Irreversibility is a cognitive limitation observed in children during the preoperational stage, where they struggle to understand that certain processes can be reversed or undone. This concept is crucial as it highlights how young children perceive the world, often failing to recognize that actions or transformations can lead back to the original state, which impacts their reasoning and problem-solving abilities.