Stop Returning Text from RAG: The Typed Answer Contract That Prevents Hallucination

The article dives into a new approach to combat the problem of "hallucination," where AI models generate false information. It introduces the Typed Answer Contract, a schema-based method where each response from the model is tied to a specific, verifiable question. This system ensures answers are checkable against a predefined schema, significantly reducing the chances of the model producing incorrect data. This innovation is crucial for enhancing the reliability of enterprise document intelligence systems, providing a more trustworthy foundation for decision-making processes.