Impact of Data Drift on AI and Machine Learning Ethics
Introduction Artificial intelligence (AI) and machine learning (ML) are transforming industries, from healthcare to finance, by providing data-driven decision-making tools. However, these technologies come with significant ethical considerations, particularly around fairness, bias, and accountability. Data drift, a subtle but impactful phenomenon where the distribution of data changes over time, can exacerbate these concerns, leading to … Read more