Orchestration problem

The orchestration problem is the challenge of coordinating multiple autonomous agents — each with its own objectives, information, and capabilities — so that their collective behavior produces a coherent global outcome without suppressing their local autonomy. It is the central problem of distributed control theory, of multi-agent systems, and of any organization that attempts to be both decentralized and effective.

The problem is not merely one of communication. More information does not automatically produce better coordination; excessive information can synchronize agents into herding behavior, destroying the diversity that makes distributed systems robust in the first place. The orchestration problem is therefore a problem of information topology: how much connectivity, of what kind, between which nodes, under what conditions? The answer is context-dependent, but the general principle is that orchestration requires protocols, not commands — shared rules that constrain without dictating, leaving room for local adaptation within global boundaries.