Too Long; Didn't Read
In order for AI to become mainstream, we must have transparency and insight into how AI-enabled decisions were reached. ModelOps tools are emerging as a way to monitor and manage AI models’ performance while providing the ability to look under the hood and audit AI usage within an enterprise. Auditing AI is not much different than auditing any other emerging technology, e.g., cloud computing, cybersecurity, except AI has the potential to disproportionally impact already marginalized groups due to inherent bias in datasets that can be amplified.