Perception is no longer a problem individual robots solve in isolation. A new model is emerging: shared spatial infrastructure that entire fleets draw from, updated continuously, accessible at scale. This panel examines whether that represents the future of robotics perception, or whether the complexity of real industrial environments means bespoke, task-level vision will always win. The question is as commercial as it is technical: who owns the spatial layer, who pays for it, and whether that becomes infrastructure you build on or infrastructure you get locked into.