Beyond tokens: a unified framework for latent communication in LLM-based multi-agent systems 事件

Beyond tokens: a unified framework for latent communication in LLM-based multi-agent systems arXiv:2606.05711v1 Announce Type: new Abstract: Multi-agent systems built on large language models (LLMs) have become a prevailing paradigm for tackling complex reasoning, planning, and tool-use tasks. The dominant communication protocol in such systems is natural language: agents exchange messages token-by-token, verbalising their internal reasoning so that peers can read, verify, and respond. While co