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TL;DR
Oracle co-founder Larry Ellison said robots could help fund “universal high income” through taxes on the value they add, a proposal he said would take more than a decade. South Korea is already testing a smaller, place-based cash payment, while studies in the United States, Finland and Kenya show varied effects on work. The trials do not settle how an AI-era income program could be funded or whether it would raise living standards at scale.
Oracle co-founder Larry Ellison said on October 27 that taxing value created by robots could help pay for what he called “universal high income”, while South Korea is testing monthly payments to residents in selected rural counties. The remarks were a proposal, not an Oracle policy or funded plan; the Korean pilot offers a live but limited test of cash support as policymakers debate how automation’s gains might be shared.
Ellison spoke 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. Three media reports cited in the source material agree on his central point: “We need to change from taxing human labor to taxing value added.” Ellison said taxing value created by robots could support high incomes and that such a change would take “more than a decade.”
He argued that predictions that AI would replace everyone were “kind of nonsensical,” while acknowledging that some work, including taxi and ride-share driving, could be replaced. He also suggested that robot construction could lower building costs if labor accounts for a large share of them. These are Ellison’s claims about possible effects, not measured outcomes. The source says the proposal is not Oracle strategy; the remarks do not set out a tax design, revenue estimate or payment plan.
South Korea’s agriculture ministry began its rural basic income pilot in February 2026. Under the program described in the source, eligible residents in 17 of 69 counties designated as losing population receive at least 150,000 won a month, about $112 using Yonhap’s conversion, in local gift vouchers. Eligibility does not depend on a means test or employment, and generally requires living in a participating county. The 2026 funding split is 40% national government, 30% provincial government and 30% county government.
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 central policy issue is not simply whether cash helps recipients. It is who receives income from automation and whether governments can raise enough revenue from economic activity that relies less on human labor. Ellison’s proposal puts that question on the table, but it does not specify which value would be taxed, who would collect the tax or how payments would be distributed.
Existing cash experiments offer evidence about behavior, not a ready-made financing model. The source reports that a US OpenResearch study providing $1,000 a month found recipients’ earnings fell by about $1,900 a year and work declined by one to two hours a week. Finland’s trial showed little change in employment, while research in Kenya found some participants shifted from wage work toward their own businesses. Those results differ by program and setting; they do not establish what a permanent national payment would do.
Scale also matters. The source estimates that $1,000 a month for every US adult would cost about $3.1 trillion annually, compared with $5.40 trillion in federal receipts for fiscal 2026. That is an estimate, not a costed policy proposal, and the figures do not answer what taxes would finance it or what existing spending might be affected. An ILO research brief cited by the source warns that extra purchasing power could raise prices in sectors where supply does not expand, such as housing and care.
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A Rural Pilot Meets a Long-Term Proposal
The two developments operate on different scales. Ellison described a possible future in which taxes on value added by robots help fund broad payments, but placed the timeline at more than a decade. South Korea’s program is a current, geographically limited intervention in counties facing population loss. Its vouchers are restricted to local use, so it is not a national basic income paid in unrestricted cash.
South Korea’s pilot is scheduled to run through the end of 2027. The agriculture ministry has proposed changing the 2027 cost split to 50% national, 25% provincial and 25% county funding, and adding about 18 counties. Those changes depend on parliament’s budget decision. The program therefore tests a local payment and its delivery, rather than the tax base or nationwide affordability of an AI-funded income scheme.
The funding mechanism Ellison invoked is also not entirely new. A value-added tax is used across OECD countries; the source notes that the United States instead relies mainly on retail sales taxes set by state and local governments. Ellison’s proposed departure is the scale and purpose: taxing value created by automation to finance broad income support. He also referred to Milton Friedman’s negative income tax, a separate proposal in which payments to people below an income threshold decline as earnings rise.
““We need to change from taxing human labor to taxing value added.””
— Larry Ellison, speaking at Oracle AI World on October 27, as reported by TechRadar, Diginomica and Business Standard
The Tax Design Remains Open
Ellison did not explain how a tax on robot-generated value would be defined, assessed or enforced, or how its proceeds would be shared. It is also unclear whether he meant a new tax, a larger role for existing consumption taxes, or another system. His remarks were not presented as an Oracle plan, and no costed proposal or implementation timetable beyond “more than a decade” was supplied.
The Korean pilot’s longer-term effects are also not established in the source. It does not provide evaluation results showing how the payments have affected work, local spending, population retention or prices since the program began. The proposed 2027 expansion and funding formula remain subject to a parliamentary budget vote.
Research from other cash programs cannot directly answer what would happen under a universal payment funded by automation. The cited studies involve different populations, amounts, durations and economic conditions. Their findings show that work responses can vary; they do not prove that a large payment would either eliminate work or leave employment unchanged.
Budget Vote and Longer-Term Evidence
The next immediate decision is South Korea’s 2027 budget vote. If parliament approves the agriculture ministry’s proposal, the payment program could include about 18 additional counties and use a 50/25/25 national-provincial-county funding split. Until then, the current pilot continues under its 2026 arrangement.
For Ellison’s idea, the next meaningful step would be a policy proposal that defines the tax base, estimates revenue, identifies eligible recipients and addresses possible effects on prices and work. None was included in the reported remarks. Evaluation of the Korean pilot and longer-running cash studies may add evidence about payment design, but they cannot by themselves establish whether robot-generated value could finance a nationwide income floor.
Key Questions
What did Larry Ellison propose?
Ellison said governments could shift taxation away from human labor and toward value added by robots, using the revenue to support what he called “universal high income.” He offered no detailed tax plan and said the change would take more than a decade.
Is Ellison’s proposal an Oracle policy?
No. The source material says the robot-tax idea is not an Oracle strategy. Ellison raised it during a conference discussion, and no formal company plan or government proposal was announced.
How does South Korea’s rural pilot work?
The program pays eligible residents in selected rural counties at least 150,000 won per month in local gift vouchers. It began in February 2026 and is scheduled to run through 2027; proposed expansion and funding changes for 2027 require parliamentary approval.
Do basic income trials show that recipients stop working?
No single result applies across all programs. The source reports modest reductions in earnings and weekly work hours in a US study, little employment change in Finland, and a shift toward self-employment in Kenya. These findings vary by trial and do not settle the effects of a permanent national program.
Could a universal payment be funded by taxing robots?
The reported remarks do not establish that it could. The source gives an estimated US cost of $3.1 trillion a year for $1,000 monthly payments to every adult, but no proposed robot tax has been costed against that amount. The tax base, revenue and possible price effects remain unresolved.
Source: ThorstenMeyerAI.com
