“I'm having hundreds of conversations. I'm on a plane basically nonstop most weeks, meeting with C-suite leaders, large enterprises. And outside of using co-pilots in the workplace, very, very, very few companies outside of SWE itself are actually deploying end-to-end automation with AI… I'm actually quite shocked with how few companies I can find leveraging beyond copilot and building end-to-end AI processes. And that is, I think, going to be a really big question mark in 2027.”

I love the quote of like a new public benchmark is like fresh snow, fresh snow to ski. You know, it's like, I think a lot of the research lately. Yeah, it's a winning brown code. Yeah, it's GNOME. Yeah, it's like, you know, it's, it's come out there and ski some powder. So, but, but I think also we didn't talk on the enterprise side of the house, like a lot of their IP is really evals. Yeah. Like really codifying how processes work internally. I mean, we didn't talk a lot about just like enterprises really seeing high ROI out of AI yet today, but like I'm having hundreds of conversations. I'm on a plane basically nonstop most weeks, meeting with like co-large leaders, large enterprises. And like outside of using like co-pilots in the workplace, like very, very, very few companies outside of SWE itself are actually deploying end-to-end automation with AI. And I think, you know, I see our mission longer term is not only, you know, helping labs continue to change the world in all these positive ways, but it's also helping enterprises like take advantage of this technology. And I'm actually quite shocked with how few companies I can find leveraging Beyond Copilot and building end-to-end AI processes. And that is, I think, going to be like a really big question mark…