What Is AI? A DevOps Engineer's Mental Model

🧠 Learn here **What is Artificial Intelligence (AI)? Artificial Intelligence (AI) is the broad field of building systems that can mimic human intelligence—such as reasoning, problem-solving, perception, and decision-making. It is an umbrella term that includes everything from rule-based systems to advanced learning models. In simple terms: AI is about building systems that can make decisions or predictions like humans As a Cloud/DevOps engineer, think it like a highly sophisticated load balancer. A standard load balancer follows hardcoded rules (Round Robin, Least Connections). An "AI Load Balancer" would analyze traffic patterns, predict surges based on external events, and reconfigure itself without manual intervention. What is Machine Learning (ML)? Machine Learning (ML) is a subset of AI where systems learn patterns from data instead of being explicitly programmed with rules. Instead of writing logic manually, you feed data into algorithms that improve over time. In simple terms: *