We're going to talk a little bit more about AI and hacking and AI and security today, but maybe you can kick us off by talking a little bit about, you know, our How did we end up with using AI to hack systems in the first place? Why are we doing this? And why is it mainly a software problem so far?

Yeah, I think I'm surprised that people are surprised.

Over the last couple of years, I mean, we really saw that the LLMs got pretty good in helping coding, software coding, right? So meaning they understand software, they understand source code.

And it was just a question of time that they also understand vulnerabilities in the source code and can exploit them to essentially hack other systems.

But it's not only the understanding of the source code.

There's also a lot of public material out there.

So think about the CVEs, the common vulnerabilities enumerations, the CWs, the common weakness enumerations.

Yeah.