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TL;DR
Oracle co-founder Larry Ellison said robot-generated value could be taxed to fund what he called “universal high income,” while acknowledging that the idea is more than a decade away. South Korea is already testing monthly payments to residents in selected rural counties, but the pilot is not an AI-funded program and does not establish how a universal income could be financed.
Oracle co-founder Larry Ellison said on Oct. 27 that taxing value created by robots could help pay for what he called “universal high income,” while South Korea is testing a separate monthly payment in rural counties. The contrast matters because Ellison’s proposal is a long-term policy idea, whereas Korea’s pilot is operating now—but neither establishes that AI-generated wealth can sustainably fund a universal income.
Ellison made the remarks 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. Reports by TechRadar, Diginomica and Business Standard quote him saying, “We need to change from taxing human labor to taxing value added.” He said taxing value added by robots could support universal high income and estimated the change would take more than a decade.
Ellison argued that predictions of AI replacing everyone were “kind of nonsensical,” while acknowledging that some work, including driving, could be replaced. He also used a robot-built house to illustrate how automation might lower costs. These are Ellison’s arguments, not an Oracle policy plan; Diginomica reported that the tax ideas were not Oracle strategy and disclosed that Oracle is a partner. The outlets’ accounts differ somewhat in wording, and the event replay is behind an account login.
South Korea’s Ministry of Agriculture, Food and Rural Affairs began its rural basic income pilot in February 2026. Eligible residents in 17 of the country’s 69 counties designated as losing population receive 150,000 won a month—about $112, according to Yonhap’s conversion—in local gift vouchers. Eligibility is based on residence, not income or employment. The source material says residents generally must have lived in a pilot county for at least 30 days before applying; it also describes a residency requirement for people who work or study elsewhere. The program is scheduled to continue through 2027.
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 Tax Base Behind AI Payments
The central policy issue is not simply whether governments should distribute money, but which income or economic activity would fund it. Ellison’s proposal shifts attention from taxing wages toward taxing value created by automation. That could matter if AI reduces the share of national income paid as wages, but his remarks do not specify a tax design, rate, revenue estimate or mechanism for distributing funds.
South Korea’s pilot offers a live test of a narrower question: how recurring payments work in communities facing population decline. It does not test whether AI companies or robot owners can finance a nationwide benefit. The two examples therefore should not be treated as parts of one program. They show the gap between a future financing proposal and a current, geographically limited payment scheme.
That distinction matters to workers, businesses and taxpayers. A new tax on automated production could affect investment decisions and prices, while payments could cushion income losses or support local spending. But without details on who pays, who qualifies and how costs change, claims that AI will make everyone wealthier remain projections rather than demonstrated outcomes.
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A Pilot, Not an AI Dividend
Ellison referred to Milton Friedman’s negative income tax, under which people below an income threshold receive payments that decline as their earnings rise. That is distinct from a universal payment and from a value-added tax. A value-added tax is collected at stages of production and sale; according to the OECD information cited in the source material, the United States is the only OECD country whose main consumption tax is a retail sales tax rather than a VAT. The existence of VAT systems does not establish that they could raise enough revenue for universal high income.
South Korea’s 2026 funding arrangement is specific to the rural pilot: the national government pays 40%, the province 30% and the county 30%. For 2027, the agriculture ministry has proposed a 50/25/25 split and expansion to about 18 additional counties. Those changes depend on a parliamentary budget vote. The pilot’s stated purpose and funding structure are separate from Ellison’s discussion of taxing robot-generated value.
Evidence from other income trials also varies by design and setting. The source reports that the U.S. OpenResearch study found a $1,000 monthly payment reduced recipients’ annual earnings by about $1,900 and their work by one to two hours a week. Finland’s trial had little effect on employment, while research in Kenya found some recipients shifted from wage work toward their own businesses. These findings do not settle how a national program would work or predict the effects of an AI-specific tax.
“We need to change from taxing human labor to taxing value added.”
— Larry Ellison, Oracle co-founder, as quoted by TechRadar and Diginomica
Costs, Eligibility and Results Ahead
Ellison did not provide a detailed tax proposal, revenue forecast or estimate of how much universal high income would cost. The source material offers a rough U.S. comparison—$1,000 a month for every adult would cost about $3.1 trillion annually, against $5.40 trillion in federal receipts in fiscal 2026—but identifies the calculation as the author’s arithmetic. It is not a government estimate, and the figures alone do not show how such a benefit would be financed or what other spending would be affected.
The source also cites an International Labour Organization research brief warning that extra spending could raise prices in sectors where AI does not increase supply, including housing and care. The extent of any price effect would depend on policy design and local conditions. For South Korea, the pilot’s eventual effects on employment, local businesses and population trends have not yet been established in the supplied material. The proposed 2027 expansion and funding split remain subject to parliament’s budget decision.
There is also an evidence limitation: the cited trials differ in payment amounts, duration, eligibility and economic setting. Their results cannot by themselves establish what would happen under a permanent national program, much less one financed by taxing AI-related value.
South Korea’s 2027 Budget Decision
The next concrete decision is South Korea’s parliamentary vote on the 2027 budget, which will determine whether the proposed funding split and expansion to about 18 more counties proceed. The pilot is scheduled to run through 2027, giving officials time to assess a program that is currently limited to selected rural areas.
For Ellison’s idea, the source material identifies no specific legislation, government proposal or implementation timetable beyond his estimate that it would take more than a decade. Further public debate would need to address the tax base, rates, distribution rules, economic effects and relationship to existing benefits. Until those details emerge, universal high income remains a proposal rather than an announced policy.
Key Questions
Is South Korea’s rural payment funded by AI taxes?
No. The pilot is funded by national, provincial and county governments. The 2026 split is 40%, 30% and 30%, respectively; the proposed 2027 arrangement is subject to a parliamentary budget vote.
What did Larry Ellison propose?
Ellison said governments should shift from taxing human labor toward taxing value added by robots, which he said could help fund universal high income. He did not present a detailed tax plan or say it was Oracle policy.
Who can receive South Korea’s pilot payment?
The pilot pays 150,000 won per month in local gift vouchers to eligible residents of 17 selected rural counties. The source describes residence-based eligibility, with no means test or job requirement.
Do income trials show that people stop working?
No single result applies across all trials. The cited U.S. study found a modest reduction in work and earnings, Finland’s trial saw little employment change, and research in Kenya found some movement from wage work to self-employment.
When could universal high income begin?
There is no start date or enacted policy in the source material. Ellison said the change would take more than a decade, and offered no implementation schedule.
Source: ThorstenMeyerAI.com
