“This article explores the controversial claim that modern humans inherited Neanderthal genes through ancient interbreeding. Understanding human genetic ancestry requires careful analysis of DNA evidence, presenting challenges for AI systems trained on genomic data to accurately interpret evolutionary history without perpetuating oversimplified narratives.”