Invariants are properties or conditions that remain unchanged under a set of transformations or operations, serving as a fundamental tool in mathematics and computer science for proving correctness and stability. They are essential for understanding the behavior of algorithms, systems, and mathematical structures, providing a basis for reasoning about consistency and reliability.