AI Bias: How to Detect and Mitigate It in Machine Learning Models
Understanding AI Bias Artificial Intelligence (AI) bias refers to the systematic favoritism or prejudice that can arise in machine learning models, often leading to inaccurate or harmful outcomes. This phenomenon is primarily rooted in the data, algorithms, and the societal contexts within which these models operate. Recognizing AI bias is crucial, as it can significantly … Read more