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TL;DR
Oracle co-founder Larry Ellison said AI and robots could support “universal high income” if governments shifted taxation from human labor to value added, while warning the idea is more than a decade away. South Korea is already testing a narrower rural payment program; evidence from income trials and the scale of potential costs leave major questions about jobs, funding and prices.
Oracle co-founder Larry Ellison said at Oracle AI World in Las Vegas on October 27 that taxes on value created by robots could help fund “universal high income,” a proposal he said would take more than a decade to develop. His comments came as South Korea tests a smaller, geographically limited model: monthly local-voucher payments to eligible residents in rural counties. The two developments put a practical question at the center of debate about AI and work: who would fund income support if automation changes how goods and services are produced?
Ellison made the remarks during a question-and-answer session with Seema Verma, who leads Oracle Health and Life Sciences, at the closing keynote of Oracle AI World. The economics discussion followed a question about economic models for a world with more robots and AI. Because Oracle’s replay is available behind an account login, the remarks were reported by TechRadar, Diginomica and Business Standard. Their accounts agree on the central proposal: shift taxes from human labor toward value added.
Ellison argued that predictions of AI replacing everyone were “kind of nonsensical,” while acknowledging that some jobs, including taxi and ride-share driving, could be replaced. He used a robot-built house to illustrate his view that automation could lower costs, and cited economist Milton Friedman’s negative income tax as a precedent for direct support to people with lower incomes. He did not present a detailed policy plan, revenue estimate or proposal on behalf of Oracle; Diginomica reported that the tax ideas are not Oracle strategy.
South Korea’s agriculture ministry launched its rural basic income pilot in February 2026. Eligible residents in 17 counties receive 150,000 won a month—about $112, according to the source’s cited conversion—in local gift vouchers. Eligibility is based on residency, not income or employment: the source says 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 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 Funding Question Behind AI Income
Ellison’s proposal matters less as an imminent policy than as a pointed question about who captures the gains from automation. If AI systems and robots allow companies to produce more with less human labor, governments could face pressure to rethink tax systems that depend heavily on wages. But taxing “value added” does not, by itself, specify which firms or transactions would be taxed, at what rate, or how revenue would reach households.
The fiscal scale would be substantial. The source estimates that paying $1,000 a month to every U.S. adult would cost about $3.1 trillion a year, compared with $5.40 trillion in federal receipts in fiscal 2026; that comparison is the source author’s arithmetic, not a costed government proposal. It also does not establish that a robot or value-added tax could raise the required amount. An International Labour Organization research brief cited in the source warns that added purchasing power could raise prices in sectors where AI does not expand supply, including housing and care.
For readers, the distinction is important: a promise of broad income support is not the same as a funded program, and a local pilot is not evidence that a national payment can be sustained. The design choices affect workers, businesses and public budgets, while the effects may differ across places and industries.
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From Ellison’s Proposal to Korea’s Trial
Ellison’s comments connect two existing policy discussions: how to tax production when machines do more work, and whether governments should provide income directly. A value-added tax is already used in other OECD economies, according to the OECD material cited by the source; the U.S. instead relies on retail sales taxes set mainly by state and local governments. Ellison’s novel emphasis was the proposed scale of taxation on value created by automation, not the invention of a new tax instrument.
The proposal also has precedents in public debate. The source notes that Elon Musk has previously discussed similar ideas and that Sam Altman’s 2021 essay, “Moore’s Law for Everything,” argued for taxing capital and land as AI changes the economy. These are proposals, not enacted plans. Ellison himself said the shift would take more than a decade.
South Korea’s pilot is a current but bounded test. The source says the national government funds 40% of the 2026 payments, with the province and county each paying 30%. For 2027, the agriculture ministry has proposed a 50/25/25 split and expansion to about 18 additional counties, subject to a parliamentary budget vote. Unlike a national universal payment, the program is confined to selected counties and uses local vouchers.
“We need to change from taxing human labor to taxing value added.”
— Larry Ellison, Oracle co-founder, at Oracle AI World on October 27, as reported by TechRadar and Diginomica
Costs, Prices and Pilot Results
Several central questions remain unanswered. Ellison has not set out which forms of AI- or robot-generated value would be taxed, how a tax would be measured, what rates might apply, or how revenue would be distributed. His comments also do not establish whether the proposal could raise enough to support a universal payment without shifting costs to consumers or businesses.
Evidence from other cash-support trials offers clues, but not a single forecast for an AI-era policy. The source reports that the U.S. OpenResearch study found $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 participants in a Kenyan study shifted from wage work toward their own businesses. Those findings come from different programs and settings; they do not show how a nationwide, permanent payment funded by AI-related taxes would affect work or prices.
South Korea’s pilot is also still running. Its longer-term effects, the proposed 2027 expansion and the final funding split depend on further results and a parliamentary budget decision. The available source material does not provide outcome data that would establish whether the payments have changed employment, local prices or population trends.
Budget Vote and Longer-Term Evidence
The next near-term decision for South Korea is the 2027 budget vote. If parliament approves the agriculture ministry’s proposal, the funding shares would change and the pilot could expand to about 18 more counties. The program is due to run through 2027, giving officials time to assess its operation, though the source does not specify a final evaluation date or report findings.
For Ellison’s idea, the source identifies no formal legislative proposal or implementation timetable beyond his statement that it could take more than a decade. The next meaningful developments would be a specific tax design, estimates of revenue and costs, and evidence about how any payment would affect work and prices. Until those details exist, “universal high income” remains a broad proposal, while South Korea’s county-level payments are a live but limited experiment.
Key Questions
Did Larry Ellison announce a universal income program?
No. Ellison discussed a possible long-term model in which taxes on value created by robots could fund “universal high income.” He said it would take more than a decade and did not announce a program or detailed tax plan.
How much does South Korea’s rural pilot pay?
The pilot pays eligible residents 150,000 won a month in local gift vouchers, about $112 using the conversion cited in the source. The program began in February 2026 and is scheduled to run through 2027.
Would a universal payment mean people stop working?
The cited trials do not show one consistent outcome. The source reports modest reductions in work in the U.S. OpenResearch study, little employment change in Finland and a shift toward self-employment in Kenya. Those findings do not settle how a permanent, nationwide payment would affect work.
Has a tax on AI or robots been designed to pay for the proposal?
Not in the material cited here. Ellison called for shifting taxation from human labor to value added, but did not specify a tax base, rate, expected revenue or payment formula.
What could change in South Korea in 2027?
The agriculture ministry has proposed a different funding split and an expansion to about 18 additional counties. Both depend on parliament’s budget decision; the current pilot operates in 17 counties.
Source: ThorstenMeyerAI.com
