Widespread AI-driven job loss will reduce consumer spending. In response, businesses will be forced to cut costs further by accelerating AI adoption, which in turn leads to more job losses and even lower consumption, creating a vicious cycle.

The memo posits a scenario where AI boosts white-collar productivity, causing layoffs and reduced consumer spending. This forces companies to cut costs further with more AI, creating a downward economic spiral. This highlights a significant "left-tail risk" for investors and the economy.

Contrary to the consensus view of explosive AI-driven growth, AI could be a headwind for near-term GDP. While past technologies changed the structure of jobs, AI has the potential to eliminate entire categories of economic activity, which could reduce overall economic output, not just displace labor.

The notable aspect of the Citrini Research piece isn't its dystopian predictions, but its widespread acceptance among investors. Unlike previous 'AI doomer sci-fi,' it's acting as confirmation bias for a market already grappling with AI's disruptive potential. The report's success signals a major shift in 'common knowledge' about AI's socioeconomic risks.

For current AI valuations to be realized, AI must deliver unprecedented efficiency, likely causing mass job displacement. This would disrupt the consumer economy that supports these companies, creating a fundamental contradiction where the condition for success undermines the system itself.

The panic-inducing Citrini paper, which caused a market sell-off, assumes a static economy where AI only destroys jobs. It completely ignores historical precedents where new efficiencies unlock unforeseen demand and create entirely new industries, a concept similar to the Jevons paradox.

The US economy is currently experiencing near-zero job growth despite typical 2% productivity gains. A significant increase in productivity driven by AI, without a corresponding surge in economic output, could paradoxically lead to outright job losses. This creates a scenario where positive productivity news could have negative employment consequences.

The decline of white-collar jobs, which form the backbone of discretionary spending and credit markets, will create a contagion effect impacting every asset class worldwide, as the system was built on the assumption of their stability.

The labor market faces a dual threat. Weak demand, linked to tariffs and deglobalization, has already pushed job growth to zero. As AI adoption accelerates productivity, it could further suppress labor demand, potentially tipping the economy into a state of net job decline.