Evaluative Contextual Synthesis (ECS): A Framework for Contextually Intelligent Enterprise AI Systems

Abstract Retrieval-Augmented Generation (RAG) has become a standard paradigm for grounding Large Language Models in factual data. However, existing RAG systems often exhibit critical limitations in complex, dynamic environments: linear context weight...