Proposes an AI Failure Taxonomy, a five-layer AI Assurance Pyramid, and operational guidance for RAG testing and model lifecycle management in enterprise settings.
Evaluation-driven development and operations of llm agents: A process model and reference architecture
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AI Assurance: A Comprehensive Testing Strategy for Enterprise AI Systems
Proposes an AI Failure Taxonomy, a five-layer AI Assurance Pyramid, and operational guidance for RAG testing and model lifecycle management in enterprise settings.