AI & ML Research 3h

Last updated: July 4, 2026, 11:30 AM ET

AI & ML Research

Researchers are proposing a new paradigm for Retrieval-Augmented Generation (RAG) systems, suggesting developers should stop returning raw text. Instead, they advocate for a typed answer contract where each field represents a specific question the model must answer, ensuring that all output is verifiable and mitigating hallucination risks in enterprise document intelligence applications.