AI’s advantage over humans comes down to 4 dimensions: speed, scale, scope and sophistication. Whether AI can replace you depends on how much one or more of the S’s matter in what you do.

To drive the development of such AI, we must develop a new test—let’s call it the Gardner test—in which an AI is surprised ...