Natural language models are a cornerstone of modern AI, enabling machines to read, write, and reason with human language at scale. What began as brittle, rule-based systems has evolved into powerful, pre-trained models capable of translation, summarization, search, and conversation with remarkable fluency. This article traces that evolution—from early NLP experiments to today’s foundation models—and explains why language has become one of AI’s most valuable and influential ca