I have always thought that the best measure of intelligence is compression of information. If you can create a smaller, abstract model that is still accurate despite a loss in details, then you are intelligent.
Interesting counterargument from AI researcher François Chollet (creator of Keras and one of the main contributors to TensorFlow): https://www.youtube.com/watch?v=-V-vOXLyKGw