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TL;DR
At Oracle AI World on Oct. 27, Larry Ellison said taxing value added by robots could eventually fund what he called “universal high income,” while cautioning that the change would take more than a decade. South Korea is already testing a smaller, locally funded basic-income program, but neither its results nor existing cash-transfer studies settle how an AI-era national payment would be financed or affect prices and work.
Oracle co-founder Larry Ellison said on Oct. 27 that governments could tax value added by robots to pay for what he called “universal high income,” a proposal he said would take more than a decade to emerge. His remarks came as South Korea tests monthly payments in rural counties, offering a current example of a basic-income policy but not a test of Ellison’s proposed tax or an AI-funded national benefit.
Speaking during a question-and-answer session at Oracle AI World in Las Vegas, Ellison said governments should shift from taxing human labor to taxing value added. He argued that robots could lower costs in some areas and said predictions that AI would replace everyone were “kind of nonsensical.” He acknowledged that some jobs, including taxi and ride-share driving, could be replaced, and compared the continuing role of pilots with the long use of autopilots.
Ellison linked the tax idea to payments for the public, but did not present a developed policy plan or cost estimate. He referred to economist Milton Friedman’s negative income tax, a separate proposal in which payments to people below an income threshold decline as their earnings rise. Ellison’s remarks were made in a company event discussion, and reporting on the speech noted that the proposal is not an Oracle strategy.
South Korea’s agriculture ministry says its rural pilot began in February 2026 and runs through 2027. Eligible residents in 17 counties receive at least 150,000 won a month—about $112, according to Yonhap’s conversion—in local gift vouchers. Eligibility is based on residency rather than income or employment. The source material says national, provincial and county governments fund the 2026 payments at 40%, 30% and 30%, respectively. A proposed 2027 funding split and expansion to about 18 more counties remain subject to 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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Who Would Fund AI-Era Payments
The debate is about more than whether cash payments can support households. It asks who receives the gains from automation, and whether a government could collect enough revenue from those gains to replace or supplement taxes on wages. If AI and robotics reduce demand for some kinds of labor, a tax system heavily reliant on earnings could face pressure even as the owners of automated systems benefit.
But Ellison’s proposal leaves the central design questions unanswered: what counts as value created by robots, which firms would pay, how rates would be set, and how revenue would be distributed. A tax on value added is not automatically a tax on robots specifically. Many economies use value-added taxes on transactions throughout production, while the United States relies mainly on state and local retail sales taxes for consumption taxation. Changing the tax base and funding universal payments would require policy choices well beyond the broad principle Ellison described.
Evidence from cash-transfer trials also points to trade-offs rather than a simple forecast. The source material reports that a U.S. OpenResearch study offering $1,000 a month found recipients’ annual earnings fell by about $1,900 and their work time by one to two hours a week. It says Finland’s employment effects were small, while recipients in Kenya shifted some activity from wage work toward their own businesses. Those results come from distinct programs and settings; they do not establish how a permanent national benefit funded by AI-related taxes would affect employment, prices or public budgets.
The fiscal scale is substantial. The source article estimates that $1,000 a month for every U.S. adult would cost about $3.1 trillion a year, compared with $5.40 trillion in federal receipts in fiscal 2026. That is the author’s calculation, not an official cost estimate, and the figures depend on the population and program design assumed. A separate concern cited in the source is that additional purchasing power could raise prices in sectors where supply cannot quickly expand, including housing and care.
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From Robot Taxes to Rural Vouchers
Ellison made the remarks in a closing keynote conversation with Seema Verma, who leads Oracle Health and Life Sciences. The discussion focused largely on healthcare before turning to economic models for a world with more robots and AI. Oracle’s replay is behind an account login, so the quoted wording was reported by outlets including TechRadar, Diginomica and Business Standard. The source article says those outlets matched on the central statement, though surrounding wording differed.
The notion of taxing automation or using its proceeds for public payments predates Ellison’s speech. The source cites earlier proposals from other technology figures, including Elon Musk, and Sam Altman’s 2021 essay, “Moore’s Law for Everything,” which discussed taxing capital and land. Ellison’s specific contribution was to frame the shift as moving from taxing labor to taxing value added and to attach the phrase “universal high income” to the result.
South Korea’s initiative is narrower and already operating. It targets residents of counties designated as losing population, with payments issued as local vouchers rather than unrestricted cash. In 2026, the national government covers 40% of the cost, the province 30% and the county 30%. The agriculture ministry’s proposed 2027 arrangement would change that to 50%, 25% and 25%, while expanding the program; those plans are not final until the budget process is complete.
““We need to change from taxing human labor to taxing value added.””
— Larry Ellison, speaking at Oracle AI World on Oct. 27, as quoted by TechRadar and Diginomica
The Proposal’s Open Questions
Ellison did not specify a tax rate, define precisely which forms of automated value would be taxable, or explain how proceeds would be allocated. He also did not offer a budget estimate or say whether “universal high income” would be paid to every person, every adult, or households under particular conditions. His statement is a policy idea, not an announced government plan.
It is also unclear how far the South Korean pilot’s results can be generalized. The source material does not provide outcome data from the program, which began only in February 2026. The proposed 2027 expansion and funding shares remain contingent on parliamentary approval. Existing studies of cash transfers vary by country, payment size and design, so their findings do not by themselves predict the effects of a permanent benefit financed by taxes on AI or robotics.
Another unresolved issue is inflation. The source cites an International Labour Organization research brief warning that extra spending could push up prices where supply does not increase, including housing and care. The scale of any effect would depend on program design and whether supply could respond; no specific price impact from Ellison’s proposal has been established.
Pilot Results and Budget Decisions
The immediate policy milestone in South Korea is the parliamentary budget decision for 2027, which will determine whether the proposed funding split and expansion to additional counties go ahead. Results from the pilot will also be needed before its effects on residents, local businesses and county finances can be judged.
For Ellison’s proposal, the next steps would be political and technical rather than a rollout already on a calendar: policymakers would need to define the tax base, estimate revenue, set payment eligibility and assess possible effects on jobs and prices. The source material identifies no government process or formal Oracle plan tied to the remarks. For now, the comparison is between a long-term proposal without a costed design and a limited rural payment program that is underway but has not yet produced reported outcome findings.
Key Questions
What did Larry Ellison propose?
At Oracle AI World on Oct. 27, 2026, Ellison argued that governments should shift from taxing human labor to taxing value added by robots and other technology. He said that revenue could support what he called “universal high income,” but did not provide a detailed plan or budget estimate.
Is South Korea paying everyone a basic income?
No. South Korea’s pilot pays eligible residents of 17 rural counties at least 150,000 won a month in local gift vouchers. Eligibility is tied to residency in a participating county, not nationwide residence.
Does the South Korean pilot test Ellison’s tax idea?
No. The pilot is funded by national, provincial and county governments. The source material does not connect its funding to taxes on robots, AI or value added.
Do cash-transfer studies show that recipients stop working?
The studies described in the source do not show one uniform result. The U.S. OpenResearch study found lower earnings and a modest reduction in work hours; Finland’s employment effects were small, while a Kenya program saw some recipients shift toward their own businesses. These findings do not directly forecast the effects of a permanent, AI-funded national payment.
What happens next?
South Korea’s proposed 2027 funding changes and expansion depend on parliament’s budget decision. Ellison’s idea remains a proposal without a stated tax design, cost estimate or government implementation process.
Source: ThorstenMeyerAI.com
