Why is Temperature and sampling controls important in production AI systems?

They help tune behavior for tasks such as factual extraction, coding, brainstorming, or creative generation. 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.