The attention mechanism is what allows AI to know which words to focus on when reading a sentence. When it processes the word "it" in "The cat sleeps because it is tired," attention helps it understand that "it" refers to "cat." Without this mechanism, the AI would treat each word in isolation without understanding the connections between them.