Off the cuff, adversarial review and specialized context windows will make using multiple specialized agents a dominant pattern until ASI.
What's debatable is whether the average employee will be aware they're using a swarm or if it will be agent-mediated鈥擨'd assume the latter.
It's actually crazy watching everyone pivot in the complete wrong direction from what companies want.
Having an army of agents/bots is counterproductive. It's a vanity metric.
What teams want is a shared workspace where they can:
- work with any model
- build a "company brain" of skills, integrations, and context/memory mapped to their permissions
- build and host custom apps
- interact from slack, email, or wherever they work