work Autonomous Supply Chains Creating multi-agent supply chain systems that can self-manage themselves with minimal human intervention. Critical Minerals Visibility Enhancing critical minerals visibility by a netwroked collaboration environment with knowledge aggregation enabled LLM-powered agents and knowledge graphs. Multi-Agent Collaborative Logistics Facilitating large-scale carrier collaboration via multi-agent system and deep reinforcement learning. fun