Instead of a universal productivity boom, AI will eliminate repetitive white-collar jobs. This will shrink the consumer base, reducing overall demand and creating a powerful deflationary force, further entrenching a feudal economic structure with fewer 'lords' and more 'serfs.'

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 labor market is a single interconnected system. As AI eliminates white-collar roles, displaced professionals will flood the blue-collar and gig economies, increasing labor supply and creating downward wage pressure across all sectors.

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.

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.

Recent events, including the Fed's interest rate cuts citing unemployment uncertainty and AI-driven corporate restructuring, show AI's economic impact is no longer theoretical. Top economists are now demanding the U.S. Labor Department track AI's effect on jobs in real-time.

The enormous market caps of leading AI companies can only be justified by finding trillions of dollars in efficiencies. This translates directly into a required labor destruction of roughly 10 million jobs, or 12.5% of the vulnerable workforce, suggesting market turmoil or mass unemployment is inevitable.

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.

Historically, technological advancements primarily displaced blue-collar workers first. The current AI revolution is unique because its most immediate and realized disruptions are targeting white-collar, knowledge-based roles, breaking a long-standing pattern of technological impact on the labor market.