AI plays a critical role in UI design testing by evaluating attributes such as usability, accessibility, and trustworthiness, which are traditionally considered subjective. AI tools analyze historical testing data, user behaviors, and system interactions to provide insights for effective exploratory testing strategies. AI augments functional UI testing without excessive test script maintenance caused by UI design changes.