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TL;DR
At Oracle AI World on Oct. 27, Larry Ellison proposed shifting taxes from human labor to value added by machines as a possible way to fund “universal high income.” His remarks were a personal policy idea, not an Oracle plan, and he said it could take more than a decade. South Korea’s rural basic-income pilot provides a live but limited comparison: eligible residents receive monthly local vouchers, while questions about funding, national scale and AI-driven price effects remain unresolved.
Ellison made the comments during a closing keynote question-and-answer session with Seema Verma, who leads Oracle Health and Life Sciences. When asked about economic models for a world with more robots and AI, he argued that predictions of AI replacing everyone were “kind of nonsensical.” He compared automation to autopilots: machines can take over tasks while people remain in some roles. He also said some jobs, including taxi and ride-share driving, could be replaced.
Ellison’s proposed funding mechanism was to shift taxation away from human labor. “We need to change from taxing human labor to taxing value added,” he said, according to reports by TechRadar, Diginomica and Business Standard. He suggested taxing the value robots create could support “universal high income,” while warning that the idea was “going to take more than a decade to come about.” Oracle’s replay of the session is behind an account login, and the cited outlets differ slightly in how they render parts of his remarks.
South Korea’s agriculture ministry launched its rural basic-income pilot in February 2026. Eligible residents of 17 counties receive 150,000 won a month—about $112, using Yonhap’s conversion—in local gift vouchers. The program runs through 2027. For 2026, the national government funds 40% of the payments, the provincial government 30% and the county 30%. The agriculture ministry has proposed changing those shares to 50%, 25% and 25% in 2027 and adding about 18 counties, but that expansion depends on a parliamentary 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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Who Would Fund Payments at Scale?
The debate is about more than whether automation will remove particular jobs. It is also about who owns the productive systems and how the public receives a share of the value they generate. If AI and robotics raise output while reducing demand for some kinds of labor, a tax base tied mainly to wages could face pressure. Ellison’s proposal puts that tax question in public view, but he did not specify a tax rate, the definition of taxable value added, or how much revenue would be needed.
The scale of a universal payment would matter. The source article estimates that paying $1,000 a month to every U.S. adult would cost about $3.1 trillion a year, comparing that estimate with $5.40 trillion in federal receipts for fiscal 2026. That is an illustrative calculation, not a government cost estimate or a proposed payment plan; it does not establish how a robot or value-added tax would perform. Any assessment would also need to account for eligibility, existing benefits, administrative costs and the effects of new taxes.
Regular payments could support household income, but their effect would depend on supply and prices as well as the size of the payment. An International Labour Organization research brief cited in the source warns that added purchasing power could push prices higher in areas where supply does not expand with AI, including housing and care. That is a risk to examine, not a guaranteed outcome. South Korea’s vouchers are also restricted to local use, so their effects cannot simply be treated as evidence for a nationwide, unrestricted payment.
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A Proposal Beside a Live Pilot
Ellison’s idea resembles earlier proposals to redistribute gains from automation, but it is not a detailed policy design. He cited economist Milton Friedman’s negative income tax, under which payments to people below an income threshold decline as their earnings rise. That approach differs from a universal payment made to everyone. TechRadar has also noted that other technology figures, including Elon Musk, have discussed robot-related taxes, while Sam Altman’s 2021 essay “Moore’s Law for Everything” proposed taxing capital and land to fund redistribution.
“Value added” is not itself a new tax concept: value-added taxes are used across other OECD economies. The source reports that the United States relies on state and local retail sales taxes rather than a federal VAT as its main consumption tax. Ellison’s suggestion is distinctive in its proposed purpose and scale—using taxes on value created through automation to support broad payments—not in inventing a new tax category. He gave no model showing how such a system would work.
South Korea’s pilot is narrower and has a defined funding arrangement. According to the agriculture ministry’s 2026 releases, eligible applicants must be Korean citizens registered and actually living in a participating county for at least 30 days before applying. There is no means test or employment requirement. The pilot therefore tests a payment in selected rural communities, not a national income guarantee or a program funded by taxes on AI.
““We need to change from taxing human labor to taxing value added.””
— Larry Ellison, Oracle co-founder, at Oracle AI World on Oct. 27, as reported by TechRadar, Diginomica and Business Standard
Key Questions the Proposal Leaves Open
Ellison did not define which businesses or activities would be taxed, how “value added” would be measured for automated production, or how governments would prevent companies from shifting taxable activity across borders. He also gave no payment amount, eligibility rules, distribution schedule or explanation of how the proposal would interact with existing welfare and tax systems. The statement is a broad idea, not a costed plan, and the source reports that the robot-tax concept is not an Oracle strategy.
Evidence from existing cash-transfer experiments offers no single forecast for an AI-era universal payment. The source summarizes the U.S. OpenResearch study as finding that $1,000 monthly payments reduced recipients’ annual earnings by about $1,900 and weekly work by one to two hours. It says employment in Finland barely moved, while a Kenyan study found some participants shifted from wage work to their own businesses. These results come from different settings and program designs; they do not establish what a nationwide payment funded by automation taxes would do.
South Korea’s pilot also cannot answer the national-scale funding question. The available details establish its payment, eligibility framework and 2026 cost-sharing arrangement, but do not show its final effects on employment, local prices or residents’ well-being. The proposed 2027 expansion remains subject to parliament’s budget vote.
Pilot Results and Budget Decisions
South Korea’s rural pilot is scheduled to continue through 2027. The next major decision identified in the source is parliament’s consideration of the agriculture ministry’s proposed 2027 budget, which would alter the government, provincial and county funding shares and extend the program to about 18 additional counties. Those changes are proposals until approved.
For Ellison’s idea, the next steps would have to come from policy development rather than Oracle implementation: defining the tax base, estimating revenue, setting payment rules and evaluating effects on prices and work. The source provides no announced timetable for such a plan beyond Ellison’s estimate that it would take more than a decade. For now, the confirmed development is a public proposal, alongside a separate Korean pilot—not a new universal-income policy.
Key Questions
Did Oracle announce a universal high-income program?
No. Ellison described a policy idea during an Oracle AI World discussion. The source says the robot-tax proposal is not an Oracle strategy.
What did Ellison propose taxing?
He said governments should shift from taxing human labor toward taxing value added, including value created by robots. He did not specify a tax rate or a detailed system.
How much does South Korea’s pilot pay?
Eligible residents in 17 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.
Does the pilot show that universal income is affordable?
No. It covers selected counties and has a specific government funding arrangement. It does not establish the cost or funding feasibility of a national payment, particularly one financed through taxes on AI or robots.
What remains undecided in South Korea?
The agriculture ministry’s proposed 2027 funding split and expansion to about 18 more counties depend on parliament’s budget decision. The pilot’s longer-term effects are also not established in the source material.
Source: ThorstenMeyerAI.com
