title: Cognitive Offloading
aliases: [cognitive offloading, critical thinking, cognitive atrophy, deskilling]
tags: [term]
category: Ethics & governance
summary: Handing mental work over to a tool, and the worry that habitually doing so with AI may erode our own reasoning and skills.

Cognitive Offloading

Cognitive offloading is letting an external tool do thinking we would otherwise do ourselves. Some of this is ordinary and useful, the way a calculator or a written note frees us to focus elsewhere. The concern with AI is one of degree and habit: when a model is used to replace engagement with a problem rather than support it, the deeper learning never happens, and skills that are not exercised (memory, factual knowledge, higher-order reasoning) can atrophy, much as detailed mental maps faded once GPS navigation became the norm.