Logan Shields

Reframing the human–robot ratio: Collaborative autonomy and the attention‐demand economy

Abstract The human–robot ratio is a useful design heuristic for supervisory robot control. However, advances in AI, computation, and reliable autonomy enable existing systems to extend beyond hierarchical supervision to more flexible organizations of interdependent team members....