After tutoring high school students for seven years, I've noticed that those who memorize formulas often ace tests but stumble on real-world problems. Meanwhile, students who derive everything from first principles struggle with speed initially but catch up quickly. In engineering, I rarely use calculus directly—it's the underlying logic that matters. So, should schools prioritize teaching mathematical reasoning over procedural fluency?