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TL;DR
Oracle co-founder Larry Ellison said on Oct. 27 that taxing value added by robots could help fund what he called “universal high income,” a proposal he said would take more than a decade. South Korea is already running a rural income pilot, but its limited scope and funding do not show whether an AI-linked national income program could work.
Oracle co-founder Larry Ellison said at an Oct. 27 conference that governments could tax value added by robots to fund what he called “universal high income,” while acknowledging the idea could take more than a decade to come about. His comments come as South Korea tests monthly payments in selected rural counties, offering a live but limited example of how a public income program is funded and delivered.
Ellison made the remarks 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. Reports by TechRadar, Diginomica and Business Standard carry the core remarks; Oracle’s replay is behind an account login, according to the source material. Ellison said predictions that AI would replace everyone were “kind of nonsensical,” while allowing that some jobs, including taxi and ride-share driving, could be replaced.
His proposed funding mechanism was to shift taxation from human labor toward value added by machines. Ellison argued that if robots lower production costs, taxing the value they generate could help pay for broad income payments. He cited economist Milton Friedman’s negative income tax as a precedent, but that is a distinct policy design: it directs payments to people below an income threshold, with benefits declining as earnings rise. The remarks were a proposal, not an announced Oracle policy or a fully costed government plan.
South Korea’s agriculture ministry began its rural basic income pilot in February 2026. Eligible residents in 17 of 69 counties designated as losing population receive 150,000 won a month—about $112, according to Yonhap’s conversion—in local gift vouchers. The pilot is scheduled to continue through 2027. In 2026, the national government pays 40% of the cost, the province 30% and the county 30%. A proposed 2027 funding split and expansion would require parliament’s budget approval.
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 Funds Income in an AI Economy
The debate is about more than whether AI will eliminate jobs. It concerns who owns productive machines, who captures the gains when they reduce labor costs, and whether public revenue can be raised from those gains and redistributed. Ellison’s proposal points to a real policy question, but it does not establish that robot-generated value can be measured or taxed at a scale sufficient to finance universal payments.
Existing cash-transfer trials offer evidence about possible effects on recipients, not a ready-made funding model for a national program. The source material reports that a U.S. OpenResearch study of $1,000 monthly payments found recipients’ annual earnings fell by about $1,900 and their work time by one to two hours a week. Finland’s trial saw employment move little, while research in Kenya found some recipients shifted from wage work to their own businesses. The differing settings and program designs make direct comparisons difficult.
Cost is another constraint. The source estimates that paying $1,000 monthly 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 is an estimate in the source, not a published government program budget. An International Labour Organization research brief also warns that extra spending could push up prices in sectors where supply does not expand, including housing and care. For readers, the distinction matters: higher transfers do not automatically mean greater real purchasing power.
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A Proposal Beside a Rural Pilot
Ellison’s remarks are part of a continuing debate over how to share income if automation changes the demand for human labor. Similar ideas have been raised by other technology leaders. The source material cites Sam Altman’s 2021 essay, which argued for taxing capital and land, and notes that Elon Musk has also discussed broad income payments. Those comparisons show the idea is not new; they do not demonstrate that a workable tax plan has been agreed.
A value-added tax is already used in most advanced economies, including OECD members. The OECD identifies the United States as the only member that relies on retail sales taxes, rather than a VAT, as its main consumption tax. Ellison’s proposal is therefore not simply to invent a new kind of tax; the open question is how to apply taxation to automated production and whether the resulting revenue could support payments at the scale he described.
South Korea’s scheme is narrower. It is aimed at residents of selected counties facing population decline, pays in local vouchers and has a defined public funding arrangement. It is not an AI-funded national basic income. Its value to this debate is that it shows a government administering recurring payments in a specific setting, while leaving broader questions about long-term costs and national coverage unanswered.
““We need to change from taxing human labor to taxing value added.””
— Larry Ellison, at Oracle AI World on Oct. 27, as reported by TechRadar and Diginomica
The Tax Base Is Still Unsettled
Ellison did not specify a tax rate, define exactly which automated activities would be taxed or explain how a government would distinguish value created by robots from value created by workers, software, capital and other inputs. Nor did he outline how revenue would be shared across countries or how payments would be set and adjusted. The remarks were made in a conference Q&A, and the source material says the idea is not an Oracle strategy.
The available trial findings also do not answer whether a nationwide payment would be affordable or how it would affect employment, prices and public services over time. South Korea’s pilot has different eligibility rules, payment levels and funding sources from Ellison’s proposal. Its planned expansion and 2027 financing remain subject to a parliamentary budget vote, according to the source material.
South Korea’s 2027 Budget Vote
The next concrete milestone in the source material is South Korea’s decision on its 2027 budget. The agriculture ministry has proposed changing the funding shares to 50% for the national government, 25% for provinces and 25% for counties, alongside adding about 18 counties. That expansion is not final unless parliament approves the budget.
For Ellison’s proposal, no legislation, implementation timetable or costed plan was announced. Further debate would need to address the tax base, collection rules, payment eligibility and the risks of price increases where supply is constrained. Until those details are specified, “universal high income” remains a policy suggestion rather than a confirmed response to AI-driven economic change.
Key Questions
What did Larry Ellison propose?
Ellison said governments could shift taxation from human labor toward value added by robots and use the revenue to fund what he called “universal high income.” He did not provide a detailed tax plan or cost estimate.
Is Oracle planning to introduce universal income?
No Oracle program was announced. The source material says Ellison’s comments were a policy idea, not an Oracle strategy.
How does South Korea’s rural pilot work?
Eligible residents in 17 selected counties receive 150,000 won per month in local gift vouchers. The pilot began in February 2026 and is scheduled to run through 2027; its proposed expansion and next-year funding split require parliamentary budget approval.
Do basic-income trials show that people stop working?
The findings cited in the source material vary. The U.S. OpenResearch study reported reduced earnings and a small decline in weekly work hours among recipients; Finland saw little employment change, while research in Kenya found some participants moved from wage work to their own businesses. These studies do not settle how a national AI-funded program would affect work.
What remains unknown about taxing robots?
Key unanswered questions include what counts as value created by robots, how much could be raised, who would receive payments and whether the revenue would keep pace with program costs. Ellison said the idea could take more than a decade to come about.
Source: ThorstenMeyerAI.com
