🔍 Read the full analysis: From AI Gains To Public Income: What The Trials Can Tell Us on ThorstenMeyerAI.com
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TL;DR
At Oracle AI World on Oct. 27, Larry Ellison said taxing value added by robots could fund what he called “universal high income,” while warning the change would take more than a decade. South Korea’s rural basic income pilot, running since February 2026, pays eligible residents 150,000 won a month in local vouchers; evidence from other cash trials shows varied effects on work and does not resolve how a nationwide AI-funded payment would be financed.
Oracle co-founder Larry Ellison said on Oct. 27 that taxing value added by robots could fund what he called “universal high income,” linking automation to a possible public payment system. His proposal remains a long-term policy idea, not an Oracle plan; a more limited test is under way in South Korea, where eligible residents of selected rural counties receive monthly local-voucher payments.
Speaking at the closing keynote of Oracle AI World in Las Vegas, Ellison discussed economic models for a world with more robots and AI during a question-and-answer session with Seema Verma, who leads Oracle Health and Life Sciences. Reports by TechRadar, Diginomica and Business Standard quote him saying, “We need to change from taxing human labor to taxing value added.” He said taxing value created by robots could make “universal high income” possible, but added that such a change would take more than a decade.
Ellison also rejected predictions that AI would replace everyone as “kind of nonsensical,” while saying some jobs, including taxi and ride-share driving, would be replaced. He used a robot-built house as an example, arguing that if labor accounts for 80% of its cost, automation could bring the cost down by that amount. That was his illustration, not an independently verified estimate. Diginomica reported that the tax suggestions are not Oracle strategy; the outlet also disclosed a partnership with Oracle.
South Korea’s agriculture ministry says its rural basic income pilot began in February 2026 and is set to run through 2027. It pays eligible residents in 17 of the country’s 69 counties designated as losing population 150,000 won a month—about $112, according to Yonhap’s conversion—in local gift vouchers. Eligibility is based on residence, not income or employment: applicants must be Korean citizens registered and actually living in a pilot county for at least 30 days before applying. The source material says the program has no means test or job requirement.
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 Fund AI-Era Payments?
The proposal puts the distribution of AI-generated gains at the center of debate: if automation reduces demand for some human labor, governments may face pressure to help households share in the resulting wealth. Ellison’s remarks identify a potential tax base—value added by machines—but do not explain how to measure that value, set rates, or divide revenue among people.
The distinction matters for workers and taxpayers. A payment funded by taxes on automation would depend on who owns the technology, where profits are recorded and whether the tax raises enough money without discouraging investment or shifting costs to consumers. South Korea’s pilot can offer evidence about how a regular payment works in selected communities, but it is not a test of a robot tax or a nationwide high-income guarantee.
Earlier trials also resist a simple conclusion about work. The US OpenResearch study found that recipients of $1,000 a month earned about $1,900 less per year and worked one to two fewer hours a week. Finland’s trial showed little change in employment, while research in Kenya found some participants moved from wage work toward their own businesses. These results come from different settings and designs; none directly predicts the effect of a permanent, economy-wide payment funded by AI.
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From Cash Trials to Tax Proposals
Ellison referred to economist Milton Friedman’s negative income tax, a system in which people below an income threshold receive money that declines as their earnings rise. That is distinct from a value-added tax, which taxes a product as value is added at stages of production and sale. The policy tools already exist in different forms; the unresolved issue in Ellison’s argument is whether a tax base tied to automation could finance broad payments at a meaningful scale.
The United States relies mainly on state and local retail sales taxes rather than a federal value-added tax, according to the OECD, while other OECD members use VAT systems. Ellison’s idea would require a much larger policy shift than simply applying an existing tax to a new category. TechRadar has noted that other technology leaders have proposed related ideas, and Sam Altman’s 2021 essay, “Moore’s Law for Everything,” argued for taxing capital and land as automation advances.
South Korea’s pilot is narrower and has a defined funding arrangement. In 2026, the national government pays 40% of the cost, the province 30% and the county 30%, according to the supplied account of ministry releases. For 2027, the agriculture ministry has proposed a 50/25/25 split and expansion to about 18 additional counties, subject to Parliament’s budget decision. The program therefore tests a locally targeted payment, not a permanent universal benefit.
““We need to change from taxing human labor to taxing value added.””
— Larry Ellison, Oracle co-founder, at Oracle AI World on Oct. 27, as reported by TechRadar, Diginomica and Business Standard
Funding and Outcomes Remain Open
No detailed plan accompanies Ellison’s proposal in the source material. It does not specify what counts as robot-generated value, how a tax would be collected, who would qualify for payments, or how much each person would receive. The claim that such a tax could fund high incomes is therefore an argument, not a costed policy forecast.
The source estimates that paying every US adult $1,000 a month would cost about $3.1 trillion a year, compared with $5.40 trillion in federal receipts in fiscal 2026. That is the author’s arithmetic, not an official government estimate of a proposed program, and the figures alone do not establish the net cost after changes to existing benefits or taxes. An International Labour Organization research brief warns that extra purchasing power could raise prices in sectors where supply does not expand, such as housing and care.
For South Korea, the proposed 2027 financing split and expansion depend on a parliamentary budget vote. The supplied material does not report final approval, outcomes from the pilot, or how residents and local businesses have responded. Results from other trials also cannot settle those questions because their payment amounts, durations and economic conditions differ.
South Korea’s 2027 Budget Decision
The next concrete decision is South Korea’s 2027 budget vote, which will determine whether the government adopts the proposed funding split and adds about 18 counties to the pilot. The existing program is scheduled to continue through 2027, giving officials time to gather evidence on a county-level payment.
Further assessments will need to clarify participation, spending, employment and local economic effects before the pilot can inform decisions about expansion. Ellison’s proposal has no announced timetable beyond his estimate that change would take more than a decade. For now, the Korean program is an active experiment in public transfers, while taxing AI-generated value remains a broader policy question.
Key Questions
What did Larry Ellison propose?
Ellison said governments could shift taxation away from human labor and toward value added by robots, potentially using the revenue for what he called “universal high income.” He did not present a detailed tax or payment plan, and the remarks were not an Oracle strategy.
Who receives payments in South Korea’s pilot?
Eligible Korean citizens who have been registered and actually living in one of the 17 pilot counties for at least 30 days before applying receive 150,000 won a month in local gift vouchers. The source says there is no income test or job requirement.
Do basic income trials show that people stop working?
The results vary. The US OpenResearch study found recipients worked one to two fewer hours a week and earned less; Finland saw little employment change, while a Kenya study found some participants shifted toward their own businesses. These findings do not predict the effect of every program.
Has South Korea approved the proposed 2027 expansion?
Not according to the supplied information. The agriculture ministry has proposed a revised cost split and about 18 additional counties, but the plan is subject to Parliament’s budget vote.
When could an AI-funded public payment begin?
Ellison said a change of this kind would take more than a decade. No government program, implementation date or detailed financing model for his proposal has been announced in the source material.
Source: ThorstenMeyerAI.com
