Title: False Cognitive Power Transfer (FCPT): Conceptual Framework
Tags: false-competence, cognitive-atrophy
---
The version of the FCPT paper written for a general reader. **False Cognitive Power Transfer** is defined as the mechanism by which the user of a powerful tool takes the effectiveness of the tool for his own competence, and then accepts tasks beyond what he can manage.

The central image is a carpenter who receives a pneumatic hammer. He roofs a house three times faster, which is a real transfer of power. The error comes when he concludes that he can now roof a cathedral, a task of a different kind and not merely a larger one. His failure leads the other carpenters to decide that the cathedral cannot be roofed at all, and an apprentice who sees the fast house believes the hammer alone will do the same for him.

From this come the parts of the framework. FCPT has four components: real efficiency, atrophy, categorical confusion and structural hubris. It is distinguished from the Dunning-Kruger effect: there the error is internal and fades with learning, here it is an error of attribution induced by a tool and can grow with assisted experience. Two collective patterns follow. In the **Collective Demoralization Cascade** a visible failure is read as proof that the task is impossible, and capable actors give up in advance; cold fusion, gene therapy after 1999 and the AI winters are given as historical parallels. In the **Replication Illusion** a visible success is read as easy to copy, because the expertise behind it is not seen. Three company failures (Zillow Offers, Olive AI, Builder.ai) are used as illustrations.

**Cognitive atrophy** is described as the delayed result, on a timeline of years, and as most serious for experts who stop practising fine judgment. The countermeasure proposed is the Mechanism of Cognitive Stimulation, friction calibrated to the user's trajectory. A three-question self-test closes the paper.