Definition
Between AI rejection and uncritical scaling. Neither refusal nor default adoption.
What is at stake
Most rooms hold only two positions and both of them lose. Naming a third is what makes the conversation possible.
Where the word came from
- The tested implementation at interface levelthe cognitive forcing function, measured by Buçinca, 2021
- The formal version at the level of an economythe garbling policy in Acemoglu's knowledge collapse model, 2026
What it is choosing between is named by cultivation against optimization.
How episcope came to it
episcope.
Papers behind it
Buçinca, Z., Malaya, M. B., & Gajos, K. Z. (2021). To Trust or to Think: Cognitive Forcing Interventions Can Reduce Overreliance on AI in AI-assisted Decision-making. Proceedings of the ACM on Human-Computer Interaction, 5(CSCW1), article 188.
Peer reviewed
Acemoglu, D., Kong, D., & Ozdaglar, A. (2026). AI, Human Cognition and Knowledge Collapse. NBER Working Paper 34910.
Working paper
Read next
Cognitive forcing functionDesigned friction at the moment of decision.Staying above the lineKnowing which capabilities you refuse to outsource, and why.Automation versus augmentationAI as substitute for work, or as extension of it.
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