Preprint Open access
LatCom: Cross-Agent Latent Compression for Efficient Multi-Agent Collaboration
LLM-based multi-agent systems (MAS) increasingly use latent collaboration to avoid the information loss and repeated encoding-decoding overhead of natural-language communication. However, directly forwarding all sender latents makes the receiver-side context scale with both the number of agents and the reasoning length …