So with all that being said, I wanted to pivot and talk briefly about OpenAI's announcement also yesterday that they are introducing super alignment. So the TLDR is that OpenAI is creating a dedicated team to aligning super intelligence, which again, I am super glad that we are living in the timeline where someone is doing this. It's about time. I've got my book out there, Benevolent by Design, where I talked about aligning super intelligence and my solution is that you really can't. But one thing that I want to point out is that whether or not you can align one model in the lab is that's part of the, that's a necessary part of the solution. I don't want to disparage the engineers and scientists at OpenAI and Microsoft and other places working on this. But while it is a necessary component of the solution, it is not a complete solution. And this is where researchers like Gary Marcus and Dr.