Cluster of Papers Push RAG Toward Multi‑Agent, Graph‑Grounded and Federated Designs
They aim to make LLM outputs more verifiable by adding agent pipelines, hierarchical graphs, and cache gates, with a new poisoning attack showing corpus threats can work at tiny injection rates.