LLM pipeline automates pre-mediation for human negotiation
Researchers built a structured LLM pipeline to handle pre-mediation—the preparation phase before direct negotiation—breaking it into specialized modules for dialogue, preference prediction, critique, and summarization.
Separating inference, generation, and evaluation across distinct agents sidesteps the brittleness of single-prompt approaches and cuts the need for trained mediators, time, and cost.