AI Ethics: Ensuring Fairness and Accountability in AI Systems
As AI technologies become increasingly integrated into our lives, concerns surrounding AI ethics have grown in significance. AI systems, particularly machine learning models, heavily rely on data for their decision-making processes. If this data is biased or unrepresentative, it can lead to unfair outcomes and perpetuate existing social biases. Therefore, ensuring fairness and accountability in AI systems has become a critical aspect of AI development and deployment. One of the major challenges in AI ethics is the issue of bias in data and its impact on AI models. Biases present…