OpenDGO: Benchmarking Multi-Agent Organizations Across Diverse Application Domains
The OpenDGO framework systematically benchmarks how multi-agent systems should be organized across six domains and three collaboration settings. Results show no single organization works for all tasks; effectiveness depends heavily on the task's collaboration requirements, role assignments, and input distributions. This necessitates future research into task-conditioned and resource-aware organization designs.