Beth Lyons

Hey, Gareth, I have a question.

So you can be an entrepreneur, which means hiring lots of people around you, or you can be an intrapreneur in a large organization where you're applying these entrepreneurial innovations that way.

Do you have, along with your intrapreneurial development of AI, do you have a team of people that report to you?

Yeah, I mean, and that's the model for the future, in my opinion.

We have solopreneurs out there now, you know, basically leveraging AI in order to avoid the complexities organizationally of trying to build a business in the early stages.

And similarly, inside major corporations, finding and securing someone like you who can do solopreneur type innovation for the company, I think is a really great model.

And in addition to that interview, which I haven't seen, and I would love to watch.

Yeah.

Everybody should watch the thinking game.

Just look up the thinking game.

And that is the documentary that follows along Google DeepMind and Demis specifically, along with one or two of the other partners who were at the founding of Google DeepMind or DeepMind before it became Google DeepMind.

Incredible.

It's definitely worthwhile.

I can see why you get excited listening to this brilliant mind who's really made extraordinary advances in science.

Okay, so I wanted to put this in perspective with a little graphic here.

This is the artificial analysis index.

And you see here that Gemini 3.1 Pro preview is right side by side with GPT 5.4.

well ahead of Claude Opus 4.6 Max, and then Muse, the line of non-closed rather than open source models from Meta, just launched right side by side with Claude.

So Claude, Sonnet, and

uh, news have the same score 52.