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Language agents do not need to be verbose to be persuasive: decoupling strategic planning from expressive conciseness yields higher negotiation success while cutting dialogue token cost.
System Intelligence emerges as a game-changer, enabling LLM agents to collaborate effectively across complex tasks by organizing their interactions through dynamic graph structures.