AI ethics are rules and values guiding the creation and application of machine intelligence.Ethical AI must ensure accountability, transparency, fairness, and non-discrimination.Implementing AI ethics can be challenging for engineers and organizations.AI bias arises when machine learning models learn and reproduce flaws from data.