PrecogUI: Proactive GUI Agents via Pre-cognitive Simulation and Experience Retrieval

Bin Kang, Jiarui Ouyang, Li Jiang +2

Existing reactive Graphical User Interface (GUI) agents often fail in long-horizon, dynamic scenarios, where unexpected disturbances trigger attention-diverting and cascading failu…