[Rebuff5007]

I've also been quite skeptical, and I became even more skeptical after hearing a tech talk from a startup in this space [1].

I think the best way to think about it is that its an engineering hack to deal with a shortcoming of LLMs: for complex queries LLMs are unable to directly compute a SOLUTION given a PROMPT, but are instead able to break down the prompt to intermediate solutions and eventually solve the original prompt. These "orchestrator" / "swarm" agents add some formalism to this and allow you to distribute compute, and then also use specialized models for some of the sub problems.

[1] https://www.deepflow.com/