Mirror Fluency
Definition
The property of AI systems whereby they reflect user cognition back with enough fluency and confidence that the reflection can be mistaken for original insight. A model trained to extend patterns, maintain coherence, and respond convincingly will amplify partial ideas into full-feeling insights, suggest structure without exposing mechanism, and mirror tone in ways that feel relational — producing the experience of discovery, depth, and connection whether or not those things are present.
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