Understanding AI Bias Mitigation: Basic Principles for a Fairer Future
Introduction to AI Bias Mitigation Artificial Intelligence (AI) has revolutionized numerous industries, transforming the way we live and work. However, AI systems can perpetuate and amplify existing social biases if they are not designed with fairness and equity in mind. According to a report by the National Institute of Standards and Technology, 43% of facial recognition systems misidentify African American faces, highlighting the pressing need for AI bias mitigation. In this blog post, we will discuss the basic principles of AI bias mitigation, helping you understand the importance of fairness in AI and how to implement it. ...