As an AI Leader you need to know the essentials about how AI is different than applications.

As a leader, it's important to realize that building applications and building AI applications are very different things. When you build an application, it's easy to kind of build it and deploy it and kind of not worry about it until you have the next round of changes to release. But when you build a model, an AI agent, that agent is a brain that is self-learning, that is potentially self-healing, but that does require intervention all the time. We call it AI red teaming, and it's an incredible distinction that you have to make between applications of old and kind of the new way we're building services and solutions, is that as a leader, you're going to have to know that, yeah, you're going to get huge savings from building an agent, but on the other side of that, you're going to have to spend a little bit of resources to ensure that that system you're building stays safe, responsible, and profitable every moment it's deployed.