NEXUS
Built at Agentic Memory & Context Engineering Hackathon · Oct 11, 2025 · San Francisco, CA
NEXUS is a crisis response simulation system that models how populations share information during emergencies. The project analyzes the propagation of rumors versus accurate information and studies collective decision-making under stress conditions. ## Core Problem Understanding how information flows through society during disasters, identifying bottlenecks, and optimizing communication strategies to improve disaster response outcomes. ## Novel Approach: Beyond Traditional RAG Instead of conventional Retrieval-Augmented Generation (RAG), NEXUS implements: ### 1. **Semantic Propagation Graphs** ### 2. **Attention-Based Selective Broadcasting** ### 3. **Information Propagation Methods**
