StateBridge: Training-free Hidden-state Alignment for Latent Communication in LLM Multi-Agent Systems

Yanwen Peng, Delvin Ce Zhang, Xi Wang +1

Large language model based multi-agent systems usually communicate in text, i.e., using discrete tokens. However, text introduces a discrete bottleneck. Converting the sender's con…