It's been very material and noticeable to our speed of R&D just broadly.

We have a lot of mechanical engineers that are prototyping net new products as well.

And a lot of times they have to pair with some type of software engineer to just get something viable to test.

But now they really don't anymore with AI.

They can kind of vibe something to start, get something kind of basic working, just see if the mechanical level works with a very rudimentary software layer created by AI before it kind of goes into a more kind of appropriate production step for the software team.

So I've kind of seen that too, where now the mechanical engineering team can really move much more independently, get to a deeper level before they start involving other resources and other teams.

What about from your perspective, David?

I mean, I think it can just be distracting sometimes, right? I think it's great that it can give a lot of capabilities to people who aren't technical to do technical things, but sometimes that's not always a good thing, right? So I think you have to be a little bit more cutthroat and like, hey, we're doing this or we're not doing this.