This article resonated with the team at Monitaur, where we're dedicated to a holistic lifecycle approach to AI governance - including how we manage bias and fairness.
AI fairness is a complex topic. In this article for Protocol, Kate Kaye starts to unpack flaws in some AI fairness tools - namely the 80% (or 4/5) rule that has been used widely by both corporations as well as the government.
The harder, holistic approach to AI fairness is often ignored by conceptually "simple" fixes. We believe, along with other companies and researchers, that there's a better approach.