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TL;DR
Oracle co-founder Larry Ellison said AI and robots could help fund “universal high income” through taxes on value added, but described the idea as more than a decade away. South Korea is already testing monthly payments for residents of selected rural counties; its pilot and other income trials offer evidence, but do not settle how a national AI-funded program would work or be paid for.
Oracle co-founder Larry Ellison said on October 27 that taxing value created by robots could help fund “universal high income,” while South Korea is testing monthly payments for residents of selected rural counties. Ellison called his proposal a long-term idea, not an Oracle plan; Korea’s program is a limited government pilot that offers a real-world example of how recurring payments are delivered and funded.
Speaking at the closing keynote of Oracle AI World in Las Vegas, Ellison argued that economies may need to shift from taxing human labor to taxing value added. He said predictions that AI would replace everyone were “kind of nonsensical,” while acknowledging that some jobs could disappear. He compared the proposed tax approach with Milton Friedman’s negative income tax and said the idea would take more than a decade to come about. The remarks were made during a question-and-answer session with Seema Verma, who leads Oracle Health and Life Sciences. Reports by TechRadar, Diginomica and Business Standard carried the central wording; Oracle’s replay requires an account, according to the source material.
South Korea’s rural basic income pilot began in February 2026 and is scheduled to run through 2027. It pays eligible residents 150,000 won a month, about $112 using the conversion cited by Yonhap, in local gift vouchers. The program covers residents of 17 of the 69 counties the government identifies as losing population. For 2026, the national government funds 40% of the cost, the province 30% and the county 30%. The agriculture ministry has proposed a 50/25/25 funding split for 2027 and adding about 18 counties, subject to parliament’s budget decision.
The source material describes eligibility as applying to Korean citizens who have been registered and actually living in a pilot county for at least 30 days before applying, without a means test or work requirement. People who work or study elsewhere must live in the county at least three days a week. The supplied account ends before fully specifying how newcomers are treated, so that detail cannot be reported here. The payments are local-use vouchers, not unrestricted cash, a design that ties spending to participating businesses in the county.
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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From Robot Tax to Rural Payments
The two developments address related but different questions. Ellison’s proposal asks whether governments could capture some of the value produced by automation and use it to support household incomes. South Korea’s pilot tests a more immediate question: how a government can distribute a recurring benefit in communities facing population loss. It does not test an AI tax, nor does it show that a national universal payment is affordable.
Evidence from other income experiments also resists simple conclusions. The source material says the US OpenResearch study found that $1,000 monthly payments reduced recipients’ annual earnings by about $1,900 and their work by one to two hours a week. Finland’s trial had little effect on employment, while Kenya participants shifted some activity from wage work to their own businesses. These findings concern different programs and populations; they do not establish one universal effect of income support.
Scale is a separate constraint. The source estimates that paying every US adult $1,000 a month would cost about $3.1 trillion a year, compared with $5.40 trillion in federal receipts for fiscal 2026. That calculation is the source author’s arithmetic, not an official program estimate, and it does not specify offsets or administrative costs. An International Labour Organization research brief, as summarized in the source, warns that added spending could raise prices in sectors where AI does not expand supply, including housing and care. The central policy questions are therefore not only how much money to distribute, but who owns automated production, what tax base applies and whether essential goods can meet increased demand.
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The Proposals Behind the Payments
Ellison’s suggested approach is not a detailed tax plan. A value-added tax typically applies as goods and services gain value through production and sale; the proposed policy question is whether taxes on value created with automation could fund broad income support. The source notes that US federal consumption taxation differs from the value-added tax used across other OECD economies. That difference does not itself establish that a new tax on robot-generated value could raise enough revenue for universal payments.
Friedman’s negative income tax is also distinct from a universal payment: it directs support to people below an income threshold, with benefits generally declining as earnings rise. Ellison invoked it as a precedent for rethinking income support, not as a complete design for his proposal. Other technology figures have discussed related ideas, and Sam Altman’s 2021 essay proposed taxing capital and land in an economy transformed by technology. The basic policy debate predates Ellison’s remarks.
South Korea’s pilot has a different purpose and structure. The Ministry of Agriculture, Food and Rural Affairs administers it in rural counties facing population decline. Payments are made as local vouchers rather than unrestricted money, and the cost is shared across national, provincial and county governments. Its time-limited design can provide information about implementation and local spending, but results from 17 selected counties would not automatically predict the effects of a nationwide program.
“We need to change from taxing human labor to taxing value added.”
— Larry Ellison, Oracle co-founder, as reported by TechRadar and Diginomica
Funding and Pilot Results Remain Open
Ellison did not provide a tax rate, revenue forecast, eligibility rules, payment amount or legislative route for “universal high income.” Diginomica reported that robot-tax ideas were not an Oracle strategy; it also disclosed that Oracle is a partner of the publication. The source material says the remarks were reported by multiple outlets because Oracle’s replay is behind an account login. The proposal should therefore be treated as Ellison’s policy view, not an announced company or government program.
South Korea’s proposed 2027 expansion and revised funding shares still depend on parliament’s budget vote. The source material does not provide evaluation results from the pilot, so its effects on employment, local businesses, population retention or public finances remain unknown. Nor does it establish whether findings from a rural voucher program would apply to unrestricted national payments. The international trial results cited above differ in design and setting, and cannot by themselves determine how an AI-funded payment system would affect work or prices.
Budget Vote and Evidence Ahead
The next concrete decision described in the source is South Korea’s 2027 budget vote, which will determine whether the proposed funding split and expansion to about 18 additional counties proceed. As the pilot continues through 2027, later reporting will need to distinguish official outcome data from claims about its effects; the source material gives no date for a final evaluation.
For Ellison’s proposal, no policy or legislative milestone is identified. Further debate would need to address the tax base, how much revenue automation could generate, how payments would be distributed and how governments would respond if added demand pushed up prices in constrained sectors. Until those details are provided, the idea remains a long-range proposal rather than a confirmed path from AI productivity to household income.
Key Questions
What did Larry Ellison propose?
Ellison said governments may need to shift taxation away from human labor and toward value added by robots, with the revenue potentially supporting what he called “universal high income.” He did not present a costed plan or a proposed tax rate.
Who receives payments in South Korea’s pilot?
The source says eligible Korean citizens living in one of 17 selected rural counties can receive 150,000 won a month in local vouchers, subject to residency rules. It describes no means test or job requirement.
Is South Korea testing an AI-funded income program?
No. The rural pilot is a government-funded payment program for selected counties with population loss. The source does not say that its payments are funded by taxes on AI or robots.
Do income trials show that recipients stop working?
The cited results vary. The source says the US OpenResearch study found modest reductions in work and earnings, Finland’s trial had little employment change, and participants in Kenya shifted some activity toward their own businesses. Those results do not establish a single effect across programs.
When could Ellison’s proposal take effect?
Ellison said it would take more than a decade to come about. No implementation schedule, government commitment or formal policy proposal is identified in the source material.
Source: ThorstenMeyerAI.com
