"The Post-Labor Mirage: Why Universal Basic Income May Not Deliver" by Chaeyoon Lee
Article Title: The Post-Labor Mirage: Why Universal Basic Income May Not Deliver
Author: Chaeyoon Lee
Date Published: October 13, 2026
Publication: Agora Review
Category: Opinion Article
Discipline(s): Economics, Public Policy
Keywords: universal basic income; UBI; artificial intelligence; AI; automation; inequality; employment; inflation; social welfare
Suggested Citation: Lee, Chaeyoon. “The Post-Labor Mirage: Why Universal Basic Income May Not Deliver” Agora Review, October 13, 2026.
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Abstract
Universal Basic Income (UBI) has gained renewed attention as advances in AI and automation have sparked fears that human labor may eventually be rendered obsolete. Supporters argue that a regular, unconditional cash stipend could protect workers from technological displacement and reduce inequality with few negative repercussions. This article argues, however, that UBI is far from the panacea it is often claimed to be. It first challenges the assumption that technological disruption will produce permanent mass unemployment, noting that previous waves of innovation destroyed certain roles while expanding the productive frontier and creating new forms of work. It then examines UBI as a response to rising inequality and finds that targeted transfers may generate greater welfare gains by directing proportionally more assistance toward low-income households. Finally, it considers UBI’s potential macroeconomic consequences, emphasizing its potential to disincentivize labor and produce inflation. This article does not argue that UBI could never be justified. If automation eventually renders a large share of workers permanently unemployable, during a major economic crisis, or in low-income economies lacking the administrative capacity for complex means-tested programs, unconditional transfers could plausibly deliver meaningful benefits. Nevertheless, under present conditions, the version of UBI most frequently promoted in wealthy democracies appears unnecessarily expensive, potentially economically destabilizing, and possibly less effective at reducing inequality than conventional social insurance programs already in place. Unless the future truly breaks with the past, UBI is better understood as a solution to a post-labor economy that has not yet arrived.
Author’s Note
I chose this topic because universal basic income is often presented as an almost inevitable response to AI. The argument is appealing because if machines eventually perform much of the work humans currently do, people will still need a way to support themselves. UBI seems to provide a simple answer to that problem, and its simplicity is part of what initially made the idea interesting to me.
As I researched the issue, however, I became less convinced by the assumptions underlying the strongest arguments for UBI. Technological change has repeatedly disrupted labor markets without permanently eliminating the need for human work, and it is difficult to know whether AI will ultimately be different. I was also surprised by how complicated the distributional effects of UBI can become. A program designed to reduce inequality may provide large benefits to people who do not need assistance while requiring cuts to programs that direct more resources toward poorer households. The economic effects also depend heavily on how the program is financed and how generous it is, making it difficult to draw conclusions from small pilot programs alone.
I did not want the paper to argue that UBI is inherently a bad idea. In fact, there are circumstances in which unconditional payments could be extremely useful, such as during major economic emergencies or if technological change eventually produces permanent unemployment on a scale that existing social programs cannot manage. My argument is instead that UBI should be treated as a policy response to conditions that actually exist, not to a post-labor future that has not yet arrived. I hope the article encourages readers to distinguish between preparing responsibly for technological disruption and redesigning the entire welfare system around predictions that may never come true.
References
[1] Manyika J, Lund S, Chui M, Bughin J, Woetzel L, Batra P, Ko R, Sanghvi S. Jobs lost, jobs gained: what the future of work will mean for jobs, skills, and wages [Internet]. McKinsey & Company; 2017 Nov 28. Available from: https://www.mckinsey.com/featured-insights/future-of-work/jobs-lost-jobs-gained-what-the-future-of-work-will-mean-for-jobs-skills-and-wages
[2] Goldman Sachs. How will AI affect the global workforce? [Internet]. Goldman Sachs; 2025 Aug 13. Available from: https://www.goldmansachs.com/insights/articles/how-will-ai-affect-the-global-workforce
[3] Qureshi Z. Rising inequality: a major issue of our time [Internet]. Brookings Institution; 2023 May 16. Available from: https://www.brookings.edu/articles/rising-inequality-a-major-issue-of-our-time/
[4] Cornelli G, Frost J, Mishra S. Artificial intelligence, services globalisation and income inequality. BIS Working Paper No. 1135 [Internet]. Bank for International Settlements; 2023 Oct 25. Available from: https://www.bis.org/publ/work1135.htm
[5] Hasumi R, Takano T. Comparing the earned income tax credit and universal basic income in a heterogeneous agent model. Structural Change and Economic Dynamics. 2025;73:238–247. Available from: https://doi.org/10.1016/j.strueco.2025.01.002
[6] Conesa JC, Li B, Li Q. A quantitative evaluation of universal basic income. Journal of Public Economics. 2023;223:104881. Available from: https://doi.org/10.1016/j.jpubeco.2023.104881
[7] Hanna R, Olken BA. Universal basic incomes vs. targeted transfers: anti-poverty programs in developing countries [Internet]. National Bureau of Economic Research; 2018. Available from: https://www.nber.org/papers/w24939
[8] Yang J, Mohan G, Pipil S, Fukushi K. Review on basic income (BI): its theories and empirical cases. Journal of Social and Economic Development. 2021;23(2):203–239. Available from: https://link.springer.com/article/10.1007/s40847-021-00151-3
[9] Luduvice AVD. The macroeconomic effects of universal basic income programs. Journal of Monetary Economics. 2024;148:103615. Available from: https://doi.org/10.1016/j.jmoneco.2024.10361
[10] Lara F, Oliver X. Basic income reduces poverty and inequality: are there costs in terms of efficiency? Journal of Policy Modeling. 2025. Available from: https://doi.org/10.1016/j.jpolmod.2025.06.002
[11] Stanford Basic Income Lab. Visualizing UBI research [Internet]. Stanford Basic Income Lab; n.d. Available from: https://basicincome.stanford.edu/research/ubi-visualization/
[12] Dynan K, Elmendorf D. Fiscal policy and the pandemic-era surge in US inflation: lessons for the future [Internet]. Peterson Institute for International Economics; 2024. Available from: https://www.piie.com/publications/working-papers/2024/fiscal-policy-and-pandemic-era-surge-us-inflation-lessons-future
[13] Fahy J. Cost-push inflation vs. demand-pull inflation: what’s the difference? [Internet]. Investopedia; 2005 Jan 16. Available from: https://www.investopedia.com/articles/05/012005.asp
[14] Andrés J, Hernando I. Does inflation harm economic growth? NBER Digest [Internet]. National Bureau of Economic Research; 1997 Dec. Available from: https://www.nber.org/digest/dec97/does-inflation-harm-economic-growth?page=1&perPage=50