How Do Large Language Models Work?

Large Language Models are rapidly reshaping the way people search for information, write software, analyze documents, and interact with machines. But beneath the polished interfaces and conversational fluency lies a complex architecture built on probabilities, patterns, transformers, and attention mechanisms. Understanding how these systems actually work is becoming increasingly important for business leaders, technologists, and everyday users alike.