CONCEPT
System Traps in the AI Transition
The recurring structural configurations — escalation, drift to low performance, success-to-the-successful, rule-beating — that convert rational individual choices into collectively self-defeating outcomes.
Meadows catalogued the structural configurations she called traps: patterns of behavior that emerge when rational actors operate within structures that convert their individual choices into collectively destructive outcomes. The traps are not produced by stupidity or malice; they are produced by architecture. Understanding them is essential because the only escape is structural change, and structural change requires recognizing that the trap is a trap rather than simply the way things are. The AI transition activates at least four major traps simultaneously — escalation, drift, success-to-successful, and rule-beating — each compounding the others.
In The You On AI Field Guide
The escalation trap operates like an arms race: each actor's rational response to another's behavior intensifies the condition that provoked it. The productive addiction Edo Segal describes is an escalation trap. The worker discovers AI productivity, the standard rises to match, the worker intensifies to maintain position, the new level becomes baseline, the intensification deepens. Each individual step is defensible; the aggregate trajectory is ruinous.
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