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CONCEPT

The Fluency Illusion

The subjective experience of understanding produced by rapid smooth processing — identical from the inside whether comprehension has occurred or not.
The fluency illusion is Wolf's term for the cognitive trap in which a reader who processes text rapidly and smoothly experiences the reading as successful comprehension, when in fact only decoding has occurred. The words have been processed; the sentences have been parsed; the surface meaning has been extracted. But the deeper operations — background knowledge activation, inferential reasoning, critical evaluation, integration with existing understanding — have not been performed, because the fluency itself conceals their absence. The illusion is structural, not moral: the experience of fluent reading feels identical to the experience of genuine comprehension. The reader who has only decoded cannot detect the gap between her experience and actual understanding, because the detection requires the very processes she has failed to perform.
The Fluency Illusion
The Fluency Illusion

In The You On AI Field Guide

The mechanism extends directly from reading to AI-assisted work. AI produces output that is fluent by design — polished prose, clean structure, confident tone. The user who reviews this output experiences a subjective sense of competence identical to the sense

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