Why is Large Language Models important in production AI systems?

They enable summarization, classification, extraction, question answering, code assistance, and conversational interfaces through a common natural-language interface. Its importance should be evaluated against concrete quality attributes such as reliability, maintainability, security, scalability, performance, and operational complexity rather than treated as an abstract rule.