SPEAKER_04

I mean, before it used to be you'd look at a computer chip and you'd see just a computer chip with a few wires.

But imagine now that you, as a scientist, have a microscope that's looking at the complexities of the wiring diagram that's connecting this resistor to that capacitor to that diode to this transistor.

That's where we are now.

And so now suddenly we can say, well, I don't want to do that because it'll kill the chip.

But the chip is malfunctioning, so let me put here, put a little bit of pressure there, and now I can reactivate the immune system or the chip to work in the right way.

Yeah, because maybe it's not one place I need to press, but two or three at the same time.

right and so when you're talking about a complex feedback network i mean so you know we're in texas so people do oil refinery you know maybe you need to turn this valve here a little bit and that valve there and that one there to make everything work just right because something's wrong over there and so that's really what we're you this is where ai has the let's say the omniscient view

that no human can.

And that's what excites me about it, is because I'm limited in how much I can keep in my mind at any one time or know.

But with the right question, the prompt, the prompt engineering, and then with the right backbone structure behind the scenes that agentic AI is now providing, now I have the ability to ask the questions and get answers in near real time.

And so I wish I was 30 years old again because I would move into this area so fast and be – I mean I can already see with the work that we're doing dozens of potential new target opportunities that last year didn't exist at all.

Well, look at Neuralink as an example and Elon Musk's stuff.

The woman now who can think her thoughts and make stuff happen because she's otherwise paralyzed.

I think it was Neuralink that just showed some of these results.

So fast forward, I mean, we're already in an exponential increase in what it is that we're going to be able to accomplish and AI will help us accomplish some of these things faster.

I can see a time where I could maybe apply something.

I don't necessarily want a surgical implant, but maybe some sort of net over my head that allows me to think through these problems.

And the AI becomes an adjunct to my thought processes.

Not only what it is that I think, but maybe even provides information back to me, back into my system directly without having to go through the years so that I can much more quickly come to conclusions.

Now, there's all kinds of apocalyptic scenarios you could imagine with that as well.