# What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-06-06T04:00:00.000Z  
> **Category:** RESEARCH  
> **Impact Score:** 160/100  
> **Primary Source:** [arXiv AI](https://arxiv.org/abs/2606.05304)  
> **Canonical Citation:** [https://spidits.com/timeline/what-should-agents-say-action-state-communication-for-efficient-multi-agent-systems](https://spidits.com/timeline/what-should-agents-say-action-state-communication-for-efficient-multi-agent-systems)

## Executive Summary
Multi-agent systems (MAS) built on large language models are typically organized around roles, pipelines, and tu

## Referenced Coverage & Sources
- **[arXiv AI](https://arxiv.org/abs/2606.05304)**: What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems — _Multi-agent systems (MAS) built on large language models are typically organized around roles, pipelines, and tu_

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