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The coauthor of a viral research report says blue-collar jobs won't be safe from an AI-driven recession

Katherine Li
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A viral AI research paper coauthored by Alap Shah and Citrini triggered a global stock sell-off in February 2026 by warning of an AI-driven recession wiping out white-collar jobs, destabilizing spending power, and stunting economic growth. The report predicts AI could eliminate 5% of white-collar roles within years, forcing displaced workers into gig and blue-collar jobs, creating labor market pressure and wage suppression across all sectors. Shah argues blue-collar jobs aren’t recession-proof, as a single labor market means white-collar layoffs will ripple into other sectors, collapsing demand and triggering broader economic decline. The paper’s 2028 scenario warns AI-driven productivity gains could backfire, causing a housing crash, stock sell-off, and funding shortages for AI development itself due to correlated economic dependencies. Government-backed sectors like healthcare and education may falter if tax revenue declines, as payroll taxes—critical for funding—shrink alongside shrinking wages and employment.
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The coauthor of a viral research report says blue-collar jobs won't be safe from an AI-driven recession

AI research sparks global stock sell-off amid fears of job loss and economic slowdown. ALY SONG/Reuters 2026-02-24T05:14:01.526Z Share Copy link Email Facebook WhatsApp X LinkedIn Bluesky Threads lighning bolt icon An icon in the shape of a lightning bolt.

Impact Link Save Saved Read in app This story is available exclusively to Business Insider subscribers. Become an Insider and start reading now. Have an account? Log in. New AI research sparks a global stock sell-off amid fears of job loss and economic slowdown. The paper's coauthor warned that blue-collar workers won't be safe from an AI-triggered recession. The research theorizes an economy hinged on "white-collar productivity growth." The coauthor of an AI research paper is speaking out after his work triggered a global stock sell-off. Citrini, a firm focused on thematic equity investing, alongside Alap Shah, CEO of Littlebird.ai, theorized a future where, instead of transforming the economy in a positive way, the AI boom erases white-collar jobs and severely reduces the spending power of those workers, and eventually stunts economic growth.On Monday, Shah told "TBPN" podcast hosts John Coogan and Jordi Hays that despite how well it seems to be going for blue-collar jobs at the moment in terms of growth and the lack of mass layoffs, these jobs won't be safe if white collar jobs go away because ultimately, there is only "one labor market." "Let's say in our scenario, we talk about 5% of folks might get fired in a couple of years," said Shah. "Those 5%, 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," Shah added. Every time Katherine publishes a story, you’ll get an alert straight to your inbox! Stay connected to Katherine and get more of their work as it publishes. Sign up By clicking “Sign up”, you agree to receive emails from Business Insider. In addition, you accept Insider's Terms of Service and Privacy Policy. Shah and Citrini published a report on Sunday, written from a futuristic point of view set in 2028, that predicts a negative domino scenario triggered by the AI boom. The research theorizes that AI will kick off a mass white-collar layoff too quickly, which will then deal a blow to the metro housing and mortgage market, and eventually lead to a global stock sell-off and a widespread recession in all sectors. In this scenario, the paper said, AI growth could also lose momentum due to a lack of funding."The system turned out to be one long daisy chain of correlated bets on white-collar productivity growth," the paper theorizes. "The November 2027 crash only served to accelerate all of the negative feedback loops already in place." Shah elaborated on these concerns on "TBPN." When asked what he thinks of the current growth in the health and education sectors, Shah said most of it could be spurred by government spending, which would go away if personal income declines."Those sectors continue to grow because government spending grows," said Shah. "But again, gets very circular if government spending is coming primarily from taxes and primarily payroll taxes because the average worker pays a lot more in taxes per dollar than the average corporate does."

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