Do You Think It's All Vertical AI?

In the short term, there are all these vertical machine learning companies that are doing an incredible job at optimizing far better than humans can. And I think now you're seeing this, you know, get extended to robotics, computer security, trading, lots of other things. So I think we will have a 10 years in the sun of sort of wonderful domain wins where machine learning in a particular vertical has great results.