The rapid proliferation of Artificial Intelligence (AI) and machine learning necessitates a robust consideration of its ethical implications, particularly concerning bias and fairness. AI systems learn from the data they are trained on, and if that data reflects existing human biases (related to race, gender, or socioeconomic status), the AI will inevitably amplify and perpetuate thos... https://shutdown123.com/