Exploring Network-Knowledge Graph Duality: A Case Study in Agentic Supply Chain Risk Analysis

Evan Heus, Rick Bookstaber, Dhruv Sharma

Large Language Models (LLMs) struggle with the complex, multi-modal, and network-native data underlying financial risk. Standard Retrieval-Augmented Generation (RAG) oversimplifies…