RESEARCH BRIEFS

Published research from
the Institute.

Summaries of ongoing work at the intersection of complexity science, evolutionary biology, and organizational adaptation.

All AI Acceleration Applied Hypernovelty Evolutionary Mismatch Organizational Adaptation Policy & Governance

AI Acceleration April 8, 2026

Cognitive Debt and the AI Acceleration Trap

How automation offloads thinking without transferring understanding

As AI systems absorb more of the cognitive load of knowledge work, organizations are accumulating cognitive debt — the atrophying of human judgment, contextual understanding, and domain expertise that cannot be rebuilt quickly when AI systems fail or encounter novel situations.

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