Credit Where Credit Is Due: Contrastive Attribution Topology Search for Multi-Agent Systems

Fabian Tritthart, Tom Zehle

An LLM multi-agent system (MAS) is only as good as the agents it chooses to trust: its accuracy and cost hinge on its topology, meaning which agents are included and how they commu…