Active World-Model with 4D-informed Retrieval for Exploration and Awareness

ArXi:2604.16733v1 Announce Type: new Physical awareness, especially in a large and dynamic environment, is shaped by sensing decisions that determine observability across space, time, and scale, while observations impact the quality of sensing decisions. This loopy information structure makes physical awareness a fundamentally challenging decision problem with partial observations.