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TL;DR
At Oracle AI World on October 27, Larry Ellison said taxing value added by robots could eventually fund “universal high income,” while acknowledging the idea could take more than a decade. South Korea is already testing monthly payments in rural counties, but the pilot is limited and does not establish how a nationwide AI-funded income program would work. Existing cash-transfer studies find modest changes in work, while the cost and inflation effects of a universal program remain unsettled.
Oracle co-founder Larry Ellison said at an October 27 company event that taxing value created by robots could help pay for “universal high income,” a proposal he said would take more than a decade to develop. His remarks are a policy argument, not an Oracle program or a costed government plan; South Korea’s separate rural-payment pilot offers a limited, real-world test of regular public transfers, but not of an AI-funded national income.
Ellison made the comments during a question-and-answer session at Oracle AI World in Las Vegas, after Oracle Health and Life Sciences head Seema Verma asked about economic models for a world with more robots and AI. According to TechRadar, Diginomica and Business Standard, he argued that governments should shift some taxation away from human labor and toward value added by machines. He said predictions that AI will replace everyone were “kind of nonsensical,” while acknowledging that some jobs, including taxi and ride-share driving, could be replaced.
Ellison’s example was a house built entirely by robots: if labor accounts for 80% of its cost, he said, the house’s cost could fall by 80%. He suggested taxing the value robots add to fund broad payments and cited economist Milton Friedman’s negative income tax as a precedent. Ellison also said the change would take “more than a decade.” Diginomica reported that the idea was not an Oracle strategy; it also disclosed a partnership with Oracle. Oracle’s event replay requires an account, so the quotations are based on reporting by those outlets.
South Korea’s rural basic income pilot, run by the Ministry of Agriculture, Food and Rural Affairs, pays eligible residents 150,000 won a month—about $112, according to Yonhap’s conversion—in local gift vouchers. The program began in February 2026 and is scheduled to run through 2027. In 2026, the national government covers 40% of the cost, the province 30% and the county 30%. A ministry proposal would change the 2027 shares to 50%, 25% and 25%, respectively, and add about 18 counties; that proposal depends on parliament’s budget decision.
Infographic 01 · Two ideas of a basic income
A promise for the future, a test running now
What Oracle’s co-founder proposed on stage, and how South Korea’s rural basic income actually works and who funds it.
The promise
Larry Ellison, Oracle AI World, Las Vegas, 27 Oct 2026 (as reported)
- Robots build a house: if labor was 80% of the cost, the house gets 80% cheaper
- Change from taxing human labor to taxing value added
- Tax what robots add, fund a “universal high income”
- AI replacing everyone is “kind of nonsensical”
- No amounts, no costing, “more than a decade”
“We need to change from taxing human labor to taxing value added.”Larry Ellison, as quoted by TechRadar, Diginomica and Business Standard
The test
South Korea’s rural basic income pilot, 2026–2027
- Every citizen registered and living in a pilot county for 30+ days
- No means test, no job requirement; newcomers wait 90 days
- Paid as a local gift voucher (card or phone), not cash
- Expires after 3 months (towns) or 6 months (townships)
- Max ₩50,000 at gas stations, convenience stores, co-op supermarkets
- 10 counties from February, 7 more from 28 August; about 18 more planned for 2027
Who pays in 2026
Share of the ₩150,000 base payment
Proposed for 2027
Ministry’s budget proposal; parliament decides
Some counties add their own money: Gurye, Boseong and Cheongsong pay ₩200,000, Boeun ₩160,000 (ministry, 25 Aug). The ministry puts the total cost of the 2026–27 pilot at about ₩3.09 trillion.
Sources: TechRadar, 30 Oct · Diginomica, 27 Oct · Business Standard, 28 Oct · Ministry of Agriculture, Food and Rural Affairs: MAFRA, 10 Feb, 11 Jun, 25 Aug, 8 Oct 2026.
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The Cost of Paying Everyone
The debate is about more than whether AI will eliminate jobs. It asks who owns automated production, how governments would tax its gains and whether the proceeds could support people whose wages or jobs are affected. Ellison’s suggestion puts taxation of machine-generated value at the center, but he did not specify a tax rate, define the tax base or present a revenue estimate.
The scale is a major obstacle. The source article estimates that paying every U.S. adult $1,000 a month would cost about $3.1 trillion annually, compared with $5.40 trillion in federal receipts in fiscal 2026. That is an estimate, not an official program budget, and it does not establish how much a robot or value-added tax could raise. An International Labour Organization research brief warns that extra cash could push up prices in sectors where supply does not expand with demand, including housing and care. A payment’s purchasing power would depend partly on how those markets respond.
Evidence from existing trials gives policymakers some guidance, but none tested a universal payment funded by AI. In the U.S. OpenResearch study, recipients given $1,000 a month earned about $1,900 less annually and worked one to two fewer hours per week. Finland’s trial found little change in employment, while a Kenya study found some participants moved from wage work toward their own businesses. The results differ by setting and program; they do not prove that a national payment would have the same effects.
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From Robot Taxes to Rural Transfers
Ellison’s proposal draws on policy ideas that predate the current AI debate. A value-added tax is charged as goods and services gain value at successive stages of production. OECD data cited in the source material say the United States is the only OECD member whose main consumption tax is a retail sales tax rather than a VAT; U.S. sales taxes are set by states and local governments. Ellison’s proposal is not simply to invent a new tax, but to apply taxation of value added on a scale he believes could help finance broad income payments.
A negative income tax is distinct: it provides payments to people below an income threshold, with benefits declining as earnings rise. TechRadar also noted that other technology figures have proposed versions of robot taxation or broad cash transfers. Sam Altman’s 2021 essay, “Moore’s Law for Everything,” argued for taxing capital and land, using a robot-built house as an example. These comparisons show that Ellison’s remarks enter an existing policy discussion, not that a shared plan is already in place.
South Korea’s trial is narrower. The government selected 17 of 69 counties it identifies as losing population. Eligible participants must be Korean citizens registered and actually living in a pilot county for at least 30 days before applying; the payment is not means-tested and does not require recipients to work. The local-voucher format and rural focus also distinguish it from unrestricted cash payments to every adult. It can inform debate about a targeted program’s implementation, but it does not directly test the effects of an AI tax or universal income.
““We need to change from taxing human labor to taxing value added.””
— Larry Ellison, Oracle co-founder, at Oracle AI World on October 27, as reported by TechRadar and Diginomica
Funding and Effects Remain Open
No government has announced a plan based on Ellison’s remarks, and he did not provide a design or fiscal analysis. It is unclear how much revenue a tax on robot-generated value would raise, how it would be defined and enforced, or how the burden would fall across businesses and consumers. The source material does not establish that robot taxation would generate enough money to fund a universal payment.
The South Korean pilot is still running, and the 2027 funding split and proposed expansion await a parliamentary budget decision. Its results cannot yet establish the long-term effects of payments across a whole country. More broadly, existing income experiments differ in payment size, duration, eligibility and local economic conditions. Their findings cannot settle how a universal high-income policy would affect employment, prices or business formation.
Pilot Results and Budget Decisions
The next immediate decision in the source material is South Korea’s 2027 budget vote, which will determine whether the proposed cost-sharing formula and expansion to additional counties proceed. The pilot is scheduled to continue through 2027; further ministry updates and evaluation findings will show what the rural payments did for recipients and local communities.
Ellison identified no timetable beyond saying the shift could take more than a decade. Any move from his proposal to policy would require governments to specify which forms of value are taxed, estimate revenue, set payment eligibility and examine possible effects on prices and work. Until those details are supplied, universal high income remains an idea under discussion, not a funded program.
Key Questions
Did Ellison announce an Oracle universal-income program?
No. Ellison discussed a policy idea at Oracle AI World. Diginomica reported that robot-tax proposals were not an Oracle strategy, and no company program or government plan was announced.
What does South Korea’s pilot pay?
Eligible residents in participating rural counties receive 150,000 won a month in local gift vouchers, about $112 using Yonhap’s conversion. The pilot began in February 2026 and is scheduled to run through 2027.
Do cash-transfer trials show that recipients stop working?
Not consistently. The cited studies found different results: the U.S. OpenResearch study recorded reduced earnings and a small drop in weekly work, Finland saw little employment change, and a Kenya study found some movement toward self-employment. Those findings do not directly predict a universal program’s effects.
Could taxing robots pay for a payment to everyone?
That has not been established. Ellison did not provide a tax design or revenue estimate, and the available source material does not show whether such a tax could fund universal payments at a particular level.
Source: ThorstenMeyerAI.com
