Non-monotonicity refers to a type of reasoning where the introduction of new information can invalidate previous conclusions. This concept highlights how certain inferences can be retracted when the context changes, emphasizing the fluid nature of meaning and understanding in communication. It challenges the idea of monotonic reasoning, where adding information only strengthens existing conclusions, by showing that our interpretations can shift based on new context or information.