Ethical AI: its implications for Enterprise AI Use-cases and Governance
Explainability, Bias, Reproducibility & Accountability
Published in
15 min readNov 23, 2020
Abstract. With the growing adoption of Open Source based AI/ML systems in enterprises, there is a need to ensure that AI/ML applications are responsibly trained and deployed. This effort is complicated by different governmental organizations and regulatory bodies releasing their own guidelines and policies with little to no agreement on the definition of terms, e.g. there are 20+ definitions of ‘fairness’. In this…