Workers anxious about AI disengage from their jobs, producing less and investing less effort — but the real story sits in the structural choices organizations make about how they manage that terror.
A recent study frames this as internal damage — a worker's terror producing counterproductive behavior. The finding has circulated as evidence that technological threat breeds measurable workplace performance loss.
In 1963, Studebaker's South Bend automotive plant faced automation that would eliminate hundreds of manufacturing positions. The plant was unionized, and the union had negotiated a contract guaranteeing affected workers retraining, relocation, or severance. During the transition period. When job loss was real, imminent, and certain for some, output actually increased.
Workers possessed a structural reason to care about the outcome. They had a contractual claim on the future, whether that future included them or not. The terms of their departure were negotiated, not forfeit. Non-union competitors facing comparable automation saw exactly what the current narrative predicts. Workers slacked off, disengaged, did less. The difference was not individual temperament or psychological resilience. Whether an organization had created conditions where effort still purchased something of value to the person expending it.
That is not self-sabotage. That is reciprocal behavior.
The anxiety-causes-disengagement story treats fear as a personal pathology rather than a rational response to organizational silence. When a company acknowledges a threat but offers no structural protection. No transition plan, no severance threshold, no retraining guarantee, no seat at the table where change is designed. Workers stop investing because the organization has already signaled it won't invest in them. That is not self-sabotage, it is reciprocal behavior. What separates this moment from 1963 is not whether workers feel afraid. Whether your organization treats that fear as a problem to solve structurally through negotiated terms, or as a character issue to fix psychologically through engagement workshops. One produces engagement even amid genuine threat. The other guarantees the very disengagement everyone pretends is inevitable.
Review whether your organization has publicly stated a transition plan, severance threshold, or retraining guarantee for roles threatened by AI—and notice whether you're more engaged in roles with clear structural protection versus those without.