Many specialists exist, but each request activates only k. The moving point-balls are data packets flowing through the router to the selected experts/agents.
24Total specialists N
4Active per step k
6.0×Capacity / compute
GoodLoad balance
Simple meaning: N is total knowledge/capacity, k is the compute used now. Balanced routing keeps all specialists useful over time.