But can you talk a little bit about what your academic profile looks like now and your work with the University of Toronto and the Scarborough Academy for the undergrad division?

Yeah, I'd love to.

Maybe I'll start off with what I did before.

So I worked at a hospital in downtown Toronto called St. Michael's Hospital for about 15 years.

St. Michael's is an academic health science center in Toronto, and it really prided itself at the time on clinical practical education.

And I got very, very interested in simulation because the time that I was starting off my staff job, simulation was becoming very much a, had gone from the niche cool thing to something that we thought may actually be useful in practice.

In gastroenterology, we do endoscopy as one of the major procedures.

But can you talk a little bit more about that? Can you use maybe that example of pimping to illustrate what are the skills that trainees actually need to have in a world of generative AI?