Certifying Generative AI: Retrieval-Augmented Generation Chatbots in High-Stakes Environments

This article emphasizes the urgent need for certifying RAG GenAI chatbots in mission-critical systems, focused on data integrity and model reliability, with a comprehensive framework of technical, ethical, and operational assessments, which demonstrate its necessity through real-world implementations, advocating for continuous innovation and adaptable regulations.