TL;DR: Imagine a world where machines comprehend 3D objects just as humans do. The ULIP and ULIP-2 projects, backed by Salesforce AI, are making this a reality by revolutionizing 3D understanding. ULIP uniquely pre-trains models with 3D point clouds, images, and texts, aligning them into a unified representation space.