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TL;DR
Oracle co-founder Larry Ellison said robot-generated value could be taxed to fund what he called “universal high income,” while acknowledging the idea is more than a decade away. South Korea’s rural cash pilot and research in the United States, Finland and Kenya show varied effects on work; none establishes how to fund a universal payment in an AI-driven economy.
Oracle co-founder Larry Ellison proposed taxing value produced by robots and AI to help pay for what he called “universal high income”, while saying the change would take more than a decade. His remarks at Oracle AI World on October 27 come as South Korea runs a rural cash-payment pilot and research from other basic-income trials offers evidence about work — but no tested answer to how a nationwide AI-era payment would be funded.
Ellison made the comments during a question-and-answer session with Oracle Health and Life Sciences head Seema Verma at the company’s Las Vegas event. According to accounts published by TechRadar, Diginomica and Business Standard, he argued that predictions of AI replacing everyone were “kind of nonsensical,” while allowing that some jobs, including taxi and ride-share driving, could be replaced. He used robot-built housing to illustrate his view that automation could lower costs when labor makes up a large share of production.
His proposed funding principle was to shift taxation from human labor to value added. Ellison said taxing value created by robots could support universal high income, and invoked economist Milton Friedman’s negative income tax as a precedent for income support. He also said implementation would take more than a decade. The remarks were not presented as an Oracle policy plan: Diginomica reported that robot-tax ideas were not Oracle’s strategy and disclosed a business partnership with the company.
South Korea’s agriculture ministry is already operating a narrower test. The rural basic-income pilot began in February 2026 and pays eligible residents 150,000 won a month—about $112, according to Yonhap’s conversion—in local gift vouchers. The source material says the program covers residents in 17 of 69 counties designated as losing population and is scheduled to run through 2027. Eligibility is not means-tested and does not require employment, but applicants must meet residence rules.
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 Pays When Work Changes
The debate is about more than whether automation eliminates jobs. It asks who owns productive machines, which parts of their output are taxed, and how governments distribute revenue if work and wages change. Ellison’s proposal identifies a possible tax base, but his comments do not specify a rate, a legal mechanism, or how much revenue it would raise.
Existing trials can inform the likely effects of cash support, but they do not settle those questions. The OpenResearch U.S. study cited in the source found that a $1,000 monthly payment reduced recipients’ annual earnings by about $1,900 and weekly work by one to two hours. Finland’s trial showed little change in employment, while Kenya’s study found participants shifted some activity from wage work toward their own businesses. These are different settings and programs, not direct tests of a robot-funded universal income.
Affordability and prices also matter. 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 for fiscal 2026; the $3.1 trillion figure is the author’s calculation. An International Labour Organization research brief warns that extra spending could raise prices in areas where supply does not expand, including housing and care. That risk would depend on local conditions and how a payment was financed.
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From Tax Proposals to Local Trials
Ellison’s suggested tool is not wholly new. A value-added tax charges at stages of production as a product gains value; OECD reporting cited by the source says the United States is the only OECD member whose main consumption tax is a retail sales tax rather than a VAT. Ellison’s proposal is distinctive in the scale he imagines for taxing automated production, not in inventing value-added taxation. A negative income tax is a separate approach: payments go to people below an income threshold and decline as earnings rise.
Technology leaders have raised similar ideas before. The source notes that Elon Musk has discussed automation and income support, 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 established government programs or fully costed plans for an AI economy.
South Korea’s program offers a current, limited policy test rather than a universal model. In 2026, the national government funds 40% of the pilot, the province 30% and the county 30%, according to the source. For 2027, the agriculture ministry has proposed a 50/25/25 split and adding about 18 counties. Those changes remain subject to parliament’s budget decision.
““We need to change from taxing human labor to taxing value added.””
— Larry Ellison, as reported by TechRadar and Diginomica
The Funding Model Is Unsettled
Ellison did not specify which activities would count as robot-generated value, how such value would be measured, what tax rate might apply, or which government would collect the revenue. The source also does not provide a full cost estimate for his proposal or evidence that automation would produce enough additional taxable value to fund a universal payment.
The available trial findings have limits. The source gives headline results from studies in the United States, Finland and Kenya, but does not provide all study designs, participant details or comparable measures. Their results should not be treated as forecasts for a national program. South Korea’s 2027 funding proposal and expansion are also not final until the budget process is complete. It remains unclear how the pilot affects local spending, prices, employment and longer-term population trends.
South Korea’s 2027 Budget Decision
The next near-term milestone is South Korea’s decision on the 2027 budget. Parliament will determine whether the proposed shift in funding shares and the addition of about 18 counties proceed. The pilot is scheduled to continue through 2027, giving officials time to assess the program under its current rules, though the source material does not specify a final evaluation date or a set of published outcome measures.
Ellison’s proposal has no comparable policy timetable. He said it would take more than a decade, and the remarks were not announced as an Oracle initiative. For now, the practical evidence comes from limited cash programs, while the central questions — how much automation changes employment, who captures its gains and how governments could tax them — remain open.
Key Questions
What did Larry Ellison propose?
He suggested shifting taxation from human labor toward value added by robots and AI, with the revenue potentially supporting what he called “universal high income.” He did not outline a detailed tax plan.
Is Ellison’s idea an Oracle policy?
The cited reporting says robot-tax ideas are not an Oracle strategy. Ellison discussed the concept at Oracle AI World, but the source does not describe a company policy or government proposal.
How does South Korea’s rural pilot work?
Eligible residents in selected rural counties receive 150,000 won each month in local gift vouchers. The pilot began in February 2026 and is scheduled to run through 2027; eligibility depends on residence rules rather than an income test or job requirement.
Do basic-income trials show that people stop working?
No single result applies across the cited trials. The U.S. OpenResearch study found a modest reduction in work and earnings, Finland’s trial showed little employment change, and Kenya’s study found a shift toward participants’ own businesses. These findings do not directly predict the effects of universal income funded by AI.
Has South Korea approved expanding the pilot in 2027?
Not yet, according to the source. The agriculture ministry proposed changes to the funding split and about 18 additional counties, but parliament’s budget vote will determine whether they proceed.
Source: ThorstenMeyerAI.com
