The big picture: Economists Brett Hemenway Falk and Gerry Tsoukalas model how competitive pressures lead firms to over-automate with AI, collectively destroying consumer demand.

Why it matters: This research highlights a systemic risk where individual company gains from AI-driven layoffs can destabilize the broader labor market and economic health.

Between the lines:

• Economists Brett Hemenway Falk and Gerry Tsoukalas published 'The AI Layoff Trap' in March 2026.
• The model shows firms capture full cost savings from AI but bear only a fraction of demand loss.
• This competitive dynamic drives over-automation, eroding collective consumer demand.

Staffing & HR impact: Widespread AI-driven layoffs could shrink the available talent pool for future roles and depress wages, impacting staffing firm margins and recruiter mobility. HR leaders must strategize for reskilling and workforce transition to mitigate long-term economic damage.

The bottom line: The race to automate with AI may create a self-defeating cycle for the economy, demanding proactive workforce planning.