But before that, I always like to start by asking, tell us a little bit about yourself, your work, and the journey that led you to AI, including some of the experiences that might have shaped your perspective.

Okay.

Uh, so I'm a clinical psychologist by practice, uh, with over two decades of experience in the field.

My career focused primarily on patients with chronic health conditions and my specialty and special interest, uh, I would say, was on developing family-based interventions to include their family members in their care to help them manage their chronic condition better.

Uh, started being, uh, intrigued by technology, uh, about 25 years ago, where I st- I was recruited to work in an EdTech company.

From there, I, uh, started, uh, providing advice to parents on, uh, parent, o- parents online forums, uh, many years before Facebook was, uh, conceived at Harvard.

And then when I moved to California, uh, to work at Stanford, I, uh, uh, started delivering care, uh, virtually, primarily first through, uh, Skype and then, uh, primarily through Zoom.

Yeah, you know, I think that's really interesting, and I want to talk a little bit more about one of the areas of your specialty, which is bringing the family into, into care, right? So how, how do you conceptualize or think about how you can, uh, you know, incorporate family and AI and make sure that the clinician is still at the forefront of that? How, how, how do you see all of that working and meshing together?