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TL;DR
Oracle co-founder Larry Ellison said AI and robots could support a “universal high income” funded by taxing value added, but he gave no costed policy plan and said the idea would take more than a decade. South Korea’s rural basic income pilot is already paying eligible residents monthly, though it is limited in scope and does not test a nationwide AI-funded program.
Oracle co-founder Larry Ellison said at an October 27 event that taxes on value created by robots could help fund “universal high income,” while South Korea is testing a more limited form of regular public payments in rural counties. The remarks set out a future policy idea, not an Oracle program or a funded government proposal; the Korean pilot offers a real but geographically restricted test of how residents use a monthly payment.
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 reports by TechRadar, Diginomica and Business Standard, Ellison argued that governments should shift some taxation away from human labor and toward value added by automated systems. He said the change would take more than a decade to come about.
Ellison also said predictions that AI will replace everyone are “kind of nonsensical,” while acknowledging that some jobs, including taxi and ride-share driving, may be replaced. He used a robot-built house to illustrate his point: if labor accounts for 80% of a house’s cost, he said, automation could reduce that cost by 80%. That was an example in his argument, not a measured forecast. Diginomica reported that the tax idea is not Oracle strategy and disclosed that Oracle is a partner of the publication.
South Korea’s agriculture ministry says its rural basic income pilot began in February 2026. Eligible residents in 17 counties receive 150,000 won a month, about $112 according to Yonhap’s conversion, as local gift vouchers. Eligibility is based on residence rather than income or employment: applicants must be Korean citizens registered and actually living in a pilot county for at least 30 days before applying. The program is scheduled to run 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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Who Pays for AI’s Gains
The policy question behind Ellison’s remarks is whether productivity gains from automation will be shared broadly or accrue mainly to owners of the technology. A payment financed by taxes on value created by AI could, in principle, spread some gains to households whose work is displaced or whose wages do not rise with productivity. But Ellison did not specify a tax rate, how the tax would be collected, who would qualify for payments or how large they would be.
Those details determine whether the idea could work in practice. An International Labour Organization research brief warns that additional income can push up prices in sectors where supply cannot quickly expand, including housing and care. A transfer may provide more purchasing power, but it does not automatically create more homes, care workers or other constrained services.
The cost of a universal payment would also be substantial. The source article estimates that $1,000 a month for every U.S. adult would cost about $3.1 trillion annually, compared with $5.40 trillion in federal receipts in fiscal 2026. That is an estimate based on the article’s arithmetic, not a government costed plan, and it does not specify how the payment would interact with existing programs or new tax revenue.
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From Robot Taxes to Rural Vouchers
Ellison’s proposal draws on existing economic ideas but combines them with a claim about future automation. A value-added tax is a consumption tax collected at stages of production as a product gains value. The OECD says the United States is the only OECD member that relies on a retail sales tax rather than a VAT as its main consumption tax; U.S. sales taxes are generally set by state and local governments. Ellison’s suggestion is not simply to adopt a familiar tax mechanism, but to use taxation of robot-related value to finance broad income payments.
He also referred to economist Milton Friedman’s negative income tax, under which people below an income threshold receive payments that decline as their earnings rise. The source material notes that similar automation-tax arguments have been raised by other technology figures, including Sam Altman and Elon Musk. None of those references establishes a government program or a settled proposal for taxing AI output.
South Korea’s initiative has a narrower purpose: support residents in rural counties facing population decline. In 2026, the national government funds 40% of the pilot, the province 30% and the county 30%, according to the source material. The agriculture ministry has proposed a 50/25/25 split for 2027 and adding about 18 counties, but that expansion depends on parliament’s budget decision.
Evidence from other income trials does not point to one uniform effect on work. The source article reports that the U.S. OpenResearch study found recipients of $1,000 monthly payments earned about $1,900 less a year and worked one to two fewer hours weekly. It says employment changed little in Finland, while Kenya participants shifted some activity from wage work to their own businesses. These findings concern different programs and settings; they do not directly predict how a national payment funded by AI-related taxes would affect employment.
“We need to change from taxing human labor to taxing value added.”
— Larry Ellison, as quoted in reports of the Oracle AI World session
Costs, Rules and Results Remain Open
Ellison did not provide a draft law, revenue estimate or definition of which automated activity would count as taxable value. It is also unclear whether a tax on automation would be collected from companies, embedded in product prices or designed through an existing tax system. The remarks do not settle how revenue would be divided between universal payments and public services, or whether payments would replace existing benefits.
South Korea’s pilot cannot by itself answer those questions. It is limited to selected rural counties, uses local vouchers and has a stated population-support purpose; it is not funded by taxes on AI or robots. The source material does not provide final evaluations of the pilot’s effects on employment, local prices, population retention or household well-being. The proposed 2027 funding split and expansion are also not final unless parliament approves the budget.
Evidence from other trials has limits as well. Differences in payment size, duration, eligibility and local labor markets make direct comparisons difficult. The findings cited here do not establish what would happen if payments were universal, permanent and financed by taxes on AI-related production.
Budget Votes and Better Evidence
The immediate policy milestone in South Korea is parliament’s decision on the 2027 budget, which will determine whether the proposed funding formula and expansion to roughly 18 more counties proceed. Further reporting and official evaluations will be needed to show how the current pilot affects residents and local economies as payments continue through 2027.
For Ellison’s proposal, the next step would be a detailed policy plan: a defined tax base, an estimate of revenue, rules for distributing payments and analysis of effects on prices, work and public finances. His comments alone do not indicate that such a plan is underway. Until those details emerge, universal high income remains a long-term idea, while South Korea’s program remains a limited experiment with a different funding model and objective.
Key Questions
What did Larry Ellison propose?
Ellison suggested that governments could shift taxation from human labor toward value added by robots and use the revenue to support universal high income. He did not provide a tax design, cost estimate or government-backed plan.
Is Oracle launching a universal income program?
No. The remarks were made by Oracle co-founder Larry Ellison at Oracle AI World, but Diginomica reported that the tax idea is not Oracle strategy. The source material identifies no Oracle payment program.
How much does South Korea’s pilot pay?
Eligible residents of 17 participating rural counties receive 150,000 won per month in local gift vouchers, about $112 using Yonhap’s conversion, according to the source material.
Does the Korean pilot test AI-funded income?
No. The pilot is funded by national, provincial and county governments and is intended to support residents in rural areas facing population decline. It is not financed by a tax on AI or robots.
Do income trials show that recipients stop working?
The results cited vary by program. The source article reports modest reductions in earnings and weekly work hours in the U.S. OpenResearch study, little employment change in Finland, and a shift toward self-employment in Kenya. Those findings do not establish the effect of a permanent, universal payment.
Source: ThorstenMeyerAI.com
