Dr. Jonathann Kuo

Yeah.

Compared to what we have right now.

Yeah, totally.

Totally.

Very much so every day.

You know, I don't think it's possible to be a good longevity doctor without the extensive use of AI these days because.

There are just so many data points that you really need to make sense out of.

We collect so much data these days from full-body MRIs, coronary scans, to super deep-dive blood work, proteomics, transcriptomics.

We're looking at genetics.

We're looking really deep.

And to really get the best full picture of your biology, like you need to put all this into an AI system that correlates, finds things, you know, and kind of makes sense out of all this data for you.

Totally.

I mean, AI can't do everything by itself.

I think you still need really good clinicians to oversee the information that it puts out.

But yeah, to me, it's absolutely necessary and it kind of forms a backbone of what we're doing here at Extension Health.

It's, you know, having our own in-house kind of training systems that self-correct, that you put guardrails on, that are continuously refined through patient data and outcomes to continuously refine a system that, you know, puts out outputs that for sure, you know, make sense.

That's the future.

It's only been around for, you know, a few years.

And, like, if you're not on that train, you know, you're going to get left behind.

They're saying even surgeries in the future.