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.

Beyond displacing current workers, AI will lead to hiring "abatement," where companies proactively eliminate roles from their hiring plans altogether. This is a subtle but profound workforce shift, as entire job categories may vanish from the market before employees can be retrained.

Just as NAFTA brought cheap goods but eliminated manufacturing jobs, AI will create immense productivity via a new class of "digital immigrants" (AIs in data centers). This will generate abundance and cheap digital services but risks displacing vast swaths of cognitive labor and concentrating wealth.

Federal Reserve Chair Jerome Powell stated that after accounting for statistical anomalies, "job creation is pretty close to zero." He directly attributes this to CEOs confirming that AI allows them to operate with fewer people, marking a major official acknowledgment of AI's deflationary effect on the labor market.

While high-profile layoffs make headlines, the more widespread effect of AI is that companies are maintaining or reducing headcount through attrition rather than active firing. They are leveraging AI to grow their business without expanding their workforce, creating a challenging hiring environment for new entrants.

AI is a key factor in the current labor market stagnation. Companies are reluctant to hire as they assess AI's long-term impact on staffing needs. At the same time, they are holding onto experienced employees who are crucial for implementing and integrating the new AI technologies, thus suppressing layoffs.

Companies are preemptively slowing hiring for roles they anticipate AI will automate within two years. This "quiet hiring freeze" avoids the cost of hiring, training, and then laying off staff. It is a subtle but powerful leading indicator of labor market disruption, happening long before official unemployment figures reflect the shift.

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.

Job seekers use AI to generate resumes en masse, forcing employers to use AI filters to manage the volume. This creates a vicious cycle where more AI is needed to beat the filters, resulting in a "low-hire, low-fire" equilibrium. While activity seems high, actual hiring has stalled, masking a significant economic disruption.