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Enhancing Language Models with Retrieval Mechanisms
The chapter explores the integration of retrieval mechanisms in language models to improve response accuracy and reduce hallucinations, particularly in regulated contexts. The conversation highlights the technical advancements in grounding model responses and the challenges in achieving reliable outcomes, emphasizing the importance of comparing AI performance against human standards and the cultural shift needed for widespread AI adoption.