EP405: Are AI Agents Just Talking to Themselves

Title: Do Latent Channels Actually Communicate? A Causal Audit of Latent Multi-Agent LLMSource: http://arxiv.org/abs/2607.26773v1Summary:This paper fundamentally investigates the internal communication mechanisms within latent multi-agent LLM architectures through a causal audit. Discovering how these "latent channels" truly function provides critical insights for designing novel agentic reasoning frameworks and more robust multi-agent systems.