Alex Modon

there will always be a optimization benefit from having more more data points that you can feed in or more nuanced information.

But to kind of beat status quo is just the bar is so unbelievably low.

So yeah, I would I would say take the under on it and I think we will be at end end.

I think it's actually an important design paradigm is like for us specifically is like making sure that you design the system to actually be fully autonomous and to not be human in the loop.

I think it

For us, at least, it feels like it's driven a very different architecture.

Now, we similarly have put the bet that the model does get better.

And if it doesn't, then we're maybe back to the drawing board on aspects or we have something that fundamentally a gap will have to close.

But yeah, the system itself needs to be kind of designed with the requirement that says this is designed to be end-to-end automated.

Well, I'm like super excited for the future to like feel like the future.

Yeah, I think that's like incredibly inspiring.

Like I want to live in that world.

It'll definitely be a core component of us.

And I think humanoid is like for the whole like.

I mean, they'll totally be like all the above on stuff.

Like there's going to be just broadly more automation at large.

But yeah, there's a reason that like centralizing around a design and mass manufacturing that design, ultimately, you know, the efficiency that you get out of manufacturing a thing and that learning rate and driving costs down incredibly low outweighs the nuanced custom efficiency.

Yeah.

And so, yeah, I think that that form factor will be very, very relevant for like an incredible scope.

And there will be specialized robotics, too, in the same way that like when you engineer giant facilities, there's always these like kind of volume to surface areas, scaling laws that say you should customize that giant vessel.