Human & machine · Concept
Cognitive dependence
Catalogued:
What it means
Reliance on a system for remembering, evaluating or deciding, especially when independent checking and skill maintenance weaken. Not all cognitive offloading is harmful: writing and calculators are also external aids. The concern is whether reliance preserves or erodes the ability to judge the output.
The strongest case
Well-designed assistance can free attention for more important reasoning. Explicitly examining dependence helps build workflows in which users understand uncertainty and retain the capacity to disagree.
The difficult part
Evidence varies across tasks and users. Self-reported effort is not a direct measurement of permanent cognitive decline. The useful distinction is between support that develops judgment and convenience that quietly replaces it.
Sources & further reading
Sources support the factual context. The jokes are our responsibility.