Dynamic Trust-Aware Sparse Communication Topology for LLM-Based Multi-Agent Consensus

Wanshuang Gou, Zihan Liu

Large language model-driven multi-agent systems enhance the reliability of complex reasoning tasks through multi-round deliberation, role specialization, and cross-validation. Howe…