Потенційні упередження та етичні питання у використанні машинного навчання для прийняття рішень

Abstract

This paper was created to explore the potential biases and ethical issues associated with the use of machine learning for decision-making. Examples of the use of machine learning in various fields are analyzed and the possible risks and consequences of misusing this technology are highlighted. Examples of possible solutions to the problem of bias in organizations are provided, and recommendations for the ethical use of this technology are given