Navrina Singh

Especially we are not, AI is like any other tool.

We can't control whose hands it gets into and it will get into the hands of bad actors, but also it will get in the hands of good actors to actually prevent those bad actors from doing bad things.

So I think this is where I'm a big proponent of open source and really having methodical practices

In terms of, for example, responsible use license, having open source and associated license, which basically states, you know, how these systems can and cannot be used.

Having very robust, not only leaderboards around benchmarks like we were discussing, but security requirements around these open source systems, especially how they get launched into the open source ecosystem.

And I really believe that open source by itself is not going to win, but it's the trusted open source.

And that's where we need more innovation in the open source ecosystem to continue with innovation, but also with trust.

And I think, Corey, like that's exactly, I would say, my concerns as well.

And the key question is, how do we put in place the right governance structures to prevent that misuse?

And how do we actually create more public-private partnership to make sure that we are actually handling open source in the way that it is meant to be?

Having said that, there are going to be things beyond our control.

But I think for United States to win in this age of AI, I am actually very excited to see the commitment on open source in the action plan right now.

That is correct, Corey.

Yeah, so great question.

So let's take this example, right?

And then if, you know, one of the big things right now, Credo AI serves global 2000s who have that massive AI scale.

But we do have aspirations to go and, you know, make our technology available to S&Bs because that's where a lot of innovation is going to come to front and center.

But irrespective of the size of the organization, let's assume that you are using whether it is a proprietary model or whether it's an open source model and you're building a customer service chatbot.

Now, in case of customer service chatbot, and let's say if it is for a company which is very recognized, it has a massive brand, they deeply care about their brand.

For that particular organization, reputational risk is going to be paramount.