And now don't you feel like this is just an, it's a UX problem more than anything? Because when you tell me about the single player mode, I think, okay, but what ways do I have to share with my colleagues rather than exporting the chat or putting it up with my PR, things like that? It doesn't really feel like I have the tools in order to get to bring someone else along this journey with me.

Yeah, I think the interaction pretty much remains kind of a you with the agent, but it's just that the agents will create many of those sessions to achieve that task and will kind of collaborate with many humans.

And so it is entirely a UX is maybe slightly diminishing, but I do think it's not a machine learning problem.

It's more of a product problem.

It just means that, as an example, if we take Cowork, which is having kind of a real moment these days, because it's working locally on your computer, it is inherently a single player thing.

It's very hard to kind of collaborate around something through Cowork with multiple humans.

And that means that you need to push that harness inside of an Austin environment.

And so let's maybe center the next five, 10 minutes around that.