The Uncanny Valley is a concept in robotics and AI where a humanoid robot that appears almost human but not quite can evoke feelings of eeriness and discomfort in humans. It's important because it highlights the delicate balance between creating robots that are relatable and those that are unsettling, which has implications for user acceptance and emotional engagement.