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User satisfaction in conversational AI hinges more on natural memory integration than on traditional recall accuracy, revealing a critical gap in current evaluation methods.
Relationships with conversational AIs evolve through both gradual accumulation of familiarity and sudden relational turning points that can be anticipated through user behavior.