So if you would, if you could talk a little bit about that, for example, what changes when AI starts controlling machines instead of simply generating information?

Yeah, sure.

Thank you for asking.

So first, you know, what I would like to share is, look, Cisco has been an IT company for more than 40 years, and we are very well known for that.

We have been in the industrial network for more than 20 years.

And what we did two years ago is we wanted to get the state of industrial network.

what's happening, where are things going, and so on.

As more AI processing moves to the edge, what does the ideal balance look like between edge computing, cloud resources, and the industrial network connecting them?