Dimension

Right.

So these are the dimensions that are being tested.

There's 16 total dimensions.

PIX is more of like a recommendation engine.

so is it actually like recommending things uh quite efficiently so as an example you know if you say hey find me a vegan restaurant in you know in my area for the weekend is it actually going to find a vegan restaurant or is it just going to find you a vegetarian restaurant then you have other things like memory where It's not necessarily just your traditional memory of doesn't know who you are, but also is it really good at picking up on context? So as an example, the way that I'll test memory is I'll first have it, I'll first test the travel category and I'll tell it that I'm traveling to a certain weekend and to book me a flight.

I'll go through a few other dimensions and then after I'll test the the pics or sorry the online task dimension which is then asking to book me a reservation somewhere and I'll ask it to book me the reservation the same weekend that I asked to travel but in a different city and then I'll see does the assistant preemptively prompt me and say hey you're supposed to be in Chicago that weekend why are you looking to book a reservation in New York like are you sure The agents that can do that, it's pretty solid contextual memory, right? Like they're keeping track of the pace.

Not all of them do that.

So some of them do, some of them don't.