React.memo, useMemo, and useCallback are essential tools for optimizing performance in React applications, but their use is often misunderstood. Proper implementation requires an understanding of JavaScript's reference comparisons, the behavior of memoization hooks, and the potential pitfalls that can lead to unnecessary re-renders. Developers should profile performance before applying these techniques and consider component composition as an alternative for optimization.