Azeem Azhar

Because that would be quite interesting, I think.

When you look at that data,

It was quite interesting to see what it took to get to the top 1% of all ChatGPT users.

And I found on Reddit a post that showed that there was a user who had only had 283 chats in the whole year and they got to the top 1%.

Now, one query a day in my mind is not really using AI.

That is not diffusion.

That is experimentation.

That is a bit like my home.

I can tell you we have a fondue set, but it comes out every three or four years.

So I know that in some technical way, we own a fondue set, but we don't really do fondue.

And that gap between fondue set owning AI users and users who've figured out orchestration is now a chasm and is growing really fast.

And I really think it's hard for it to close.

We've started to see how within the mainstream, Gemini from Google is taking up, winning a lot of market share against ChatGPT because that's where the kind of casual person who's going to dip their bread into melted cheese, use AI once or twice,

to improve some simple processes is going to end up going.

And that casual usage is volatile.

Whereas when you're in the orchestration space, that deep integration matters.

So this observation is not about who's going to win the broad consumer.

That's a commercial question, Google versus OpenAI.

I'm sure that they will both have successful businesses here, but I'm really interested in who is really embedding this technology in their ways of working

in order to really, really maximize and expand their capacity.