We are seeing in the earnings reports just how much we are starting to see this revenue traction on the back of some of this AI build out. The dominant theme continues to be the capex coming through. Just looking at hyperscalers alone, they are estimated to invest more than 350 billion so far this year, a 42% increase from a year ago. Investors have a little skepticism at the margin about returns on investment but for now, the AI theme continues to dominate positively.