When Does Latent Communication Pay? A Causal Audit of Relayed KV Caches in Multi-Agent LLMs

Jiaming Cheng, Subhransu Das, Rajiv Ramnath

Multi-agent LLM systems relay key-value caches instead of text and credit their gains to exchanged "latent thoughts". That credit is a claim about which example's cache is relayed,…