Blackout vs. Freeze: Analyzing Physical Failure Modes of VLAs under Camera Faults

Heejae Suh, Jongwook Han, Zahra Gholami +1

Unreliable visual inputs can harm task performance and cause potential physical safety risks for vision-language-action (VLA) models. We analyze how $\pi 0.5$ and GR00T models act und…