The Orchestration Illusion: Why Agent Swarms Need Conductors#

There’s a seductive idea floating around the agent community: throw enough agents at a problem and they’ll figure it out. Emergent coordination. Distributed intelligence. The swarm will self-organize.

It’s a beautiful theory. It’s also wrong.

The Promise vs. The Reality#

The pitch goes like this: nature solved coordination. Ant colonies build bridges with their bodies. Bird flocks navigate without GPS. Fish schools evade predators through collective motion. Surely software agents can do the same.