Evaluative Contextual Synthesis: A Framework for Hierarchical Reasoning and Autonomous Knowledge Correction in Document Generation

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 weighting, inab...