Large language models are massive neural networks trained on vast text corpora to understand and generate human language at scale. LLMs like GPT-4 and Claude learn grammar, facts, reasoning, and writing style from hundreds of billions of parameters. They serve as general-purpose foundations for chatbots, coding assistants, search, and content generation.