has.

In any normal investment deal, whoever carries the greatest risk demands a share in the result. Ukrainian society has already made its contribution: it pays the taxes, it has lost homes and businesses, it creates the data and the technology, it carries the historic risk. Lives. So why should society participate only in the costs and never in the capitalisation?

A society that takes on historic risk should participate in the historic capital being created.

There is a trap ahead that nobody is discussing. A dangerous phase begins immediately after the war: the country will urgently need money, and the temptation will be to sell faster and cheaper — grids, generation, deposits, data, technology. That is how you keep the flag over the territory and irreversibly lose economic sovereignty.

Every such deal has an invisible participant: the children who are not yet born. They will inherit either capital, or a country sold with its debts. The criterion for any large decision is simple, and worth remembering. Does it increase the freedom of the next generation, or sell that freedom for relief today?

Which brings me to the most uncomfortable question of this piece, before somebody else asks it. Is the state as owner a guarantee of public wealth?

No. It is not a guarantee. Ukraine knows that no worse than it knows the story of the certificates. An asset handed to the state can vanish just as completely, only more slowly and with better press releases. So the model has to protect capital from three sides at once: from external sale, from internal groups, and from the political cycle with its temptation to take it now, there are elections. Without the third protection the first two do not work.

Honestly, that part is the hardest. It is far easier to write Ukraine should receive a share than to design a construction that outlives several governments. But without it everything else is fine words.

A reader named Pavlo put the most serious objection to me: a call to fight for ownership is all very well, but how does a person do that alone, in a country where financial literacy is low, millions have lost their homes and income offers no room to develop? Pavlo, you are right, and it is exactly why I do not give advice about buying shares. Someone who has lost a home will not build capital alone. That is not a question of motivation or literacy, it is a question of arithmetic. Individual financial advice does not work here and cannot.

Which is why the only answer that makes sense is not personal but collective. Not become an investor, but the country must be arranged so that part of the value created returns to everyone, including those who can buy nothing. A reader named Dmytro gave it the precise name in the comments: a fair public rent. And I would add what I have been thinking all year — that such a rent could be the magnet that brings people home. Not slogans, not appeals. Interest.

A third reader, Borys, formulated the risk of this whole series better than I did: Ukraine may win the war for independence and lose the peace for ownership. If after reconstruction the main assets, the technological platforms and the profit flows are controlled by a few internal groups or by external corporations, Ukrainians will remain the masters of the territory but not of its future. There is nothing to add, except to underline a few internal groups. The threat is not only external.

In June I formulated a principle for myself that people have asked me about ever since: monarchies created funds to turn one generation's resource into the capital of the next, and Ukraine should do the same thing with its citizens at the centre of the model.

That is why a national sovereign fund matters so much to Ukrainians everywhere — and, I would say, to the world, as a new economic model and a way out of systemic crises. Its form needs separate serious work, economic, legal and public. But the model is already clear: the share of value created by energy, data, infrastructure and strategic assets should work over the long term for citizens and for the generations after them. Not as a payment. Not as a voucher. As protected public capital.

Because one day a child whose father was killed in these battles will ask who owns the power station built after this war. I want us to have an answer, whether we like it or not.

This argues for something that is being built.

Sources

  1. Ukraine reconstruction and recovery needs assessment — World Bank / Government of Ukraine / European Commission / UN