• In the last decade, artificial intelligence, machine learning, and  data science have become the most powerful and forwardlooking forces in technology. A good leader can not only be on  the cutting edge of AI functionality, but also on the cutting edge  of AI theory. Understanding how these fields interact, and  whether they are most closely related or not, can help us  understand the field of innovation and even new AI theories