Backpropagation: How Does AI Know What It Got Wrong? Explained in easy words

You give an AI a picture of a cat. It looks at the image and confidently says: “Dog.” Okay... interesting. But here’s the part that gets genuinely wild: How does the AI know what it needs to change? I