AI Vision in Robotics

Analyze how AI-powered perception (vision, sensing, and sensor fusion) enables autonomous robotic systems to operate across manufacturing, logistics, and service sectors. Discuss architectural choices (edge vs cloud), data governance, safety and reliability metrics, human-robot collaboration models, and policy implications for workforce skills and ethics. Propose a framework for evaluating future investments in perception-enabled robotics, including R&D priorities, talent training, and standards alignment.