Algorithms and Autonomy: The Ethics of Automated Decision Systems

Algorithms influence many aspects of modern life, raising moral concerns about responsibility, transparency, freedom, fairness, and democracy. Algorithms and Autonomy explores these concerns in various case studies, highlighting the importance of interventions to ensure machine fairness and transparency and prevent the control of citizens' participation in politics and undercut democracy.

Format: Paperback / softback
Length: 250 pages
Publication date: 20 May 2021
Publisher: Cambridge University Press

Algorithms have a profound impact on various aspects of modern life, including criminal justice, education, housing, entertainment, elections, social media, news feeds, work, and more. The decision to delegate critical decisions to machines raises significant ethical concerns regarding responsibility, transparency, freedom, fairness, and democracy. Algorithms and Autonomy explores these concerns in the context of algorithmic teacher evaluation, risk assessment in criminal sentencing, predictive policing, background checks, news feeds, ride-sharing platforms, social media, and election interference. Through these case studies, the authors aim to provide a deeper understanding of machine fairness and algorithmic transparency. They emphasize the importance of interventions in algorithmic systems to ensure that algorithms are not used to control citizens' participation in politics and undermine democracy.

Moreover, the book explores the potential benefits and risks associated with algorithmic decision-making, such as increased efficiency, reduced bias, and improved accuracy. It also raises important questions about the role of humans in the algorithmic process, including the need for transparency, accountability, and ethical guidelines.

Algorithms and Autonomy is an essential resource for policymakers, educators, researchers, and anyone interested in understanding the implications of algorithms on society. It offers a comprehensive analysis of the ethical and societal challenges posed by algorithmic decision-making and provides practical solutions for ensuring that algorithms are used in a fair, transparent, and democratic manner.

Weight: 316g
Dimension: 150 x 227 x 15 (mm)
ISBN-13: 9781108795395