The paper “It’s All Training: A Fully Synthetic Single-Stage Recipe for LLMs,” accepted at NeurIPS 2026, introduces SYNTH, an open-source synthetic training corpus designed to replace conventional mul
The paper “Hallucination is Inevitable: An Innate Limitation of Large Language Models,” by Ziwei Xu, Sanjay Jain, and Mohan Kankanhalli, examines whether hallucinations in large language models (LLMs)