Bloomberg's research reveals that the implementation of Retrieval-Augmented Generation (RAG) systems can unexpectedly increase the likelihood of large language models (LLMs) providing unsafe responses to harmful queries. The study highlights the need for enterprises to rethink their safety architectures and develop domain-specific guardrails to mitigate these risks.