Network Intelligence Research Center (NIRC)

Oct 7, 2026 · Artificial Intelligence

Why Vision Alone Isn't Enough: Adding Tactile Sensing to VLA Models

The article explains how Vision-Language-Action (VLA) models enable robots to act on visual and language inputs, but argues that vision cannot capture contact dynamics like slip, force, or stability, making tactile sensing a critical complement for precise manipulation tasks.