Evaluation
Faithfulness
Evaluation· Intermediate
Definition
In RAG systems, faithfulness measures whether a generated answer is factually supported by the retrieved context — detecting when a model invents facts not present in its sources. High faithfulness is a critical quality metric for enterprise AI where accuracy is non-negotiable.
Tags
#RAG#accuracy#hallucination#quality#grounding
MS
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