Logistics is where dexterous hand manipulation gets tested for real. Packages shift under the hand. Soft parcels deform during grasping. Contact changes with every manipulation. That is why warehouse sorting needs to be evaluated in simulation before real-world deployment. Lightwheel builds evaluation infrastructure to expose failures, measure performance, and close the loop from testing to deployment for industrial teams. #PhysicalAI #Robotics #Simulation #Evaluation #DexterousManipulation #LogisticsAutomation
