Can AI Create Abundance Without Creating Inequality?
Every thread about post-scarcity eventually gets this reply. A composite of the ones we keep seeing:
“Sure, AI and robots could make everything cheap. But who owns the robots? Every productivity boom so far made the people at the top richer. Why would this one be different? Feels like we’re heading for a world of trillionaires and everyone else on an allowance.”
The short answer is that the commenter is right about the default. A falling cost curve does not distribute itself. Left to the usual rules, the gains from AI and robots will settle wherever someone holds pricing power, and nothing about the technology prevents that. Abundance is an engineering result. Who gets it is a design decision, and it has to be made on purpose.
Unscarcity locates three places where the gains leak upward, and makes a separate design choice for each one.
Leak One: The Price Stays Where the Wage Was
The first leak is the price itself. In September 2026, the merger filing that will take Agility Robotics, maker of the Digit humanoid, public put its cost curve next to its price, because securities law required it. The price: $8,500 a month to rent one robot, set, in the filing’s own words, “at a discount to a customer’s fully burdened labor cost.” The cost: about $150,000 to build a robot at launch, falling to a targeted $30,000 at 10,000 units a year.
Run the arithmetic over a five-year life and the robot bills about $535,000 either way. At launch costs that is 2.2 times what it costs Agility to build, deploy and support. At volume it is 4.5 times. Eighty percent of the bill of materials disappears, and the customer’s invoice does not move by a dollar.
This is the oldest move in industrial pricing. Charge what the alternative costs, which here is a human worker, and keep the gap. It isn’t villainy; an early vendor funding its own factory has always priced this way. But if it holds, the displaced worker’s wage turns into vendor margin, not cheaper goods. The deflation that abundance depends on stops at the company that owns the machine.
Leak Two: A Bigger Check Gets Absorbed
The obvious fix is to tax the gains and send everyone a check. The trouble is where the check gets spent.
Cash lands in markets where supply can’t move fast: housing, healthcare, education. Zillow found rent rose 30.4 percent between 2019 and 2023 while wages rose 20.2 percent. Pricing software from a single company, RealPage, now sets rent on at least a tenth of American rental units, and White House economists estimated in 2024 that such algorithms add about $70 a month. A market that prices that way will notice a check that arrives on the first of every month.
The pilots point the same direction. Sam Altman’s OpenResearch study gave 1,000 people $1,000 a month for three years. Stress and food insecurity fell in the first year, then faded. The researchers’ own summary: “Cash alone cannot address challenges such as chronic health conditions, lack of childcare, or the high cost of housing.” Scale the check up to Elon Musk’s “Universal High Income” and the effect scales with it. The extra money flows to whoever owns the scarce thing you need.
From the Podcast: The Toll Booth and the Road
The July 13, 2026 episode of Minds, Bodies & Terawatts, our daily podcast, took on the most popular version of the redistribution answer. Its headline: Most Americans Now Back Forcing AI Firms to Hand 50% of Their Stock to a Public Wealth Fund.
The news was a Verasight poll of about 1,700 adults: 69 percent supported moving half the equity of the big AI firms into a public sovereign wealth fund. It landed beside Bernie Sanders’ American AI Sovereign Wealth Fund Act, which would write that half-stake into law, seeding a fund he pegs near $7 trillion.
The host’s first reaction is the one most of us have: if the robots get rich, cut me in. The guest’s reply is the third leak. A share is a claim on profit, and a company earns profit by keeping its product expensive. Give everyone stock in AI and everyone is financially rooting for intelligence to stay pricey. “You’d own a bigger slice of the toll booth, but the road never gets free.” And owning shares is not running the company: the founders keep the special votes, the closed model weights and the roadmap. “You get the dividend, they keep the keys.” The episode notes that Sanders, Trump and Altman all landed on letting everyone own a piece, and that none of them asked whether a piece is worth owning once the thing is nearly free.
Leak Three: Power Pools Where Control Sits
That last line is the deepest of the three problems. If one company owns the robots and one person controls the company, a generous dividend is still a gift, and a gift can be revoked. When machines do the work, people lose the one bargaining chip workers have always had, the ability to withhold labor. The book’s darkest scenario, which it calls Star Wars, is exactly this: a technological aristocracy that keeps everyone fed and nobody in charge.
What the Framework Does Instead
The 90/10 Framework answers each leak with a different tool.
For survival, it skips the cash. The Foundation provides housing, food, healthcare, energy and compute directly, the way a city provides roads. Nobody can raise the rent on an apartment that was never priced, and no vendor can peg a wage anchor to a floor that buys at cost. The book assigns that job to Mission Guilds, production organizations that build for the Foundation at cost and not at value.
For what stays scarce, it refuses to let advantage compound. Frontier opportunities are allocated by Impact, a record of verified contribution that can’t be bought, sold or inherited, and that decays at 3.4 percent a year, a twenty-year half-life. Even the billionaires who trade real assets into the system through the EXIT Protocol get Founder Credits that decay faster, at 5 percent a year. The richest starting balance is engineered to drain soonest.
For power, it puts an expiration date on every office and a public ledger under every decision.
On unscarcity.ai: The Research Behind This Answer
Wage-Anchored Pricing walks through Agility’s filing line by line, and the three things that break an anchor: competition, ownership and visibility. Universal High Income tests Musk’s promise against the guaranteed-income evidence and explains why cash in a scarce market flows upward. Truth Must Be Seen and Power Must Decay covers the two laws the book treats as load-bearing walls against capture.
In the Book: The River-View Apartment
Chapter 3 of Unscarcity, “The MOSAIC of Commons,” is about governance, and it is where the distribution question gets its sharpest answer. In “Law 3: Power Must Decay,” the book starts small: the temporary committee that becomes permanent, the board run by the same three people for twenty years. “Power sticks to whoever has it. Winners rewrite rules to keep winning.” It then follows Rome from one-year magistrates to Sulla and Caesar, and arrives at a single clause: “No authority shall outlive its purpose.” Emergency powers expire at 90 days. Any community may fork and leave if the federation stops serving it.
The chapter’s closing section, “Cage or Trellis,” then asks the question this post started with, at the scale of a single home. When the Foundation owns an apartment with a river view and ten families want it, who gets it? “Not the highest bidder, because there is no bidding; not the highest Impact, because Impact buys nothing on the Foundation and never enters the calculation.” It goes to a transparent queue, and where claims are equal, to a lottery, “because the Foundation’s job is dignity, not desert.”
The book then turns the question on itself and admits that the MOSAIC holds real power of its own. Its answer is that every such power sits on the public ledger, rests with rotating panels and can be appealed. The book works through the rest, including the watershed dispute that tests all five laws at once.
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