Will the deployment of AI in various use cases lead to more consolidation in the fragmented technology landscape that is cybersecurity? Just yesterday I was talking to the employees about this. In 2009, there were hundreds of security vendors and the discussion was how it was going to consolidate. The consensus was that this is going to consolidate like crazy and there’s going to be five major players because no one wants to deal with all these vendors. Fast forward now. I just went to the Black Hat conference in Las Vegas. It looks exactly the same. There are just as many vendors, except every booth said the same thing. They all said AI security and some variation of it. I really felt an enormous empathy for a customer who was walking around. Will AI simplify? I don’t think so. This is a new technology that is moving faster than anything we have seen. Enterprises are adopting it rapidly. Security departments want to naturally say, hold on, let us get our hands around it. But the business value is too big for enterprises to slow down [on AI adoption] right now. Now not only is AI a new technology, it is a new technology that is very good at finding security vulnerabilities. The stories of last month [the Hugging Face incident] have got everyone terrified. What I saw at Black Hat is that you now have a ton of new companies saying how we can secure AI. You have existing vendors saying let us expand and make our products more AI. AI introduces a new set of problems. So, I honestly don’t think it’s going to change the story in the short term in terms of the fragmented nature of cybersecurity. It is fascinating what happened around Hugging Face and