Embodied GPT-5.1: Evidence of a World Model?

Roberto Spinelli, Thiago C. Martins

This exploratory study examines whether a large multimodal language model, GPT-5.1, can serve as the high-level controller of a physical mobile robot despite having no prior embodi…