Viral report warns blue-collar jobs not safe from AI-driven recession
NEW YORK, UNITED STATES — The coauthor of an artificial intelligence (AI) research paper is speaking out after his work triggered a global stock sell-off. He warns that blue-collar workers will not be safe from an AI-triggered economic recession.
Alap Shah, Chief Executive Officer (CEO) of Littlebird.ai, alongside the thematic equity investing firm Citrini, published a report that theorizes a negative domino scenario beginning with mass white-collar layoffs that ultimately leads to a global financial crash.
The report notes, “In every way AI was exceeding expectations, and the market was AI. The only problem…the economy was not.”
White-collar AI job losses threaten global economy
Business Insider reports that the research, written from a futuristic perspective set in 2028, posits that the economy has become a fragile system overly reliant on what it terms “white-collar productivity growth.”
Shah and Citrini predict that the rapid acceleration of AI capabilities will result in a swift and severe reduction in white-collar employment, outpacing the economy’s ability to absorb those workers.
As the report reads, “Despite the administration’s repeated boasts of record productivity, white-collar workers lost jobs to machines and were forced into lower-paying roles.”
This initial shock, the report suggests, would directly cripple the metro housing and mortgage markets, which are heavily dependent on the spending power and stability of salaried professionals.
The paper describes this interconnected vulnerability as a “long daisy chain of correlated bets,” warning that a correction in one area would trigger “negative feedback loops” across all sectors, ultimately stalling AI innovation itself due to a lack of capital and consumer spending.
“White-collar workers represented 50% of employment and drove roughly 75% of discretionary consumer spending. The businesses and jobs that AI was chewing up were not tangential to the [U.S.] economy, they were the [U.S.] economy,” the report stated.
How AI layoffs impact blue-collar jobs
While acknowledging that blue-collar employment currently appears resilient with noted growth and an absence of mass layoffs, Shah emphasized to the “TBPN” podcast that these workers are not insulated from a white-collar contraction.
He argued that the economy operates as a single, unified labor market. “If there aren’t white-collar jobs for them to relocate into, then they’re going to have to move into the gig economy and the blue-collar labor force. And so that puts pressure on the entire labor market, not just the white-collar one,” he explained.
This influx of job seekers would suppress wages and intensify competition for all workers, creating a cascading effect of financial pressure.
Furthermore, Shah cautioned that government spending funded by payroll taxes largely props up current growth in sectors such as health and education.
“The government continues to spend more. That’s why healthcare is growing,” said Shah.
“They’re the biggest payer in healthcare. They’re guaranteeing all the loans in the education industry. And so those sectors continue to grow because government spending grows.”
As personal income declines and the tax base shrinks, government funding would evaporate, leading to further job losses and creating a “very circular” economic contraction that leaves no sector untouched.
What lies ahead, if this warning proves true, is an economy forced to confront a paradox it never prepared for: how to sustain growth when the very class of workers fueling it is systematically engineered out of the picture.
