Open examples for turning China sourcing requests into structured buyer intent, supplier fit signals, and explainable AI matching.

Nexus is a turn-based environment for training LLM agents to negotiate scarce compute resources (GPU, CPU, memory, bandwidth) under budget constraints and deadline pressure. Agents bid, trade, form coalitions, and strategize with hidden information. Designed for scalable AI oversight as well as multi-agent management research.