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TL;DR
At Oracle AI World on Oct. 27, Larry Ellison said taxes on value added by robots could eventually fund what he called “universal high income,” while cautioning that the idea could take more than a decade. South Korea’s rural basic-income pilot offers a real-world comparison, paying eligible residents 150,000 won a month in local vouchers through 2027. The programs differ in scale and purpose, and neither establishes how an economy-wide AI income would be funded or affect work.
Oracle co-founder Larry Ellison said at an Oct. 27 conference 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. The proposal is not an Oracle policy plan, while South Korea is already testing monthly payments in rural counties under a separate government pilot—offering a limited, current example of how recurring public cash support works.
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 future shaped by robots and AI. His comments were reported by TechRadar, Diginomica and Business Standard; Oracle’s event replay is behind an account login, according to the source article.
Ellison argued that predictions of AI replacing everyone are “kind of nonsensical,” while acknowledging that some jobs, including taxi and ride-share driving, could be displaced. He proposed moving taxation away from human labor and toward value added by machines, saying the resulting revenue could support universal high income. He also pointed to economist Milton Friedman’s negative income tax and said the change would take “more than a decade.”
South Korea’s rural basic-income pilot, administered by the Ministry of Agriculture, Food and Rural Affairs, began in February 2026 and is due to run through 2027. Eligible residents in 17 of 69 counties identified by the government as losing population receive 150,000 won per month—about $112, according to Yonhap’s conversion—in local gift vouchers. The source says eligibility is based on residence rather than a means test or job requirement.
In 2026, the national government pays 40% of the program’s cost, with the province and county each covering 30%. The agriculture ministry has proposed a 50/25/25 national-provincial-county split for 2027 and adding about 18 counties, but those changes depend on parliament’s budget vote. The Korean program is geographically targeted and funded through existing public budgets; it is not a test of Ellison’s proposed robot-tax model.
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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The Funding Question Behind AI Income
The comparison highlights two different questions: whether governments can deliver recurring cash support, and how they might finance it if automation changes employment and production. South Korea’s pilot is a live program, but its limited geography and local-voucher format cannot establish the cost or effects of payments to an entire national population.
Ellison’s proposal shifts attention to the tax base. If robots replace some paid labor, governments could face pressure on revenue collected from wages while also confronting questions over who owns automated systems and receives their returns. Ellison’s remarks set out a possible direction, not a funded policy design: the source material provides no detailed tax rate, revenue estimate or distribution plan.
Past trials also caution against assuming that payments have one uniform effect on work. The source article reports that a U.S. OpenResearch study found $1,000 monthly payments were associated with about $1,900 less in annual earnings and one to two fewer work hours per week; Finland saw little employment change, while participants in Kenya shifted from wage work toward their own businesses. Those findings come from different programs and settings, not from an AI-funded income scheme.
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From Robot Taxes to Rural Vouchers
Taxing value added is not itself a new concept. A value-added tax is charged as goods and services gain value through production and sale. The source article, citing the OECD, says the United States is the only OECD country that relies on a state- and locally set retail sales tax rather than a VAT as its main consumption tax. Ellison’s proposal concerns using a tax base associated with automation to finance broad income payments, rather than simply adopting a VAT.
A negative income tax is another distinct approach. Under the idea Ellison referenced, people below an income threshold receive support that declines as their earnings rise. The source article notes that other technology leaders have previously discussed related proposals, including Sam Altman’s 2021 essay on taxing capital and land. These are policy arguments, not evidence that a workable AI-era funding system has been settled.
South Korea’s program has a different objective: supporting residents in rural counties facing population loss. It began in February 2026, with the agriculture ministry outlining eligibility and implementation in releases during the year. Its monthly vouchers are tied to residence in participating counties, rather than to employment loss caused by AI.
“We need to change from taxing human labor to taxing value added.”
— Larry Ellison, as reported by TechRadar and Diginomica
Costs, Design and Effects Remain Open
Ellison did not provide a detailed proposal for how a tax on robot-created value would be defined, collected or shared, and the source says the idea is not an Oracle strategy. The reported remarks also do not specify which firms or assets would be taxed, how rates might be set, or how payments would change with income and household size.
The source article estimates that paying every U.S. adult $1,000 a month would cost about $3.1 trillion annually, compared with $5.40 trillion in federal receipts for fiscal 2026. That is the author’s arithmetic, not a costed government plan, and the figures do not by themselves show how a robot tax would cover the expense. The article also cites an International Labour Organization research brief warning that extra cash could raise prices in sectors where supply does not expand, such as housing and care.
For South Korea, the proposed 2027 expansion and funding split remain subject to a parliamentary budget vote. The source material does not provide final outcomes from the pilot or establish whether payments have changed employment, local prices or migration. Those effects should not be treated as settled.
South Korea’s 2027 Budget Decision
The next near-term decision is whether South Korea’s parliament approves the agriculture ministry’s proposed 2027 funding arrangement and expansion to about 18 additional counties. The pilot is scheduled to continue through 2027, giving officials more time to observe how the rural voucher program operates, though the source material does not set out a final evaluation date or findings.
Ellison’s remarks point to a longer policy debate rather than a scheduled government action. Further details would be needed to assess a robot-based tax proposal, including its tax base, expected revenue, payment rules and potential effects on prices and employment. Until such a plan is published, universal high income remains an idea Ellison described, not a program with confirmed funding or implementation.
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 support what he called universal high income. He said the idea would take more than a decade and did not present it as an Oracle policy plan.
Who receives payments under South Korea’s pilot?
Eligible residents living in participating rural counties receive 150,000 won per month in local gift vouchers. The source says applicants must meet residence requirements; the program has no means test or job requirement.
Is South Korea testing Ellison’s robot-tax proposal?
No. South Korea’s rural pilot is a separate government program aimed at counties losing population. Its funding comes from national, provincial and county budgets, not from a tax on robots or AI.
Do basic-income trials show that recipients stop working?
The trials described in the source do not show one consistent outcome. The U.S. OpenResearch study reported lower earnings and a modest reduction in weekly work hours; Finland saw little employment change, while participants in Kenya shifted toward their own businesses.
Has a U.S. universal high-income plan been costed?
Not in Ellison’s reported remarks. The source article offers its own estimate of about $3.1 trillion a year for $1,000 monthly payments to every U.S. adult, but it does not describe that figure as an official plan or show that a robot tax could raise the money.
Source: ThorstenMeyerAI.com
