DeepMind have created an IQ test for AI, and it didn't do too well

Finally, they tested the systems. In some cases, they used test problems with the same abstract factors as the training set -- like both training and testing the AI on problems that required it to consider the number of shapes in each image. In other cases, they used test problems incorporating different abstract factors than those in the training set. For example, they might train the AI on problems that required it to consider the number of shapes in each image, but then test it on ones that required it to consider the shapes' positions to figure out the right answer.