Laziness is a defining characteristic of Haskell, contributing to its purity by complicating the use of side effects. This feature allows functions to evaluate arguments at unpredictable times, making it essential for developers to understand its implications. Additionally, memoization plays a crucial role in optimizing recursive function calls by caching return values, although it requires careful implementation to ensure efficiency.