The Good, the Bad, and the Ugly of Universal Basic Income
As AI reshapes work, an old idea is back on the table. Here's what it would actually take to make it real.
Introduction
Universal Basic Income has a habit of resurfacing. Over the years it has been proposed as a way to simplify overgrown social security systems, cut administrative costs, encourage employment by removing the “income traps” built into many welfare states, and reduce poverty and inequality. It tends to reappear whenever the ground shifts economically — the Covid-19 pandemic being the most recent large-scale example.
This time, the trigger is different. The rise of artificial intelligence and large language models has put UBI back on the agenda, driven by a genuine question: as AI and automation take over more of the work humans used to do, how do people keep earning a living? Several prominent voices in Big Tech have publicly backed the idea.
The Concept
Nobody knows exactly how much human work will disappear, or how fast. What is safe to assume is that the disruption continues, and that it is putting real pressure on social protection systems built for a different era — one where full-time, permanent employment was the norm. Unemployment benefit schemes in particular were designed for that world, and increasingly look out of step with this one.
By definition, a Universal Basic Income is a fixed sum paid to everyone in a given period, with no means-testing and no conditions attached. Basic income experiments actually predate the 2000s, and a few recent ones are worth a closer look.
Finland ran one of the best-known trials. Between 2016 and 2017, 2,000 randomly selected unemployed people received €560 a month, with no reduction if they found work. The results, in short, were underwhelming — not enough to justify expanding the programme without further redesign.
Spain took a different approach. In 2020, the government introduced the Ingreso Mínimo Vital (“minimum vital income”), aimed squarely at alleviating poverty among the most vulnerable families, with payments means-tested by household. Its conditional nature and narrow targeting make it debatable whether it qualifies as UBI at all.
That points to a broader truth: there isn't one basic income model, there are many. Before adopting any version, a government has to be honest about what problem it's actually solving. Is the goal to cushion the income risk from AI-driven job losses? To fight poverty? Or something more ambitious — a genuinely universal, no-strings-attached payment for everyone? It's worth examining the pros and cons of that last, purest version: real UBI.
The Good
At its best, UBI could simplify and streamline social protection by folding multiple separate schemes into one.
That consolidation would cut bureaucracy and reduce the cost of running several parallel systems.
It would also give people more flexibility to move between roles — combining paid work with caregiving, freelancing on and off, studying alongside a job, or managing reduced capacity due to illness, injury, or recovery.
And there's a case that simply knowing a floor exists reduces uncertainty and stress for individuals and families facing an unpredictable economy.
The Bad
Look more closely, though, and the practical challenges multiply. At minimum, any serious proposal has to answer:
How is it financed?
What's the payment amount — a flat rate, or one that tapers with income? And if it tapers, which income counts?
Who qualifies? Does eligibility start at birth or at adulthood? Under what conditions would payments stop?
Does citizenship matter? Would immigrant residents have access from day one, or after a waiting period, or under other conditions?
Is it portable? If someone moves abroad, does the payment follow them — and for how long?
In a federal system, is there one national scheme, or does each state or region run its own?
How does it sit alongside existing social insurance? Most people won't be permanently outside the labour market, and pensions and workplace-accident cover will likely persist regardless. That means governments have to decide how a universal payment coexists with the systems already in place — not replace them outright.
Add all of that up, and a fair question emerges: would UBI actually make social security simpler, or just add another layer to an already complicated system? And beyond the mechanics, there are the harder questions of fairness and social justice. UBI isn't just an economic policy — it's political, cultural, and value-laden all at once.
The Ugly
AI adds a sharper edge to all of this.
First, financing gets harder precisely when it's needed most. If AI displaces enough jobs, tax revenue drops accordingly — and falling consumer spending power could compound the problem, feeding into broader economic contraction rather than relieving it.
Second, on the amount: it seems unlikely that payments would be generous. Funding a meaningful UBI means finding genuinely new sources of government revenue, and that is inherently political — expect the debate to get heated.
Then there's the harder question of what a “post-work” society actually looks like. If large numbers of people no longer need to work, what fills that time? Where does a sense of purpose and participation come from? There's a real risk of a two-tier society: a small class with access to work, ownership, and power, and everyone else settled into a standardised existence cushioned by entertainment.
Underneath all of it sits the biggest question: who actually benefits from an AI-driven economy, and how broadly are those gains shared? Big Tech's enthusiasm for UBI deserves a second look through that lens — cui bono? A basic income that functions mainly as a pressure valve to keep the public calm, rather than a genuine redistribution of AI's gains, would be the wrong outcome to settle for.
Closing Remarks
Work is changing, and UBI clearly speaks to real problems modern societies are facing. But a truly universal basic income, in its purest form, may simply not be workable. What's more realistic is a spectrum of basic-income models, each country building the version that fits its own economy and values — leaving the core question unresolved: does a basic income deliver the simplicity and efficiency it promises, or does it just add one more layer to an already complex system? And over the long run, it's still unclear whether it could provide a genuinely livable income at all.
But the deeper concern may not be about income at all. It's about belonging and meaning — and whether UBI has anything to offer on that front. Which leaves the real question: what does freedom look like in this new world? Does UBI help people remain free citizens, shaping their own lives — or does it risk trading that for a quieter dependency on the goodwill of an elite few?