May 7, 2024, 7:08 p.m. |

Simon Willison's Weblog simonwillison.net

Deterministic Quoting: Making LLMs Safe for Healthcare

Matt Yeung introduces Deterministic Quoting, a technique to help reduce the risk of hallucinations while working with LLMs. The key idea is to have parts of the output that are copied directly from relevant source documents, with a different visual treatment to help indicate that they are exact quotes, not generated output.

The AI chooses which section of source material to quote, but the retrieval of that text is a traditional non-AI …

ai documents generativeai hallucinations healthcare key llms making promptengineering rag reduce risk safe the key treatment visual while

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