Beyond Next-Screen Prediction: The Decision Value of GUI World Models.

arXiv:2610.24372v1 Announce Type: new Abstract: GUI world models are increasingly used to improve action selection by predicting the consequences of candidate actions, but it is unclear how much of the resulting gain comes from prediction itself rather than fr