The Optimization Trap: Definition and Concept Paper

This paper defines The Optimization Trap as a core concept within the Reality Drift framework, describing the structural condition in which systems optimized for efficiency gradually erode meaning, resilience, and contextual judgment. While related to Goodhart’s Law and critiques of metric-driven systems, the Optimization Trap focuses on optimization itself as an independent structural force. As efficiency becomes the dominant organizing principle, systems compress variation, reduce adaptability, and externalize long-term costs in ways that often remain invisible at the surface. The paper examines how optimization pressures reshape institutions, technologies, and cultural systems, often producing gains in speed and performance while increasing fragility and semantic loss. As a canonical concept paper within the Reality Drift framework, it provides the primary definitional and interpretive basis for understanding optimization as a central driver of drift.