Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds
Look-Before-Move is a camera planning framework that allows AI agents to actively decide what to observe before moving in dynamic 3D worlds. It converts high-level story intent into visual requirements, searches for physically feasible viewpoints, and then grounds those views into continuous motion. This enables agents to focus their attention on narrative elements rather than just following pre-set camera rules.