Citrini's lingering echo

Author: SpecialistXBT

Excellent articles can confuse the market with "scenario projections" as "real-world predictions."

On February 22, 2026, a report titled "The 2028 Global Intelligence Crisis" ignited social media and financial markets, garnering over 27 million views. On the day of its release, IBM's stock plummeted 13%, and the stock prices of DoorDash, American Express, KKR, and many other companies fell by more than 6%.

This report was written by James van Geelen, founder of Citrini Research.

This 33-year-old researcher boasts over 180,000 followers on X, and is ranked number one among financial authors on Substack. He specializes in thematic equity investing and global macroeconomic research, known for his cross-asset and lateral analysis style. His real-world portfolio has returned over 200% since 2023. The report, presented as a scenario, imagines a future set in 2028: AI will massively replace white-collar workers within just two years, leading to a decline in consumption, software asset defaults, and credit tightening, ultimately pushing the economy into a distorted state of "technological boom" and "social recession." Van Geelen notes at the beginning of the article: "This article describes a possible scenario, not a prediction." But the market clearly lacks the patience to distinguish between the two. However, more noteworthy than the brief market panic is the widespread discussion this article has sparked over the past few days. From academia to the investment community, from Wall Street to the Chinese internet, more than a dozen articles from different perspectives have emerged. Rather than blindly accepting only one extreme conclusion, perhaps we can piece together a clearer picture of the future from the "disagreements and overlaps" of various viewpoints. What Citrini Said: The logical thread in Citrini's article is not complex: the leap forward in AI capabilities leads to large-scale replacement of white-collar jobs → rising unemployment causes a contraction in consumer spending → structured financial products with SaaS as their underlying asset face a wave of defaults → credit tightening spreads to the broader financial system → the economy falls into a distorted state of "technological prosperity" and "social recession." Each link in this causal chain is not without basis. However, connecting them end-to-end and extrapolating them to a crisis requires a series of rather radical assumptions. There are many ways to dissect this chain. Let's explore it along three core sub-arguments: the speed and scale of labor replacement, the transmission mechanism of demand collapse, and the possibility of a financial crisis, to see what different voices are arguing about around each link.

No destruction, no construction

Citrini's deduction begins with the large-scale replacement of white-collar labor by AI. In his narrative, this process accelerates sharply between 2026 and 2028, with practitioners in fields such as law, financial analysis, software development, and customer service bearing the brunt.

Changes in the percentage of corporate spending on AI model vendors and online workforce platforms, grouped by industry's AI exposure

There is indeed evidence to support Citrini's view.