Sarah Wang

Just the research that you're doing.

And, you know, I think EXA, you sort of famously structured as more of a research lab, honestly, than, you know, what people are calling application layer companies, infrastructure companies, right?

You know, this is sort of a research lab focused on search.

And coming out of that, one of the things that we were most excited about, frankly, is just the exciting technology.

cutting edge work that you guys are doing.

One of those things was actually search as it pertains to RL.

And there's a lot of efficiencies there, etc.

I wanted to just flag that because it was an interesting finding.

I think you use Tinker.

So shout out to Thinking Machines.

But say more about what you guys are finding there and also just sort of what research directions you guys think about as being important.

Yeah.

No, that makes sense.

So I guess kind of tied to this is I wanted to ask you about how you think about benchmarks and hill climbing.

And I'll say this sort of tongue in cheek, but we've noticed that especially maybe among folks in your space, but also in other spaces, right?

There seems to be...

like benchmark maxing or whatever you want to call it.

And, you know, of course, to no surprise, everyone is always at the top of their own benchmarks.

Exactly.

So and obviously you have this