Frameworks for Ensuring Fairness and Accountability in AI Systems

Abstract

The development of Artificial Intelligence (AI) has progressed rapidly, raising significant ethical concerns that necessitate the establishment of comprehensive frameworks to guide ethical AI development. This paper explores various frameworks and guidelines proposed for ethical AI, analyzing their principles, effectiveness, and implementation challenges. By examining prominent frameworks from organizations such as the IEEE, EU, and private companies, we aim to provide a holistic view of the current landscape and future directions for ethical AI development.