Since the birth of the field of artificial intelligence in the 20th century, researchers have observed that the difficulty of a task for humans at best weakly correlates with its difficulty for AI systems. For example, humans find it difficult to multiply ten-digit numbers in their heads but easy to draw boxes around each individual cat in a photograph. In contrast, for AI systems the difficulty i