#VLA

Nota Runs VLA Robotics Model in Real Time on Qualcomm Edge AI Hardware

Nota demonstrated real-time operation of a vision-language-action robotics model on Qualcomm Dragonwing edge AI hardware. The company reduced the model action-head processing time from 218 milliseconds to 31 milliseconds while keeping task success nearly unchanged. The demo points to a path for physical AI systems that can run closer to robots rather than relying mainly on GPU servers or cloud infrastructure.