The dominant narrative surrounding technology layoffs is deceptively simple: AI is replacing workers. But reality may be more structurally complex. A growing number of signals suggest that some layoffs may not reflect successful AI-driven productivity gains at all. Instead, they may reflect a transitional economic shock caused by the enormous costs of deploying AI systems before organisations have fully learned how to extract measurable business value from them. That distinct