ConceptCapability Illusion
Capability Illusion
A psychological phenomenon in which users of AI tools such as LLMs mistake the tool's output for their own understanding and competence. Related to the Dunning-Kruger effect but more subtle, it is commonly observed when beginners with limited foundational knowledge use AI-assisted programming.
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Oct 18
The illusion of competence is a cognitive psychology phenomenon: when people are repeatedly exposed to information or see fluent output, they overestimate their own mastery of the field.
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