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Apple researchers have developed the Never-Ending UI Learner AI system in collaboration with Carnegie Mellon University. This system interacts continually with actual mobile applications, allowing it to continuously improve its understanding of UI design patterns and new trends. It autonomously downloads apps from app stores for mobile devices and thoroughly investigates each one to find fresh and difficult training scenarios. The Never-Ending UI Learner has explored over 5,000 device hours so far, performing more than 500,000 actions across 6,000 apps. Three different computer vision models will be trained to predict tappability, draggability, and screen similarity.
