#Supervised Learning

Supervised learning is the ordeal where a model is fed correct labels like candy and happily memorizes biases verbatim. It swallows the examples provided by humans whole and squeals pitifully when faced with novel problems. Convenient as it seems, it's perpetually at the mercy of the teacher's whims. When cornered by test data, it can be imprisoned in the dungeon of overfitting in an instant. Celebrated as automation magic in industry, at heart it's nothing more than perfect plagiarism.