AI ethics and bias mitigation

Title: AI Ethics and Bias Mitigation Introduction Hook: Finally, I always ask myself how the concept of the deep automation of everything, including readers deciding who shall receive a loan and employers selecting who they shall hire, will look like if these systems are prejudiced. Brief overview: Indeed, ethical aspects as well as biases, which are central to the emerging field of artificial intelligence, are valuable here. With AI increasingly deployed in decision making processes, an important layer of fairness, transparency, and accountability must be developed to avoid some negative impact on society. Body Subheading 1: The Ethical Challenges of AI Main point or idea: The development of the AI technologies has raised a challenge whereby, in its absence, the AI technologies will entrench or even expand the existing prejudices. Supporting details: While developing the models, AI systems draw data from history, which could include bias based on race, gender, or economic ...