The Mathematics of Attention

How does an AI know which words matter? In this video, I explain the mathematics behind attention — the mechanism that lets transformers understand how words relate to one another depending on context. We’ll look at queries, keys, values, softmax, and the surprisingly simple equation behind one of the most important ideas in modern AI.