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Economist Noah Smith revisits his controversial claim that AI doesn't necessarily devastate jobs, exploring how humans can adapt and thrive in an economy increasingly dominated by artificial intelligence.
In the age of artificial intelligence (AI), the future of human employment is a topic of intense debate. Many fear that advanced AI will render human workers obsolete, leading to widespread job loss and economic disparity. However, recent discussions by economist Noah Smith offer a more nuanced perspective, suggesting that while the impact of AI on jobs is significant, it may not spell doom for human employment.
Smith's original post from two years ago sparked a firestorm of discussion and criticism, primarily because many readers interpreted his headline as an absolute guarantee that humans will always have plentiful, high-paying jobs. However, Smith clarifies that his argument is far more nuanced. He posits that it is possible for humans to continue having good jobs in the age of AI, but this possibility hinges on certain constraints.
At the heart of Smith's argument is the law of comparative advantage, a fundamental economic principle. This law suggests that even if one party (in this case, AI) can produce everything more efficiently than another party (humans), both parties can still benefit from trade by specializing in what they do best. In other words, humans could continue to have high-paying jobs as long as there are areas where they maintain a comparative advantage over AI.
For the law of comparative advantage to hold true, certain constraints must be present that limit the total amount of AI available. Smith identifies two key types of constraints:

These constraints are crucial because they create a scenario where humans still have a role to play in the economy. If AI requires vast amounts of compute power and resources, it may not be feasible to replace all human workers with AI, especially if these resources become scarce.
The real economic danger, according to Smith, is not that AI will take all our jobs but that it could consume all available land and energy, leaving too little for human use. This scenario would create significant environmental and social challenges, potentially leading to resource scarcity and increased inequality.
Given these constraints and potential dangers, policymakers must consider strategies to ensure a balanced integration of AI into the economy. Some possible approaches include:
While the rise of AI presents significant challenges to the job market, it is not an inevitable path to human obsolescence. By understanding the constraints on AI and leveraging the law of comparative advantage, we can work towards a future where both humans and AI coexist in a mutually beneficial economic ecosystem. The key lies in proactive policy measures and a commitment to sustainable development.
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About the author
Amara's entry point into AI was an epidemiology role at a London research hospital, where she spent five years studying how digital health tools reached — or conspicuously failed to reach — underserved communities. Watching early algorithmic systems in healthcare quietly entrench existing inequalities, she redirected her career toward the systemic consequences of AI at scale. She covers AI through an unflinching lens: who benefits, who bears the cost, and what evidence actually says versus what the press release claims. Her writing is calm and precise, but she doesn't mistake balance for neutrality.
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31 March 2026
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