Preprint Open access
PrecogUI: Proactive GUI Agents via Pre-cognitive Simulation and Experience Retrieval
Existing reactive Graphical User Interface (GUI) agents often fail in long-horizon, dynamic scenarios, where unexpected disturbances trigger attention-diverting and cascading failures. To address this, we propose PrecogUI, a pre-cognitive architecture that shifts the paradigm from reactive execution to proactive decisi …