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TL;DR
Oracle co-founder Larry Ellison said AI-driven value could be taxed to fund what he called “universal high income,” but described the idea as more than a decade away. South Korea is already testing a smaller rural payment program; its funding and the wider cost of universal payments remain major questions.
Oracle co-founder Larry Ellison said October 27 that taxes on value created by robots could help pay for “universal high income,” putting a proposed way to share gains from automation into focus as South Korea tests monthly payments in rural counties. Ellison said the idea would take more than a decade to develop; it is a proposal, not an Oracle policy or an adopted government plan.
Ellison made the remarks during the closing keynote at Oracle AI World in Las Vegas, in a question-and-answer session with Seema Verma, who leads Oracle Health and Life Sciences. According to reports by TechRadar, Diginomica and Business Standard, he argued that governments should shift some taxation away from human labor and toward value added by machines. The outlets’ versions of his wording differ slightly, but they report the same core proposal.
Ellison said predictions that AI would replace everyone were “kind of nonsensical,” while acknowledging that some work, including taxi and ride-share driving, could be displaced. He pointed to a robot-built house as an example of how automation might reduce production costs, and referred to economist Milton Friedman’s negative income tax as a precedent for direct payments. He said the change would take “more than a decade” to come about.
South Korea’s agriculture ministry began a rural basic income pilot in February 2026. Eligible residents in selected counties receive 150,000 won a month—about $112, according to Yonhap’s conversion—in local gift vouchers. The pilot covers 17 of the 69 counties designated by the government as losing population and is scheduled to run through 2027. It is a targeted rural program, not a national universal income scheme.
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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Who Would Pay for Automation Gains
The debate is about more than whether AI will eliminate jobs. If automated systems allow companies to produce more with fewer workers, governments could face a question about how to fund public services and household support when a smaller share of economic activity comes from wages. Ellison’s proposal puts the tax base and ownership of productive machines at the center of that discussion.
There is a large gap between the idea and a workable policy. 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 for fiscal 2026. That is the article’s calculation, not a government cost estimate, and it does not by itself settle what taxes, eligibility rules or spending changes might be included in a real plan.
Prices also matter. An International Labour Organization research brief cited in the source warns that additional cash could raise prices in sectors where supply does not expand with demand, including housing and care. A payment might increase recipients’ incomes without making scarce services more available. South Korea’s county pilot offers a live policy test, but its limited geography and local-voucher format cannot establish how a nationwide program financed by AI-related taxes would work.
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From Robot Taxes to Rural Payments
Ellison’s proposal builds on longstanding debates about value-added taxation and income support. A value-added tax is charged as value is added at different stages of production. OECD information cited by the source says the United States is the only OECD country that relies on a retail sales tax, rather than a VAT, as its main consumption tax. Ellison’s novel claim is not that such a tax exists, but that taxes on automated production could be made large enough to support broad payments.
A negative income tax works differently: people below an income threshold receive money, with payments generally declining as earnings rise. Neither mechanism, as presented in Ellison’s remarks, is a costed plan for an AI economy. The source also notes that other technology leaders have previously discussed taxing automation or capital, including Sam Altman in a 2021 essay and Elon Musk in public remarks.
Evidence from cash-transfer trials does not point to a single effect on work. The source reports that a U.S. OpenResearch study found $1,000 monthly payments reduced recipients’ earnings by about $1,900 a year and work by one to two hours per week. Finland’s trial saw little change in employment, while participants in Kenya shifted some activity from wage work to their own businesses. These studies differ in design and setting; they do not directly test a universal income funded by robot taxes.
““We need to change from taxing human labor to taxing value added.””
— Larry Ellison, Oracle AI World closing keynote, as reported by TechRadar, Diginomica and Business Standard
The Plan Has No Costed Blueprint
Ellison did not specify a tax rate, the businesses or transactions that would be taxed, how revenue would be distributed, or whether payments would go to everyone or only people below an income threshold. His remarks were a proposal in a public discussion; Oracle has not described the idea as company strategy, according to Diginomica, which also disclosed a partnership with Oracle.
Details of the South Korean pilot’s future expansion are also not settled. The agriculture ministry has proposed changing the funding shares for 2027 to 50% national government, 25% province and 25% county, and adding about 18 counties. Those changes depend on a parliamentary budget vote. The available source material does not establish the final allocation or expansion outcome.
More broadly, it remains unclear whether taxes on AI-related value could generate enough stable revenue to fund broad payments without discouraging investment or shifting costs to consumers. The pilot and existing cash-transfer research provide evidence about limited programs, not a definitive answer for a national system.
Budget Votes and Evidence From Pilots
The next near-term milestone for South Korea is the parliamentary decision on the 2027 budget, which will determine whether the proposed funding split and additional counties proceed. The current pilot is scheduled to continue through 2027, providing a basis for examining how local payments operate in areas facing population loss.
For Ellison’s proposal, no formal policy timetable or legislative plan was presented. Further debate would need to address what counts as value created by automation, how that value is measured and taxed, and how payments would interact with existing benefits and public services. Evidence from the Korean program and other cash-transfer trials may inform parts of the discussion, but the broader AI-funded income idea remains untested.
Key Questions
What did Larry Ellison propose?
He said governments could shift taxation from human labor toward value added by robots, using the revenue to fund what he called “universal high income.” He did not provide a detailed policy or cost estimate.
Is Ellison’s proposal an Oracle plan?
No. Diginomica reported that the robot-tax ideas were not an Oracle strategy. Ellison gave them during a public keynote discussion.
How does South Korea’s pilot work?
The pilot pays eligible residents in selected rural counties 150,000 won per month in local gift vouchers. It began in February 2026 and is scheduled to run through 2027.
Would basic income make people stop working?
The trials cited in the source show mixed and limited effects, not a universal result. The U.S. OpenResearch study reported lower earnings and a small reduction in weekly work, while Finland’s employment results changed little and some Kenyan participants moved toward self-employment.
When could universal high income begin?
There is no launch date or government plan. Ellison said the proposed shift would take more than a decade, and key questions about tax design, cost and eligibility remain unresolved.
Source: ThorstenMeyerAI.com
