A risk manager is assessing risks specific to retrieval-augmented generation (RAG) systems. Which risk is MOST unique to RAG architectures compared to standard LLM deployments?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because RAG systems retrieve documents from an external corpus to augment LLM responses — introducing the risk that access controls on the retrieval corpus may be insufficient, causing documents accessible only to privileged users to appear in responses to unauthorized users. A is a general LLM quality risk.
Full explanation below image
Full Explanation
B is correct because RAG systems retrieve documents from an external corpus to augment LLM responses — introducing the risk that access controls on the retrieval corpus may be insufficient, causing documents accessible only to privileged users to appear in responses to unauthorized users. A is a general LLM quality risk. C is a limitation of non-RAG systems that RAG addresses. D is a general LLM infrastructure cost concern.