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TL;DR
Oracle co-founder Larry Ellison said on Oct. 27 that taxing value added by robots could help pay for “universal high income,” while cautioning that such a change would take more than a decade. South Korea is already running a separate rural pilot that pays eligible residents 150,000 won a month in local vouchers; its results and funding do not establish that a nationwide robot-funded income program is workable.
Oracle co-founder Larry Ellison said on Oct. 27 that taxing value added by robots could help fund what he called “universal high income,” an idea he said would take more than a decade to develop. His remarks came as South Korea runs a smaller rural income pilot, paying eligible residents 150,000 won a month in local vouchers. The two developments raise a practical question for governments facing workplace automation: how could gains from machines be taxed and shared?
Ellison made the comments during a question-and-answer session at Oracle AI World in Las Vegas, in a discussion with Seema Verma, who leads Oracle Health and Life Sciences. According to reporting by TechRadar, Diginomica and Business Standard, Ellison argued that predictions AI will replace everyone are “kind of nonsensical,” while acknowledging that some occupations, including taxi and ride-share driving, could be displaced. Oracle’s event replay is behind an account login, so the remarks are reported through those outlets rather than independently reviewed here.
Ellison’s proposed mechanism is a shift from taxing human labor to taxing value added by automation. He invoked a robot-built house as an example of how lower labor costs could reduce prices, and referenced economist Milton Friedman’s negative income tax. He described the “universal high income” idea as a long-term possibility, not an Oracle policy plan; Diginomica said the robot-tax proposals are not Oracle strategy.
South Korea’s Agriculture Ministry began its rural basic income pilot in February 2026. Eligible residents in participating counties receive at least 150,000 won (about $112) monthly in local gift vouchers. Eligibility is based on residence, not income or employment: the supplied ministry criteria say applicants must be registered and actually living in a pilot county for at least 30 days before applying. The pilot covers 17 of 69 counties identified by the government as losing population and 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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Who Would Pay for Automation Gains
Ellison’s comments matter less as a near-term proposal than as a public statement of the distribution question behind automation: if machines raise output while reducing demand for some kinds of labor, who receives the resulting income? His answer points toward taxation, but the remarks do not specify a tax rate, a definition of taxable value, or how revenue would be allocated. The notion that robot-driven savings could finance broad payments remains a policy claim, not a costed program.
South Korea’s pilot provides a concrete, but limited, comparison. Its payments are restricted to residents of selected rural counties and are made as vouchers, not unrestricted cash for every citizen. The design may help officials examine how recurring support interacts with local spending and population decline. It cannot by itself show whether a nationwide payment funded by automation taxes would be affordable or how such a tax would affect investment, prices, or wages.
Existing experiments also caution against treating basic income as a single proven remedy. The source account reports that a U.S. OpenResearch study found recipients of $1,000 monthly earned about $1,900 less annually and worked one to two fewer hours a week; Finland’s employment effects were slight, while a Kenyan program saw some recipients shift from wage work toward their own businesses. Those results differ by program and setting. The account also cites an estimate that $1,000 monthly for every U.S. adult would cost about $3.1 trillion a year, compared with $5.40 trillion in federal receipts for fiscal 2026; that is the source author’s arithmetic, not an official cost estimate.
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From Taxing Work to Taxing Value
A value-added tax is a consumption tax collected as value is added along a production chain. It is an established tax tool, not a new invention. The OECD says the United States is the only OECD country without a national VAT as its main consumption tax, relying instead on state and local retail sales taxes. Ellison’s proposal is distinctive in the scale and purpose he suggested: using taxes on value produced with automation to finance broad income support.
The idea also has precedents in public debate. The source account notes that other technology leaders, including Elon Musk, have discussed automation-related income payments, and that Sam Altman’s 2021 essay “Moore’s Law for Everything” argued for taxing capital and land rather than labor. These are proposals, not adopted plans. South Korea’s program is a separate government pilot, with a different purpose and funding structure.
For 2026, the supplied account says the Korean national government pays 40% of the pilot cost, the province 30% and the county 30%. The agriculture ministry has proposed a 2027 split of 50%, 25% and 25%, alongside about 18 additional counties. That expansion depends on parliament’s budget decision, so it is not yet assured.
““We need to change from taxing human labor to taxing value added.””
— Larry Ellison, as quoted by TechRadar and Diginomica
Costs and Pilot Results Remain Open
Ellison did not lay out the proposed tax’s design, revenue estimate, payment level, eligibility rules, or protections against shifting costs onto consumers and workers. It is also unclear how a tax on value added by robots would be distinguished from existing taxes on business income, sales, or capital. His comments were not presented as an Oracle strategy, and the source material does not establish that governments are preparing to adopt the idea.
South Korea’s pilot is still underway, so its longer-term effects are not yet known. The supplied material does not provide outcome data on employment, household finances, local business activity, or migration. The proposed 2027 expansion and funding split remain subject to a parliamentary budget vote. Separately, an International Labour Organization research brief cited by the source warns that additional purchasing power could raise prices in sectors where supply does not expand, including housing and care; the size of any such effect is uncertain.
Korea’s 2027 Budget Decision
The next concrete decision in the supplied account is South Korea’s parliament considering the 2027 budget. Its vote will determine whether the proposed cost-sharing arrangement and expansion to about 18 more counties proceed. As the current pilot continues through 2027, officials may publish further information about participation, spending and effects, but the source material does not identify a specific results release date.
Ellison gave no near-term policy timetable beyond saying the idea would take more than a decade. Any move from rhetoric to a workable proposal would require governments to define the tax base, estimate revenue, set payment rules and assess impacts on prices and employment. Until those details and evidence are available, “universal high income” remains a proposal rather than a confirmed outcome of AI adoption.
Key Questions
What did Larry Ellison propose?
Ellison said governments could shift from taxing human labor toward taxing value added by robots, with the revenue potentially supporting “universal high income.” He did not provide a detailed plan or cost estimate.
Is Ellison’s idea an Oracle policy?
No such policy is established in the supplied reporting. Diginomica said the robot-tax ideas are not an Oracle strategy; Ellison discussed them during an event session.
Who receives South Korea’s rural payments?
Eligible residents of participating rural counties receive 150,000 won per month in local gift vouchers. The stated criteria include living in the county, with no income test or job requirement.
Will South Korea expand the pilot in 2027?
The agriculture ministry has proposed adding about 18 counties and changing the funding shares, but parliament’s budget vote is still required. The expansion is not confirmed.
Do basic-income trials show that people stop working?
The reported findings vary. The source account says employment barely changed in Finland, while the U.S. study found some reductions in work and earnings, and a Kenyan program saw shifts toward self-employment. These results do not establish one universal effect.
Source: ThorstenMeyerAI.com
