Do Vision-Language-Action Models Mean What They Say? On the Role of Faithfulness in Embodied Reasoning

Matthew Foutter, Matteo Cercola, Lena Wild +4

Embodied Chain-of-Thought has emerged as a promising mechanism to enhance robot decision-making and interpretability in black-box Vision-Language Action (VLA) models. However, whet…