This is the principle of separation of concerns at work. Many focused capsules working together are stronger than one huge LLM. And it is easier to fine tune and prune individual capsules than one giant black box. It makes sense at inference time too. Eventually you could have a minimal model running locally with the sole purpose of figuring out which web services to contact for a given request.