Natural State-Prediction Accuracy can Hide Weak Controlled Responsiveness in VLA Readouts

Hyungjoon Kim, Wonbin Son, Mi Young Lee +2

Accurately decoding object states from the internal representations of vision-language-action (VLA) models does not establish that the predictions respond faithfully to changes in…