The Qwen team presents Qwen-UI-Agent, a foundation GUI agent spanning mobile use, computer use, browser interaction, and DeepSearch. The system combines sandbox environments with a large-scale real-device mobile runtime, interleaves GUI actions with CLI execution, emits batched actions in one model turn, and uses an AutoResearch-style data flywheel for task and environment construction. Online RL is reported to support trajectories longer than 100 turns with more than 10,000 concurrent environments. The report claims 82.1% on MobileWorld, 92.2% on MobileWorld-Real, 97.5% on AndroidDaily, and competitive results on OSWorld, WebArena, and ScreenSpot-Pro.
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