How to teach AI to reason about videos

This article is part of our reviews of AI research papers, a series of posts that explore the latest findings in artificial intelligence. Look at the short video below. Can you answer the following questions: Which object caused the ball to change direction? Where will the ball go next? What would happen if you removed the bat from the scene? You might consider these questions very dumb.