Often times the best ideas are your current ideas or the last ideas. Right, when I look at it in video over the course of the next three or four years, it's going to continue. to compound why because the things we just talked about, you got to build out this compute. Don't trust, you know, just say I'm Altman. If you listen to Sott Innitella, if you listen to Sundar, if you listen to Hawk Tan, if you listen to Init... They will all tell you the same thing. We are going to be compute constrained for the next several years, four certain. right You had Greg Brockman on yesterday. Greg said if we had 10x more compute. I don't know if we'd have 10x more revenue at opening eye, but we'd have a lot more revenue. The fact of the matter is this is an existential not only an economic security matter, but a national security matter. right we have to keep up in the air so this is going to get built out so I think you could continue to invest. along the compute spec to help me.