Dr. Poppy Crum

to everyone that's really engaged.

And that has a huge impact on improving performance because that kind of data is really useful in understanding learning.

It also has applications for when you're in a work environment and you're trying to better understand success in that environment, in some process or skill of what you're doing, you can gain different analytics than you otherwise would.

in ways that become much more successful, but also give you

new data to think about with regard to what I would call a digital twin.

And when I use the word digital twin, the goal of a digital twin is not to digitize and represent a physical system in its entirety.

It's to gain, use different interoperable, meaning data sets coming from different sources to gain insights, you know, digitized data of a physical system or a physical environment or physical world, be it a hospital, be it airplanes, be it my body, be it my fish tank.

to give me insights that are continuous and in real time that I otherwise wouldn't be able to gain access to.

Whether you're building apps or you're building a tool, you're using it as a tool that's helping you optimize your cognition and find your weaknesses, but also give you feedback on your performance and accelerate your learning in this, right?

But you're still putting in the effort to learn.

And I think even the ways that I'm using it, computer vision with mobile devices, AI is a huge opportunity and tool.

Using the cameras and the data that you've collected to have much more sophisticated input is huge.

But in both of those cases, you're shaping cognition.

You're shaping – you're using data to enrich what you can know.

And AI is just incredibly powerful and a great opportunity in those spaces.

The place where I think it is –

And I sort of separate it into literally just two categories.

Maybe that's too simplistic.

Am I using – and this is true for any tool, not just AI.

But am I using the tool, am I using the technology in a way to make me smarter about – and let me have more information and make me more effective but also cognitively more effective, gain different insights?