Q it like running the company and building a large language model in Europe? Obviously there's regulations and all kinds of considerations. Privacy. The French are known for protecting privacy. In the United States, we're known for taking it away. How is the landscape there? And what do you have to deal with there that maybe you wouldn't have to deal with in America? And what's the pros and the cons?
A First, we have 25% of our business in the US and 25% of our researchers are actually here. So I actually spent a lot of time here as well as in France, as well as in the UK, in Singapore, where we are. So, of course, it's different markets. It's markets where you have language, which is a topic, where there's much more manufacturing. Manufacturing is a bigger piece of the cake than it is here. And I'd say our strength has been to also work with European companies That are a bit lagging behind, uh, and that wants to adopt the technology to, to leap forward. And we've been able to do that through a forward deployment engineering engagement for our Forge product, for our studio product that allows to deploy agents that do end-to-end automation. But on top of that, the thing that we have announced today, like Forge is something that is actually being used today, uh, with customers in the U S because they come to us with, uh, needs for post-training for making models specifically good at financial services. And, uh, what's happening is that we have this product and we can bring the models to specialize them as well.
AI assessment note: “First, we have 25% of our business in the US and 25% of our researchers”