From 3D Data to World Models: Research Challenges in Physical AI

This technical discussion brings together researchers and practitioners working in generative 3D, physical AI, and spatial intelligence to explore the data and infrastructure challenges driving real-world progress. Speakers from Protege, ALLSIDES, and NVIDIA will examine topics including 3D data pipelines, world models, multimodal representations, and the systems required to transform raw data into model-ready inputs. Designed for engineers, researchers, and applied AI teams, the event will offer both technical insights and opportunities for deeper discussion with peers in the field.