Data Scientist Jett Oristaglio joins us to talk about Humble AI. Trusted AI and asks, What is everything you need to trust in AI for your life? He goes on to share that trust is not binary- it’s multi -dimensional - and so, there are a number of criteria that should be evaluated. Performance- or, does the model predict the problem being solving for well- otherwise known as accuracy. Operations- or, how reliable is the system that the model is deployed in. And Ethics- or, how well does the model align with the values of the organization. Of course, most talked about is accuracy in that the model has to be fast enough, has to be stable (have strength). Not surprisingly- all of these aspects, you want in a human decision maker.
