Early Warning Signals for OpenVLA Failure under Visual Distribution Shift

Dipesh Tharu Mahato, Rachel Ren

Visual shifts can cause a vision-language-action policy to fail after initially plausible behavior. We ask whether OpenVLA's internal activations contain signals associated with th…