So what is it about agentic AI that necessitates a new type of network that you're calling Scale-In? 

Yeah, so first, agentic AI, it's probably the most complex workload ever created. You know, when we look on an agent, agent is not just one inference call. 

There is many inference calls. It's not an inquiry. There is a flow of operations. and a flow of operation that includes compute and storage and memory and networking.