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Researching What Changes: UX Methods for AI Systems That Learn Over Time

This article covers three practical approaches for studying agentic AI when the system’s behavior is a moving target. Trust is inherently longitudinal over time. A snapshot study capturing the moment alone describes almost nothing about how the relationship is changing, which misses the evolving relationship arc. The author discusses using modified diary studies, longitudinal trust…
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