Do GUI Agents Know When Not to Act? Enabling Conflict-Aware Termination for Multimodal GUI Agents

Explain Like I'm Normal

Researchers have identified a major flaw in GUI agents called 'execution-biased overcompliance,' where agents try to follow impossible instructions instead of stopping. They released CONFLICTGUI, a benchmark to test if agents can spot logic errors or UI mismatches, along with a framework to help agents say 'no' when a task is infeasible.