Dr. Poppy Crum

It's just you're not sensing things that where you're, the point at which it's visible to you, it's probably too late to do anything about it.

So if you look at my fish tank right now or my reef tank right now, I have a number of digital sensors in it.

I have dashboards.

I can track a huge chemical assay that is tracked in real time so that I can go back and look at the data.

I can understand.

I can see, oh, there was a water change there.

Oh, the roadie tank.

I can tell what's happening by looking at the data.

I have, you know, and you know this, you've got the spectrum of your lights is on a cycle of effect that's

representative of the environment that the corals you're aquaculturing would, you know, that their systems, their deterministic systems are looking for, right?

And so you've built this ecosystem that when I look at my dashboards, I have a digital twin of that system.

And it

My tank is very stable.

My tank knows what's wrong, what's happening.

I can look at the data and understand that an event happened somewhere that could have been mitigated or I can understand that something's wrong quickly before it even shows up.

No, absolutely.

But I'd even more on the biological side.

I mean, so think about digital twins.

And I'll get to babies in a moment.

But just if you've ever bought a plane ticket, which any of us have today, that's a very sophisticated digital twin.