The Grandfather Paradox is a time travel paradox that questions the consistency of time travel by suggesting that if a person travels back in time and kills their grandfather before their parent is conceived, it would prevent the time traveler's own existence. This paradox highlights the potential contradictions and logical inconsistencies involved in altering past events, challenging our understanding of causality and the nature of time.