talk, uh, one key takeaway. And so I figured I'd just lead with that. My, uh, key point is personal AI codegen breaks traditional cloud infrastructure. And to clarify what I mean about that, the word personal here is, uh, is is doing a lot of work. It's uh, loadbearing as cloud would say. Um my point is that um if we want to see this future where um everyone has personal apps and like can personalize uh the apps that they run um the infrastructure we're using today um for for software in general is is not the right thing and we need something completely different. So to explain what