This article discusses a new generative evaluation system for assessing robotics policies using the Veo World Simulator. It demonstrates how video models can predict robot performance across various scenarios, including out-of-distribution conditions and safety testing. The system has been validated through extensive real-world evaluations of multiple policy checkpoints.