Azeem Azhar

Yeah, I don't think we know really yet.

There's several studies now comparing AI versus AI with doctors for performance, various types of performance.

And the AI did better than the doctors with AI.

So you say, well, this isn't expected.

Everything was supposed to be hybrid.

And if you extend that to having agentic support,

Perhaps, you know, even more so.

We still don't even know.

Is it because doctors have an automation bias?

Is it because they aren't grounded in how to use AI?

It's really fuzzy right now.

So we're not as advanced in the medical world domain as a lot of the other areas that are adopting AI much more quickly, just because, as Azeem mentioned early on, clinical decision making is much more tricky, delicate than some of the other things.

Both.

Yes.

Yes.

Awesome.

Yeah.

So the underperformers, which is, you know, there's 50% of doctors are below average, right?

They're more likely to accept the input, whereas the experts, you know, in quotes, they're rejecting the AI good input.

So, yeah, you get a lot of noise, unfortunately.