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TL;DR
Oracle co-founder Larry Ellison said AI and robotics could support “universal high income” if governments shift taxes from human labor to value added, while cautioning the idea is more than a decade away. South Korea is running a rural cash pilot, and existing trials show varied effects on work; they do not establish how a nationwide, robot-funded payment would work or be financed.
Oracle co-founder Larry Ellison said October 27 that taxes on value added by robots could help fund what he called “universal high income”, while warning the change would take more than a decade. His proposal is not an Oracle policy plan or a funded program; a separate South Korean rural pilot is already paying eligible residents monthly, offering a limited real-world test of cash support rather than of AI-funded income.
Ellison made the remarks during a question-and-answer session at Oracle AI World in Las Vegas. Asked about economic models for a world with more robots and AI, he argued that governments should shift taxation away from human labor and toward value created by machines. He described forecasts that AI will replace everyone as “kind of nonsensical,” while acknowledging some occupations, including taxi and ride-share driving, could be displaced. He also said the idea would take “more than a decade to come about.”
The quotations were reported by TechRadar, Diginomica and Business Standard; Oracle’s event replay requires an account, according to the source material. Diginomica said the robot-tax ideas are not Oracle strategy and disclosed a partnership with Oracle. Ellison’s proposal is therefore a public policy argument, not an announced company program. A value-added tax already exists in most OECD economies; the proposed departure would be using a tax base linked to automation to finance broad payments.
South Korea’s rural basic income pilot, run by the agriculture ministry, began in February 2026 and is scheduled to run through 2027. Residents in 17 counties identified as losing population are eligible for at least 150,000 won a month, roughly $112 using Yonhap’s conversion. Payments are made as local gift vouchers. Eligibility includes Korean citizens who have been registered and actually living in a pilot county for at least 30 days before applying; the program has no means test or work requirement. The source material says people who work or study elsewhere must live in the county at least three days a week.
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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Cash Trials Test Work and Funding
The pilots matter because the debate is not only whether governments can send cash, but how large, recurring payments affect work, prices and public budgets. Evidence from existing trials does not support a simple claim that recipients stop working. But it also does not show that a universal payment can be funded sustainably, or that taxing automation would cover its costs.
In the US OpenResearch study cited by ThorstenMeyerAI.com, recipients given $1,000 a month earned about $1,900 less per year and worked one to two fewer hours a week. Finland’s trial found employment changed little, while research in Kenya found some participants shifted from wage work to their own businesses. These findings come from different settings and designs; none directly tests a permanent national payment funded by taxes on AI or robots.
The scale challenge is substantial in the United States. The source article estimates that $1,000 monthly for every adult would cost about $3.1 trillion annually, compared with $5.40 trillion in federal receipts in fiscal 2026. That estimate is the author’s arithmetic, not a government cost estimate, and it does not specify how a robot tax would raise the money. An ILO research brief cited in the article also warns that additional spending could raise prices in sectors where supply does not expand, including housing and care.
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From Robot Tax to Rural Vouchers
Ellison’s suggestion connects a familiar policy instrument to a new funding argument. A value-added tax is charged as value is added at different stages of production. According to the OECD, the United States is the only OECD country that relies on a state- and locally administered retail sales tax rather than a VAT as its main consumption tax. Ellison’s proposal is not simply to introduce a VAT, but to tax value generated by automation at a scale that could support broad income payments.
He also invoked economist Milton Friedman’s negative income tax, in which payments to people below an income threshold decline as their earnings rise. That is distinct from an equal payment to everyone. The source account notes that other technology leaders have proposed related ideas, including Sam Altman’s 2021 essay on taxing capital and land. None of those proposals, as described in the supplied material, is a costed government plan for an AI economy.
South Korea’s program is narrower and tied to rural population loss. For 2026, the source says funding is split among the national government (40%), the province (30%) and the county (30%). The agriculture ministry has proposed a different 2027 split of 50%, 25% and 25%, alongside about 18 additional counties; that proposal remains subject to a parliamentary budget vote. The local vouchers also limit the pilot’s design compared with unrestricted cash payments.
““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
It remains unclear how a tax on robot-generated value would be defined, assessed or collected, and what rates or exemptions would apply. Ellison did not provide a costed proposal, revenue estimate or timetable beyond saying it would take more than a decade. The supplied material also does not establish how much of any new tax revenue could be directed to household payments, or how governments would address price increases in sectors with limited supply.
South Korea’s program is still underway, so its longer-term effects on employment, migration and local businesses have not been established here. The proposed 2027 funding split and expansion require a parliamentary budget decision. The earlier trials offer evidence about specific cash-transfer designs, but their results cannot by themselves predict the effect of a permanent universal payment or verify that automation taxes could finance one.
South Korea’s 2027 Budget Decision
The next concrete decision described in the source material is South Korea’s 2027 budget vote. Parliament will determine whether the proposed funding formula and expansion to about 18 more counties proceed. The current pilot is due to continue through 2027, giving officials time to observe the program, although the material does not provide a specific date for a final evaluation or its publication.
For Ellison’s idea, the next steps remain policy questions rather than a scheduled rollout: defining the tax base, estimating revenues and costs, and deciding how any payments would relate to existing benefits. Until governments or researchers publish such designs and results, the distinction remains clear: South Korea is testing a limited rural voucher program, while “universal high income” funded by robot-generated value is a long-range proposal.
Key Questions
What did Larry Ellison propose?
Ellison suggested shifting taxation from human labor toward value added by robots, with the revenue potentially supporting what he called “universal high income.” He did not present a costed policy or Oracle plan.
How much does South Korea’s rural pilot pay?
Eligible residents receive at least 150,000 won per month in local gift vouchers, about $112 using Yonhap’s conversion cited in the source material. The pilot started in February 2026 and is scheduled through 2027.
Do cash-transfer trials show that people stop working?
No single conclusion applies across the studies cited. The US OpenResearch study found lower earnings and a modest reduction in weekly work hours among recipients; Finland’s trial found little employment change, while Kenya participants shifted some activity toward their own businesses.
Is South Korea’s program funded by taxes on robots?
No. The source describes a government-funded rural pilot, with 2026 costs split among national, provincial and county governments. It does not identify a robot tax as a funding source.
What is still unknown about universal high income?
No detailed funding design, tax rate, revenue estimate or implementation schedule was provided. The available trials also do not establish how a permanent nationwide payment would affect work, prices or public budgets.
Source: ThorstenMeyerAI.com
