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multi-agent llms

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

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    The research examines the claim that multi-agent language models (LLMs) transmit 'latent thoughts' through relayed key-value caches instead of text, and finds significant evidence for this claim when the receiver needs…