euobservers: EU will need to tax AI ‘workers’ … funding pensions

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epa13285062 A visitor shakes hands with a robot at the AI Everything Abu Dhabi conference and exhibition in Abu Dhabi, United Arab Emirates, 06 October 2026. The two-day event gathers global tech leaders, innovators, and policymakers to discuss developments in artificial intelligence across the region.  EPA/ALI HAIDER

Opinion

EU will need to tax AI ‘workers’ to keep funding human pensions

By Mark Stabile

7 October 2026 10:50

Every major technological shift reshapes not just the economy but the tax system that pays for it. When big corporations emerged, corporate and payroll taxes followed. When mass car ownership took hold, fuel duties emerged to pay for the roads it required. 

As AI shifts work from people to machines, it will force a rethink of who gets taxed, on what, and where. Nowhere is that question more urgent than in Europe, which funds the world’s most comprehensive welfare states primarily through taxes on work.

Taxes on work make up 51.5 percent of all tax revenue in the EU-27, according to the European Commission’s latest Taxation Trends data — a share that rose in 2024. These charges are taken straight from the payslip. They’re hard to avoid, and scale with employment.

AI, by replacing human work with software and machines, eats away at exactly this tax base. 

The International Monetary Fund (IMF) estimates that around 40 percent of jobs worldwide are exposed to AI. If that leads to fewer workers, it will also mean fewer payslips, pension contributions and social charges, weakening the revenue streams that fund Europe’s pension and healthcare systems. This is not a distant problem; the costs are already mounting.

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Shift the burden to corporate profits

The obvious response is to shift more of the tax burden onto corporate profits, which will increasingly reflect the gains firms make by deploying AI instead of hiring workers.

Unlike a tax on machines and equipment themselves, a profit tax falls mostly on excess profits and need not distort investment. The case for shifting weight from payroll taxes to profits is strong and strengthens as AI replaces more workers with machines.

But profits, unlike payrolls, move. A company can locate its intellectual property in a low-rate jurisdiction — a pattern Europe knows well from decades of profits routed through Ireland and Luxembourg — and ensure that profits are booked far from where the jobs are lost. It is how the world’s largest technology and AI firms already operate.

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Two-pillar answer

The Organisation for Economic Co-operation and Development’s (OECD’s) Inclusive Framework was designed to address exactly this: profits shifted across jurisdictions to avoid tax, and e-commerce allowed sales where firms have no physical presence. AI makes these reforms more urgent. 

Pillar One of the framework put forward by the Paris-based wealthy nations’ club addresses where a corporation is taxed. It shifts partial taxing rights for the largest multinationals away from where they are headquartered and toward where their customers and users are located. 

Still under negotiation, it would apply only to a handful of the largest firms, but many AI companies would qualify. 

These firms are concentrated in a select number of countries, very few of them European, but the displacement they cause, and the public services that displaced workers will require, will weigh heavily on European budgets.

Pillar Two of the OECD framework introduces a global minimum corporate tax of 15 percent on multinationals with revenues above €750m.

The EU moved first and furthest: Council Directive (EU) 2022/2523 made the minimum tax binding across the Union from 2024, and 22 of the 27 member states now apply it in full. The United States, notably, has not implemented the rules. 

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Politics is undermining the fix

But the obstacles are real. US ratification of the OECD proposals is unlikely, and many of the largest companies are headquartered there. 

The pressure is already reshaping Europe’s own rules: under the G7’s June 2025 ‘side-by-side’ agreement, US-parented groups would be exempt from the EU’s minimum-tax rules: a carveout the European Commission confirmed in January 2026 and which several member states consider legally fragile. 

The Commission also dropped its proposed EU digital levy under US trade pressure, leaving a patchwork of national digital services taxes in France, Italy, Spain, Austria, and elsewhere.

Such exceptions and carveouts show that big-power politics can hollow out the framework. These reforms were designed to address the tax challenges for an AI-economy. They were good policy then. They are fiscal necessities now. Fairer corporate taxation will not be enough, but it is a start. 

Europe’s choice

The EU has instruments on the table, the BEFIT common corporate tax base and the proposed Corporate Resource for Europe, but both remain politically contested.

European governments that fail to act will be managing the social costs of technological disruption with a tax system built for the industrial age, while the profits that fund their rivals accumulate beyond their reach.

Even if Europeans work less, their needs for health care, pensions, and consumption remain. As wage-based contributions shrink, Europe must shift more of the tax burden onto corporate profits and close off the routes that let those profits move beyond the reach of the states bearing the costs of automation. 

Productivity gains may soften the arithmetic; they will not repeal it. The tax base must follow the economy. 

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About michelleclarke2015

Life event that changes all: Horse riding accident in Zimbabwe in 1993, a fractured skull et al including bipolar anxiety, chronic fatigue …. co-morbidities (Nietzche 'He who has the reason why can deal with any how' details my health history from 1993 to date). 17th 2017 August operation for breast cancer (no indications just an appointment came from BreastCheck through the Post). Trinity College Dublin Business Economics and Social Studies (but no degree) 1997-2003; UCD 1997/1998 night classes) essays, projects, writings. Trinity Horizon Programme 1997/98 (Centre for Women Studies Trinity College Dublin/St. Patrick's Foundation (Professor McKeon) EU Horizon funded: research study of 15 women (I was one of this group and it became the cornerstone of my journey to now 2017) over 9 mth period diagnosed with depression and their reintegration into society, with special emphasis on work, arts, further education; Notes from time at Trinity Horizon Project 1997/98; Articles written for Irishhealth.com 2003/2004; St Patricks Foundation monthly lecture notes for a specific period in time; Selection of Poetry including poems written by people I know; Quotations 1998-2017; other writings mainly with theme of social justice under the heading Citizen Journalism Ireland. Letters written to friends about life in Zimbabwe; Family history including Michael Comyn KC, my grandfather, my grandmother's family, the O'Donnellan ffrench Blake-Forsters; Moral wrong: An acrimonious divorce but the real injustice was the Catholic Church granting an annulment – you can read it and make your own judgment, I have mine. Topics I have written about include annual Brain Awareness week, Mashonaland Irish Associataion in Zimbabwe, Suicide (a life sentence to those left behind); Nostalgia: Tara Hill, Co. Meath.
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