Anthony, your thoughts?

Thanks.

I agree with all of that.

I would add...

But I personally feel quite a large obligation on myself if I'm going to choose to onboard or take on a very large vendor.

I think there is substantially more due diligence needed, and I think you need a very high degree of care and a very high degree of curiosity to uncover what you're really signing up to and your dependency levels on them.

And so, for example, if you think about the size and scale and speed of some of the AI companies out there building front-end large language models, right? Some of them are pretty large.

When the dust settles after an issue, an incident, how do you go about determining whether or not you want to continue? If you've done the hog border with a vendor, how do you determine whether or not you want to continue with the vendor that might've been at the heart of the liability? Anthony, if you could lead us off again with your thoughts.