RAG AI vs ChatGPT for Compliance: Which Is Safer for Regulatory Research?
Retrieval-Augmented Generation (RAG) AI and ChatGPT represent fundamentally different approaches to information retrieval, particularly for compliance research. ChatGPT generates responses based on its training data, which can lead to confident but incorrect answers. In contrast, RAG systems retrieve information directly from a specified set of approved regulatory documents, offering a more controlled and auditable process. This distinction is critical in regulated environments where accuracy and traceability are paramount, as RAG systems are designed to decline answering when information is not found, thus avoiding silent failures. AI
IMPACT RAG systems provide a more reliable and auditable method for compliance research compared to general-purpose LLMs like ChatGPT.