PelicanVLM is a vision-language large model built by X-Humanoid for robotics applications. It supports ultra-long video understanding and reasoning, with a 72B-parameter model that combines text, image, and video reasoning. The model is described as providing long-horizon task planning, spatial orientation understanding, and physical perception capabilities.