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As concern grows in Silicon Valley and on Wall Street about a potential artificial intelligence–driven “job apocalypse,” there are still few clear answers about what the future of work will look like.
Some technology leaders predict massive disruption. Anthropic CEO Dario Amodei and Microsoft AI chief Mustafa Suleyman have suggested that most white-collar jobs could be automated within the next one to five years. Meanwhile, JPMorgan Chase CEO Jamie Dimon recently said businesses and policymakers should begin preparing for large-scale labor displacement caused by AI.
Other analysts are more cautious. A recent Morgan Stanley report suggested that while many current jobs may disappear, workers are unlikely to remain unemployed permanently because new roles will eventually replace old ones.
Regardless of which outlook proves correct, AI-related layoffs are already happening, bringing economic uncertainty for displaced workers in a sluggish job market.
Many unemployed workers could rely on unemployment insurance (UI) benefits while searching for new work. Amodei has repeatedly urged governments to prepare for rising unemployment. However, in 2022, nearly 75% of unemployed individuals did not apply for benefits, according to the Bureau of Labor Statistics (BLS), and experts say the pattern continues today.
Over the past year, weekly unemployment claims have remained relatively steady at around 200,000 to 250,000. Yet the national unemployment rate has risen to 4.4%, up from 4.2% a year earlier, suggesting many eligible workers are not using this safety-net program.
Why don’t many unemployed workers apply
According to a 2023 BLS survey examining 2022 filings, the most common reason people didn’t apply was the belief that they were not eligible. About 55% of unemployed respondents cited this concern.
Eligibility can be affected by several factors, including whether a worker’s job was covered by unemployment insurance, whether they voluntarily left their job, whether they were fired for misconduct, whether they had sufficient recent work history, or whether they had already used up their benefits.
Another 17% said they expected to find a new job quickly and therefore did not apply. Roughly 10% reported other reasons, including not needing the money, negative attitudes toward benefits, lack of awareness of the program, or difficulty navigating the application process.
Even those who apply do not always receive assistance. Only about 55% of applicants ultimately receive benefits, according to BLS data.
Part of the difficulty lies in the structure of the system. Unemployment insurance is not a single national program; instead, each state administers its own rules and eligibility standards. Factors such as the reason for job separation, prior earnings, and willingness to accept new employment all influence qualification.
As a result, certain groups—including recent graduates and people returning to the workforce after family or parental leave—are less likely to qualify because they do not meet earnings requirements.
However, misconceptions about eligibility remain widespread. Alexander Hertel-Fernandez, a Columbia University government professor who previously served in the Department of Labor and the White House, noted that many people believe quitting automatically disqualifies them from benefits. In reality, eligibility can depend on the reason for leaving. Workers who quit due to harassment or workplace law violations may still qualify, though rules vary by state.
Research coauthored by Hertel-Fernandez and the National Employment Law Center also shows disparities in who applies for benefits. Workers with higher education levels and higher incomes are significantly more likely to apply. White workers are also more likely than workers of color to apply for and receive benefits, partly because many minority workers mistakenly believe they are ineligible.
Even after applying, the process can be slow and contentious.
“Applying for unemployment often becomes a legal process,” Hertel-Fernandez said. Employers sometimes contest claims, and about one-quarter of applicants report that their employer challenged their application. Employers may do this because unemployment claims can increase the payroll taxes they pay in many states.
The decline of labor unions may also contribute to low participation in the system. Union membership dropped to a historic low of 9.9% in 2024, according to the BLS. Workers who belong to unions are about twice as likely to apply for unemployment benefits because unions often help members understand and navigate the process.
Preparing the system for future layoffs
The unemployment insurance system has seen little structural reform since it was created during the New Deal era. Federal taxes that fund the program have not been adjusted since the 1980s.
“We test the system every time there’s a recession or economic downturn,” said Rachael Kohl, an assistant professor at Wayne State University Law School and former director of the Workers’ Rights Clinic at the University of Michigan Law School.
During the COVID-19 pandemic, unemployment benefits supported roughly one in six U.S. adults and kept at least 4.7 million people out of poverty, according to BLS and Census Bureau data. However, many state systems struggled with delays in processing and payments—problems that persist today.
Benefits have also declined over time. Traditionally, unemployed workers could receive up to 26 weeks of assistance. Some states, including Arkansas, Florida, and North Carolina, have reduced that period to just 12 weeks.
Originally, unemployment insurance aimed to replace about 50% of a worker’s previous wages. Today, in many states, the replacement rate is closer to 30% or less.
Hertel-Fernandez argues that significant reforms are necessary, especially as AI could trigger widespread job displacement or coincide with future recessions. Proposed improvements include simplifying the application process and expanding eligibility to workers with limited labor market experience.
While shorter benefit periods may make sense during normal economic conditions, he said they may be insufficient if technological change eliminates entire categories of jobs.
“If some occupations are disappearing,” he said, “workers will need more time—not just to find a new job, but to retrain and transition into entirely different industries.”
AI: A Hiring Catalyst, Not a Job Killer (For Now)
Contrary to the "replacement" narrative, European firms integrating AI are actually expanding. Data shows that companies heavily utilizing AI are 4% more likely to increase their headcount compared to those that aren't.
Growth over Displacement: Companies aren't just swapping humans for code; they are using AI to scale up or maintain current production while developing new tech-driven workflows.
Early Stages: The "solace" found in these numbers might be because AI adoption is still in its infancy. Only about one-third of European companies have actually invested in the technology so far.
The 5-Year Outlook: The optimism isn't universal. A 2025 study noted that 27% of German firms still expect AI to eventually lead to staff reductions once the technology is fully integrated into production processes.
The Great Migration: Americans and Brits Head East
The narrative of the "Land of Opportunity" is shifting. Economic uncertainty in the U.S. and a stagnant job market in the U.K. are driving a historic exodus toward Europe.
The U.S. Brain Drain
For the first time in 50 years, the U.S. saw near-zero or negative net migration in 2025. Americans are seeking stability in:
Portugal: American residency has surged by over 500% since the pandemic.
Spain & The Netherlands: The American population has nearly doubled in the last decade.
Germany & Ireland: More Americans moved to these nations last year than the other way around.
The U.K. Struggle
Young British professionals are facing a "ridiculous" domestic job market. One viral case highlighted a math graduate who failed to land a job after 1,000 applications in the U.K., only to find a role in Austria within weeks of moving.
Wealth on the Move
It isn't just the workforce moving; it’s the capital. While the U.K., China, and India are seeing the highest numbers of millionaires leaving, specific European nations are reaping the rewards.
Emerging Wealth Hubs: Montenegro, Malta, and Poland have become the fastest-growing destinations for the world's millionaires.
The Bottom Line: While Europe currently offers a sanctuary for both workers and wealth, the "long-term impact" of AI remains the ultimate wildcard. As AI moves from a "growth tool" to a "production transformer," the hiring streak may eventually face a reckoning.
Note: The current positive trend in Europe is largely attributed to AI not yet "significantly transforming" core production processes.