A login screen that appears after a tap on Sign in is expected; the same screen after a tap on View order is an attack. For GUI agents, safety is therefore a property of the transition rather than of
1 comments
Right Screen, Wrong Transition: World Models as Verifiers for GUI Agents was first seen on Hugging Face · Daily papers on Oct 22, 2026. Since then it appeared in 9 hourly checks across 2 days, peaking at #2 on Oct 23, 05:19 UTC. It was last on the list on Oct 23, 05:19 UTC.
Position on Hugging Face · Daily papers at every check (lower is better).
Best rank per day (UTC).
Platform metric as reported by Hugging Face.
Show that this trended, linking back to this page.
<a href="https://trendoday.com/hugging-face/papers/2610.11942-right-screen-wrong-transition-world-models-as-verifiers-for"><img src="https://trendoday.com/badge/hugging-face/papers/2610.11942-right-screen-wrong-transition-world-models-as-verifiers-for.svg" alt="Right Screen, Wrong Transition: World Models as Verifiers for GUI Agents on TrendBoard" height="44"></a>
[](https://trendoday.com/hugging-face/papers/2610.11942-right-screen-wrong-transition-world-models-as-verifiers-for)