AI & ML Research 24 Hours

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

AI & ML Research

Researchers are exploring new methods to curb hallucinations in AI applications, with one approach proposing a "Typed Answer Contract" for Retrieval-Augmented Generation (RAG) systems Stop Returning Text. This contract defines a schema where each field represents a question the AI pipeline must answer, allowing for verifiable responses and preventing the model from returning free-form text that may be inaccurate. Concurrently, efforts continue toward enabling individuals to deploy their own large language models, though significant engineering challenges remain before this becomes widely accessible Setting Up Your Own.