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CONCEPT

Shifting the Burden

Senge's archetype: symptomatic solutions providing immediate relief erode fundamental solutions over time—the structural pattern where AI-driven productivity crowds out organizational learning.
Shifting the burden is one of Senge's foundational system archetypes, describing the dynamic in which a fast, visible symptomatic solution to a problem provides immediate relief, reducing the urgency of pursuing the slower, more difficult fundamental solution that would address the problem's root cause. Over time, reliance on the symptomatic solution deepens, the capacity to implement the fundamental solution atrophies, and the organization becomes structurally dependent on the quick fix—which must be applied more frequently and aggressively as the underlying problem worsens. The archetype is visible across domains: painkillers (symptomatic) versus rehabilitation (fundamental), credit cards versus spending discipline, military intervention versus diplomatic institution-building. In the AI transition, the pattern appears with diagnostic clarity—AI-driven productivity is the symptomatic solution providing immediate competitive relief, while organizational learning capacity is the fundamental solution that is quietly neglected, and the gap between execution speed and understanding depth widens with every sprint.
Shifting the Burden
Shifting the Burden

In The You On AI Field Guide

The archetype's structure is simple: two feedback loops competing for organizational attention and resources. The symptomatic

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