Alan Smirk: Ruby has known who she is and I think that is also in a general speaking relatively recent based on what we've heard from her. She's scared of changing her content right because it probably is going to do poorly if she changes. Huh, well, weird. But isn't that what she should be afraid of. Because she doesn't calculate. So we'll play around with that we'll come back to it. Thank you so much for sharing Ruby anyone else have kind of thoughts about this topic before we kind of shift back to Zell? We're gonna lay out couple of techniques that we're going to use on Zell.