En bref Exploring Capsule Networks marks a turning point in neural network design. Rather than compressing everything through a single scalar score, CapsuleNet family models maintain a structured representation of objects, their parts, and their arrangements. This article surveys the current state of the art, positions CapsuleNet within broader AI ecosystems, and envisions how CapsuleInnovate, …