The Challenge
AI systems often appear opaque or patronizing. Users don't understand how results are generated or feel a loss of control due to automation. Traditional UI patterns often fall short when applied to conversational or generative interfaces. Without specific interaction design, the use of AI leads to frustration, distrust, and rejection by the target audience.


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