Teaching AI to Think: How Chain-of-Thought Transforms Simple AI into Smart Problem Solvers

What Does It Mean for AI to "Think"? Imagine you have two friends helping you with math homework. The first friend, let's call him Quick Sam, immediately tells you answers without explaining how he got them. Sometimes he's right, sometimes he's wrong...