AI & ML Research 8 Hours

Last updated: July 4, 2026, 2:30 PM ET

AI & ML Research

Researchers are exploring new methods to improve Large Language Model (LLM) deployment and mitigate hallucination risks. While building custom LLMs remains complex, advances show promise for future accessibility. A novel approach to Retrieval-Augmented Generation (RAG) suggests abandoning direct text returns in favor of a "typed answer contract." This schema-based method treats each field as a question, rendering model answers verifiable and aiming to prevent hallucinations.