RoboHarness: A Simple Harness Outperforms VLA and World Action Models

Bince Qu, Wei Chen, Bo Zhang

The rise of large language models (LLMs) has opened a path toward generalist embodied AI, raising the question of how LLMs can act in the physical world. One straightforward approa…