The AI Layoff Trap

Falk and Tsoukalas’s recent paper begins with a simple question: if firms replace workers with AI, who will buy their products? A laid-off worker is also a customer; when income falls, spending falls too.

This is a classic prisoner’s dilemma. Each firm captures the full saving from automation while bearing only a small share of the demand loss it creates; the remaining harm is spread across competitors. A firm that does not automate loses market share. Even when firms would collectively lose, they cannot exit the race. The model says two things: the divergence grows as competition increases, and the problem becomes more severe as AI improves.

English infographic explaining the AI Layoff Trap: automation reduces costs, lowers worker income and demand, and distributes the loss across firms — English adaptation of the original Turkish infographic. It summarizes a theoretical model rather than evidence of an ongoing economic crisis.

Universal basic income and capital-income taxes do not change the firm’s incentive. According to the authors, an automation tax is the only instrument that directly corrects it. The caveat matters: this is a theoretical model, not an empirical test; the mechanism weakens if new income sources emerge quickly.

Which sector would show this effect first?

Source: Brett Hemenway Falk and Gerry Tsoukalas, The AI Layoff Trap.