UI-Venus-2 is a multimodal GUI agent built to automate digital tasks across mobile, web, and desktop environments through unified reasoning and action. It expands environmental coverage to over 170 multilingual apps and native operating systems, and uses deep-research task-generation pipelines plus trace- and sample-level evaluators with visual keypoints for training signal. The report also describes safety mechanisms constraining action execution for real-world deployment.
