Analysts Debate Whether AI Could Trigger Economic Collapse Resembling Great Depression
A debate between Citrini Research, Citadel Securities, and Bianco Research has emerged over whether AI-driven labor displacement could trigger a deflationary economic spiral comparable to the Great Depression. Citrini's scenario describes a self-reinforcing loop of job losses, reduced consumer spending, and fiscal stress, while Citadel counters that historical S-curve adoption patterns will give the economy time to adjust.
A debate among financial research firms over artificial intelligence's potential impact on labor markets and the broader economy has gained significant attention following the publication of a provocative scenario piece by Citrini Research.
The central document under discussion, 'The 2028 Global Intelligence Crisis,' authored by Citrini Research, frames its analysis as a fictional memo written from the future, describing an economic catastrophe already underway. The firm is careful to note: 'What follows is a scenario, not a prediction. This isn't bear porn or AI doomer fan-fiction. The sole intent of this piece is modeling a scenario that's been relatively underexplored.'
Citrini's scenario begins with what it calls an 'opening act' already in motion: agentic AI enabling software developers to replicate mid-market Software as a Service (SaaS) products in weeks, undermining a business model built on subscription revenue. The firm warns of a self-reinforcing negative feedback loop: 'AI capability improves, payroll shrinks, spending softens, margins tighten, companies buy more capability, capability improves' — with, in Citrini's view, no natural brake.
The firm further describes what it terms an 'intelligence displacement spiral,' in which displaced white-collar workers flood the gig economy, depressing wages and consumer spending — which accounts for approximately 70% of U.S. GDP. Citrini highlights that AI systems, unlike human workers, spend 'zero' dollars on discretionary goods. The scenario also envisions cascading fiscal stress, with the U.S. government facing reduced tax revenues against a backdrop of existing large deficits, as well as risks to the roughly $13 trillion U.S. mortgage market. 'In 2008, the loans were bad on day one,' Citrini writes. 'In 2028, the loans were good on day one. The world just…changed after the loans were written.'
Citadel Securities published a direct rebuttal, titled 'The 2026 Global Intelligence Crisis,' challenging Citrini's timeline and assumptions. Citadel points to data showing software engineer job postings rising 11% year-over-year and cites St. Louis Federal Reserve data on AI adoption presenting 'little evidence of any imminent displacement risk.' Citadel's core counterargument centers on the historical concept of 'technological diffusion,' arguing that new technologies typically follow an S-curve of adoption rather than linear acceleration. The firm contends that organizational integration costs, emerging regulation, and diminishing marginal returns will slow AI's spread, giving labor markets, businesses, and governments time to adapt.
Bianco Research also weighed in with a piece titled 'An Alternate View of the Post-AI Labor Market,' offering a more optimistic outlook, though the full details of their analysis were not disclosed in the source material reviewed.
The analysis was originally authored by Michael Lebowitz via RealInvestmentAdvice.com and republished by ZeroHedge. The primary documents cited include Citrini Research's 'The 2028 Global Intelligence Crisis,' Citadel Securities' 'The 2026 Global Intelligence Crisis,' and Bianco Research's 'An Alternate View of the Post-AI Labor Market.'
Source: https://www.zerohedge.com/ai/will-ai-trigger-next-great-depression
MERIDIAN: Most people could see their jobs shift or vanish faster than new ones appear, making daily life feel less secure and putting pressure on wages and spending. Still, the debate hints that AI's rollout might give us enough breathing room to adapt, so the future probably holds big changes rather than outright collapse.
Sources (1)
- [1]Will AI Trigger The Next Great Depression?(https://www.zerohedge.com/ai/will-ai-trigger-next-great-depression)