AI & ML Research 24 Hours

Last updated: July 5, 2026, 5:31 AM ET

AI & ML Research

Researchers are exploring methods to deploy custom large language models, though significant engineering challenges persist. A novel approach to Retrieval-Augmented Generation (RAG) proposes a "typed answer contract" to mitigate hallucinations by structuring model outputs as verifiable data fields rather than free-form text, effectively turning each field into a query the system can validate against its knowledge base, thereby enhancing enterprise document intelligence pipelines prevent hallucinations.