I think it's just a lot of science in general to move more towards open source and more towards sharing. And that's something that I've been fortunate enough to kind of watch happen over the course of these years. One of the appeals of Python has been, you know, a pi PI and just this proliferation of packages. It seems way more important now to, Oh, I can evaluate these libraries and pick this library for example.