How AI Actually Learns: Understanding Cost Function, Derivatives, Backpropagation, and Gradient Descent

Introduction When people use ChatGPT, Gemini, Claude, or AI Agents, they often ask: How did these systems become so intelligent? Did ChatGPT memorize the internet? Does it understand language like hum