Yeah, thanks for the question, Bamsi. You know, while we can certainly understand the behavior that you were describing, our Q3 results were not a result of pull-ins. And importantly, our Q4 guidance does not rely on pull-ins. As we have said from the start of this fiscal year, we expected increasing momentum through the second half of the year for a few different reasons. First, as we said, Europe started to get better through the second quarter, and as you saw in Q3, we have increased momentum in Europe. We said that U.S. public sector would be less of a headwind in the second half of the year, and while it hasn't fully recovered, it was you know, met our software expectations in Q3. And we said that we were working on large deals that would happen in the second half of the year at the start of our fiscal. And we have been working on those deals, and we have seen some of them come through in Q3, and we expect more to come through in Q4. Finally, with regard to what we see broadly in the markets, IT spending has always been tied to customers' business outlook. And what we see today is that business outlook is pretty favorable. It is quite similar to what we saw last quarter, but in certain markets like Europe, things are picking up. And so IT spending, you can see in the public reports, is expected to be reasonably durable this coming 12 months. Customers then prioritize business projects and associated with those business projects, infrastructure projects, like we said, cyber resilience, cloud transformation, data center infrastructure upgrades, as well as AI projects. And we are well positioned to capture our share of those markets. And we are seeing that reflected in the mix of our business, high performance flash to support AI workloads, growing number of AI use cases, and of course, growth in cloud. We'll tell you more. It's a dynamic environment. We'll tell you more when we report next quarter.