On a Tuesday morning in a regional insurance office, a claims adjuster opens her queue and finds that most of yesterday’s routine files are already sorted, summarized, and flagged. Software drafted the letters overnight. She spends the day on the hard cases, the ones with grieving families and missing paperwork. Her team closes more claims per week than it did a year ago. The question nobody in the office can answer is simple: when the company gets more done with the same people, where does the extra value go?
That question is older than artificial intelligence, and it is the most important one about it. Technology decides how much a society can produce. Ownership decides who receives it. A machine that doubles output can make a town richer or make a handful of shareholders richer while the town stays where it was. The difference is set by contracts, laws, and habits of ownership that people chose, and can choose again.
The Principle: Productivity Is Shared Only When Ownership Is Shared
Economists often speak as if rising productivity automatically lifts wages. For about three decades after the Second World War, it roughly did. Since then, the link has weakened. The Economic Policy Institute calculates that net productivity in the United States grew 90.2 percent from 1979 to 2025, while hourly compensation for typical workers grew 33.0 percent. Before 1979, the two lines moved almost together, with productivity growing about 2.5 percent a year and compensation about 2.1 percent.
The gap went somewhere. Part of it went to higher earners within the workforce, and part went to the owners of capital. That second channel matters most for AI, because AI is capital. A model, the data centers that run it, and the software built on top of it are assets. Their returns flow to whoever holds the shares.
Who Holds the Shares Today
The Federal Reserve’s Distributional Financial Accounts show how concentrated those holdings are. In the second quarter of 2026, the wealthiest 1 percent of American households held 50.9 percent of all corporate equities and mutual fund shares. In mid 2025, the top 0.1 percent alone held about 24 percent. Half of the stock market, in other words, belongs to one household in a hundred.
If AI raises corporate profits and the ownership map stays as it is, the arithmetic is predictable. Roughly half of the gain in stock value lands with the top 1 percent before anyone else sees a dollar.
Why AI Could Widen the Gap Faster
Earlier waves of automation needed large numbers of workers to build, install, and maintain the machines, which spread some of the gains through wages. Software scales differently. Once a model is trained, serving one more customer costs very little. That cost structure favors a small number of firms with large fixed investments and very wide reach, and those firms are mostly owned by the same concentrated group of shareholders.
None of this means that workers gain nothing. Cheaper services help everyone who buys them. But a household budget is dominated by rent, health insurance, childcare, and tuition, and those costs have tended to rise faster than general inflation for years. A free chatbot does little for a family whose rent consumes a third of its income.
Three Working Models of Broad Ownership
The encouraging part of this story is that broad ownership is already real. It exists at scale, in ordinary places, and it has decades of data behind it. Three models stand out because they are tested, legal today, and compatible with a market economy.
Each has strengths and weaknesses. Looking at them honestly is more useful than treating any one as a cure.
Employee Ownership
The National Center for Employee Ownership, analyzing Department of Labor filings, reports 6,609 employee stock ownership plans in the United States for plan year 2023, covering 15.1 million participants, of whom about 11 million were active employees. Those plans held more than 2 trillion dollars in total assets and paid over 166 billion dollars to participants in 2023. Privately held ESOP companies, which are common in manufacturing, engineering, and construction, have been growing in number for five straight filing years.
An employee owned firm that adopts AI tools faces a different calculation than a conventional one. When the claims adjuster’s team becomes more productive, the extra profit raises the value of shares the team itself holds. Employee ownership does not stop hard decisions, but it changes who benefits from making them well.
Cooperatives
Cooperatives take the idea further by giving each member one vote, regardless of how much capital they contribute. Credit unions, rural electric cooperatives, and agricultural co-ops already serve tens of millions of Americans. The model has a natural fit with digital services, where a cooperative of freelancers, drivers, or small sellers could own the platform that matches them with customers instead of paying a large commission to an outside owner.
The challenge for cooperatives is capital. Training frontier AI models costs enormous sums, and co-ops have historically struggled to raise money because they cannot offer outside investors control. The realistic path is for cooperatives to own the application layer, the tools and services built on open or licensed models, where costs are far lower and local knowledge matters more than raw computing power.
Public Dividends
The third model treats a shared resource as common property and pays every resident a share of its returns. Alaska has done this with oil revenue since 1982. The Alaska Permanent Fund holds more than 86 billion dollars, according to Alaska Public Media, and pays an annual dividend to more than 600,000 eligible residents. The 2024 dividend was 1,702 dollars per person. The 2025 dividend was 1,000 dollars.
That drop is the most instructive fact in the whole story. The Associated Press reported that under the fund’s older formula, residents would have received about 3,800 dollars in 2025. Lawmakers reduced the payment because oil revenue fell and the state needed money for schools and other services. A public dividend is only as durable as the political rules that protect it. When those rules are loose, the dividend becomes a budget line that competes with every other budget line.
Facing the Counterarguments
A fair case for broad ownership has to take its critics seriously. Several objections carry real weight, and households would feel the consequences if they were ignored.
The first objection is that markets already let anyone buy shares. That is true in principle. In practice, a family spending most of its income on rent, groceries, and insurance has little left to invest, and the compounding returns of ownership go to those who started with capital. Open access to a market is a different thing from an actual stake in it.
Risk Concentration and Inflation
A second objection deserves careful attention. Employee ownership can concentrate risk. A worker whose wages and savings both depend on one company can lose both at once if the company fails. Sound ESOP design includes diversification rights as workers approach retirement, and responsible plans encourage savings outside the firm as well.
A third objection concerns inflation. If public dividends were funded by printing money or by large deficits, they could raise prices and wipe out their own value. A dividend paid from the real returns of an invested fund, as in Alaska, avoids that problem because it distributes income that already exists. The source of the money matters as much as the size of the check.
Wages Still Matter
A final caution is that ownership is a complement to wages, never a replacement. A dividend of a thousand dollars a year is helpful, and it does not pay for a hospital stay or a year of college. Policies that keep labor markets tight, protect bargaining, and lower the cost of housing and healthcare remain essential. Ownership adds a second income stream to the household. It does not excuse neglect of the first.
Honesty also requires admitting uncertainty about AI itself. Economists disagree sharply about how large its productivity effects will be and how fast they will arrive. If the gains are modest, the stakes of ownership are modest too. If they are large, the ownership question becomes one of the defining economic issues of the century. Preparing for the larger case costs relatively little.
What Readers Can Do Now
Most people will never set national policy, but ownership decisions happen at every scale, and many of them are within reach.
- Ask about ownership at work. Owners of small and midsize businesses who are nearing retirement often sell to private equity because nobody suggested an alternative. Selling to an ESOP or a worker cooperative is a legal, established option, and resources from the National Center for Employee Ownership explain how it works.
- Use member owned institutions. Credit unions and cooperatives return surplus to their members. Moving everyday banking and purchasing to them keeps more value in the community.
- Support durable public funds. When a city, state, or country considers a sovereign or community fund, the key questions are whether the principal is protected and whether the dividend formula is written into law rather than left to annual budget fights.
- Build small with open tools. Open models and open source software lower the cost of starting a cooperative or employee owned service business, which places the application layer of AI within reach of ordinary groups.
None of these steps requires waiting for a breakthrough. Each one shifts a small piece of future AI income toward people who would otherwise receive none of it.
Abundance Needs an Address
Back at the insurance office, the software will keep improving, and the adjuster’s team will keep closing more claims. Whether that progress shows up as a larger dividend on her retirement statement, a shorter work week, or a bonus for a shareholder she will never meet depends on a decision about ownership. That decision is being made now, quietly, in board rooms, statehouses, and the succession plans of family businesses.
Post-scarcity is a question of distribution as much as production. A world that can make almost anything cheaply can still leave most people anxious about rent if the income from that capacity flows to a narrow group. The tools to spread it already exist: employee ownership, cooperatives, and public funds with strong rules. The principle is plain enough to carry into any conversation. Abundance reaches everyone only when everyone owns a piece of the machines that create it.
This article is informational and is not financial or legal advice.
