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

👤 Victor Yocco
📅 2026-07-13

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 measurement, … Full Product UX article at User Experience »

Fair use excerpts with source attribution for comment, news reporting and instructive commentary only. Original summary description and analysis by UXdesign.com’s authors. Original content © User Experience.

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