During the CreatorPad task focused on scaling Fabric Foundation's decentralized network globally, a single contrast lingered with me. The vision around $ROBO and @Fabric Foundation #ROBO paints a picture of seamless, borderless robot coordination, yet in practice, the network's behavior defaults to clustering activity in connectivity-rich zones. When modeling international deployments, task verifications and economic settlements flowed effortlessly within established tech corridors but encountered repeated friction—extended latency and higher failure rates—when reaching robots in regions with variable infrastructure. This one observable pattern, where physical realities dictate participation speed despite the decentralized architecture, underscored how scaling isn't just a protocol issue but a geography one. It left me reflecting on the gap between machine autonomy on paper and its dependence on human-built foundations, wondering at what point the promised global equity in robotic labor might actually materialize.