Bias and Fairness: AI algorithms can perpetuate and amplify biases present in the data used to practice them, bringing about selections and outputs that discriminate against selected men and women or groups. Addressing algorithmic bias and ensuring the fairness of AI systems is a vital moral obstacle.Human intelligence is much from best in avoiding