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Efficiency in GUI agents is as crucial as task success, with recent advancements converging on innovative strategies like selective reading and hybrid execution models.
Trajectories with higher generation confidence in VLAs can drive self-improvement without external rewards, leading to performance on par with oracle RL methods.