What the Guard Misses, the Robot Executes: Implied Harm in VLA Instructions

Sripad Karne, Arjun Balaji

Vision-language-action models (VLAs) act on instructions without being able to refuse, so screening harmful requests falls to monitors. We test whether these monitors catch ordinar…