Is there some way you think about it goes both ways, and it's all about enhancing the column?

Yeah.

Part of the Harvard Data Science review and initiative online courses, well, we have some courses.

The one Shali is referring to where I give a lecture on the future of work, it's called Agentic AI.

And then I help out with a couple of others, uh, leadership in AI and, and some new ones we're coming out with.

And in that lecture, basically idea is like what's the future of work in general? What's the future of industries, of insurance and banking? And, and I, I think one of the core propositions was AI is a general purpose technology, a GPT, a term that economists have been use, uh, using for a long time to describe technologies like the steam engine, like electricity, like Wi-Fi, the personal computer.

And, and similar to other GPTs, they will transform, AI will transform society and the world.

That might be one interesting angle to cover, and it would kind of fits the different types of things I've been focusing on, uh, over the last few years.