Large Language Models

Late‑July Papers Push RAG Toward Plan‑First Retrieval, Structured Evidence and Layered Defenses

A cluster of arXiv papers and practitioner reports show researchers replacing broad ingestion with agentic planning, compact schema or hypergraph evidence, and multi-stage defenses to raise grounding, cut costs, and blunt poisoning attacks.