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TL;DR
Oracle co-founder Larry Ellison said on Oct. 27 that taxes on value created by robots could fund what he called “universal high income,” while acknowledging the idea is more than a decade away. South Korea is already testing monthly payments to residents of selected rural counties, but evidence from cash trials does not settle how an AI-era program could be funded or what it would do to work and prices.
Oracle co-founder Larry Ellison said Oct. 27 that governments could tax value created by robots to finance payments he called “universal high income,” while warning the idea would take more than a decade to develop. His proposal is not an Oracle policy plan, but it coincides with a live, smaller-scale test in South Korea, where eligible residents in selected rural counties receive monthly payments without a means test or work requirement.
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. The session replay requires an account, according to the source material; the reported quotations were checked against accounts by TechRadar, Diginomica and Business Standard. Ellison said governments should shift from taxing human labor toward taxing value added. He argued that taxing the value robots generate could fund broad payments, and pointed to economist Milton Friedman’s negative income tax as a precedent.
Ellison also argued that predictions AI will replace everyone are “kind of nonsensical,” while acknowledging that some jobs, including taxi and ride-share driving, could be replaced. He used a hypothetical robot-built house to illustrate how automation might cut construction costs. Those are Ellison’s claims and examples, not established forecasts. Diginomica reported that the robot-tax idea is not an Oracle strategy and disclosed that Oracle is its partner. The source material also notes that other technology leaders have previously raised related proposals.
South Korea’s agriculture ministry runs the rural basic income pilot. Since February 2026, eligible residents in 17 of 69 counties designated as losing population have received 150,000 won a month—about $112, using Yonhap’s conversion—in local gift vouchers. Eligibility is based on citizenship and residence in a participating county, rather than income or employment. The program 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.
Powered by Thorsten Meyer AI
Who Would Fund AI-Era Payments?
The debate is about more than whether governments should send people cash. It asks how public revenue would change if automation shifts income away from wages and toward the owners of capital, software and machines. Ellison’s proposal points to a possible tax base, but his remarks do not specify a rate, the exact value to be taxed, who would collect the money or how payments would be distributed.
The scale is a major constraint. The source article 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 in fiscal 2026. That estimate is the author’s arithmetic, not an official program cost, and it does not describe a policy proposal with settled eligibility or financing. An International Labour Organization research brief cited in the source warns that extra purchasing power could raise prices in sectors where supply does not expand with AI, including housing and care.
Cash-transfer studies help answer narrower questions about recipients’ behavior, but they cannot by themselves show whether a nationwide payment can be funded or whether an AI-linked tax would generate enough revenue. South Korea’s pilot tests a payment in selected rural areas; it does not test Ellison’s proposed tax or an economy-wide income guarantee.
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What Cash Trials Can Show
Ellison’s suggestion combines two separate policy ideas. A value-added tax taxes a product as value is added along its production chain; a negative income tax pays people below an income threshold, with support generally declining as earnings rise. Neither mechanism, as described in the source material, has been costed as a plan for distributing revenue generated by AI or robots. The OECD says the United States is the only OECD country that relies on a retail sales tax, rather than a VAT, as its main consumption tax; U.S. sales taxes are set by state and local governments.
Evidence from cash experiments is mixed, and the results depend on the program and setting. In the U.S. OpenResearch study cited by the source, recipients given $1,000 a month earned about $1,900 less per year and worked one to two fewer hours a week. Employment in Finland’s experiment changed little, while research in Kenya found some recipients shifted from wage work toward their own businesses. These findings do not establish that cash payments generally make people stop working; nor do they show how people would respond to a permanent, nationally funded program.
South Korea’s funding arrangement is also distinct from Ellison’s idea. In 2026, the national government covers 40% of the pilot’s cost, the province 30% and the county 30%. For 2027, the agriculture ministry has proposed a 50/25/25 split and adding about 18 counties, subject to a parliamentary budget vote. The proposal would expand a targeted rural program, not establish a universal payment.
“We need to change from taxing human labor to taxing value added.”
— Larry Ellison, speaking at Oracle AI World on Oct. 27, as reported by TechRadar and Diginomica
Funding and Results Still Open
Ellison did not provide a draft policy, revenue estimate or distribution formula. It is unclear what “value added” would mean for AI systems, how a tax would treat companies operating across borders, or whether the resulting revenue would be enough to fund payments at the scale he described. The remarks are his view, not an announced Oracle initiative or a government proposal.
South Korea’s pilot can provide evidence about payments in participating rural counties, but the source material does not report outcome results from the program. The proposed 2027 funding split and additional counties remain subject to parliament’s budget decision. It is also not yet clear how the pilot’s local-voucher design and eligibility rules would translate to a broader population.
Existing cash experiments differ in payment size, duration, eligibility and local economic conditions. Their findings cannot settle the effects of a permanent universal payment, especially one funded by a new tax on automation. Possible price increases in housing and care are a concern raised by the ILO research brief, not a demonstrated outcome of Ellison’s proposal.
Korea’s 2027 Budget Decision
The next immediate decision is South Korea’s parliamentary vote on the 2027 budget, which will determine whether the proposed 50/25/25 cost-sharing arrangement and expansion to about 18 additional counties proceed. The pilot is scheduled to run through 2027, giving officials time to assess how the rural payments operate; the source material does not specify when a full evaluation will be published.
Ellison’s comments do not set a formal next step. Turning the idea into policy would require decisions about the tax base, rates, revenue estimates, eligibility and the relationship between cash payments and existing public benefits. Until governments or lawmakers publish such proposals, “universal high income” remains a broad concept rather than a funded program.
Key Questions
What did Larry Ellison propose?
Ellison suggested shifting taxation away from human labor and toward value created by robots, with the revenue potentially used for payments he called “universal high income.” He did not present a detailed tax plan, and said the idea would take more than a decade.
Who receives payments in South Korea’s pilot?
Eligible Korean citizens who meet the residence rules in one of 17 participating rural counties receive 150,000 won a month in local gift vouchers. The program has no income test or job requirement.
Does the pilot test a tax on AI or robots?
No. South Korea’s program tests monthly payments in selected rural counties. Its funding comes from national, provincial and county governments; it does not test Ellison’s proposed tax on value created by automation.
Do cash experiments show that recipients stop working?
They do not show one uniform result. The U.S. OpenResearch study found lower earnings and a small reduction in hours among recipients, Finland’s experiment saw little employment change, and Kenya research found some people moved from wage work to running businesses. Results depend on the setting and program design.
What happens to South Korea’s pilot in 2027?
The pilot is scheduled to continue through 2027. The agriculture ministry has proposed a different funding split and about 18 more counties, but the expansion depends on parliament’s budget vote.
Source: ThorstenMeyerAI.com
