New research suggests artificial intelligence could help address looming labor shortages as declining birth rates and aging populations shrink the workforce in developed economies.
New research suggests artificial intelligence could help address looming labor shortages as declining birth rates and aging populations shrink the workforce in developed economies.

New economic research published July 13 is challenging the dominant narrative around artificial intelligence and employment, suggesting the technology may help address a looming crisis of too few workers rather than too many.
"The conversation around AI and jobs has been dominated by displacement fears, but the more pressing risk in developed economies is a structural shortage of labor," said Daron Acemoglu, an economist at the Massachusetts Institute of Technology who has studied the relationship between automation and employment. "AI that augments rather than replaces workers could be part of the solution."
The research, which examines demographic trends alongside AI adoption curves, comes as the US labor force participation rate hovers near 62.7%, down from a pre-pandemic peak of 63.4% in early 2020. The Congressional Budget Office projects the ratio of working-age adults to the total population will decline further as the baby boomer generation continues to retire, with the dependency ratio — the number of retirees per 100 workers — expected to rise to 38 by 2030 from 31 in 2025.
At stake is whether AI can fill roles that would otherwise go unfilled. The US has roughly 1.7 job openings for every unemployed worker, according to Bureau of Labor Statistics data, a gap that has persisted even as the Federal Reserve raised interest rates by 525 basis points between 2022 and 2023. Sectors from manufacturing to health care have reported persistent difficulty finding workers, with the National Federation of Independent Business consistently citing labor quality as its top concern.
The Demographic Squeeze
The labor shortage is not a cyclical phenomenon but a structural one rooted in demographics. The US birth rate fell to 1.62 births per woman in 2023, well below the replacement rate of 2.1, according to the Centers for Disease Control and Prevention. Japan and much of Europe face even steeper declines, with Italy's birth rate at 1.2 and South Korea's at 0.72.
The research suggests AI systems that automate routine cognitive tasks — such as data entry, scheduling and basic analysis — could free up workers for roles that remain difficult to fill, including nursing, elder care and skilled trades. A separate analysis by Goldman Sachs estimated that AI could boost global GDP by 7% over a decade, partly by raising productivity in labor-constrained sectors.
The Urgency for Action
More than 200 experts, including economists, technologists and policymakers, have signed a joint statement calling for urgent government action to manage AI's economic impact, according to a report published this week. The signatories include representatives from academia, labor unions and technology companies, reflecting a rare consensus across ideological lines.
The statement calls for investments in retraining programs, expanded social safety nets and regulatory frameworks that encourage "human-complementary" AI development rather than pure automation. It warns that without such measures, the benefits of AI could be concentrated among a small number of companies and shareholders while workers bear the costs of transition.
The White House has signaled it is paying attention. The Council of Economic Advisers published a blog post in June outlining principles for AI policy that prioritizes worker augmentation, and the Labor Department has launched a pilot program with three community colleges to develop AI literacy curricula for displaced workers.
What Comes Next
The Federal Reserve's next policy meeting is scheduled for July 30-31, where officials will weigh the implications of AI-driven productivity gains against persistent inflation risks. Fed Chair Jerome Powell said in June that AI could boost productivity growth above the 1.5% annual rate that has prevailed since the 2008 financial crisis, potentially allowing the economy to grow faster without overheating.
"If AI raises productivity growth to 2% or 2.5%, that changes the calculus for monetary policy," said James Okafor, an economist at Edgen. "The Fed could keep rates higher for longer without choking off growth, because the economy's speed limit would be higher."
The Congressional Budget Office is expected to release updated long-term budget projections in August that will incorporate AI adoption scenarios for the first time, providing a clearer picture of how the technology could reshape the fiscal outlook over the next decade.
This article is for informational purposes only and does not constitute investment advice.