← Multi-Agent Systems & Orchestration
Consensus
Consensus is the process by which multiple agents converge on a shared answer, plan, or decision after independently reasoning about a problem. Mechanisms include majority vote among agent outputs, iterative debate until agents agree, and weighted averaging of confidence scores. Consensus mechanisms can significantly reduce the variance and error rate of final outputs at the cost of additional model calls and latency.