The increasing popularity of data science has resulted in numerous well-publicized cases of bias, injustice, and discrimination. The widespread deployment of "Black box" algorithms that are difficult or impossible to understand and explain, even for their developers, is a primary source of these unanticipated harms, making modern techniques and methods for manipulating large data sets seem sinister, even dangerous.

Artificial Intelligence was meant to be the great social equalizer that helps promote fairness by removing human bias from the equation, but is this true? Given that the policing and judicial systems can display human bias, this book explores how the technology they use can also reflect these prejudices. From healthcare services to social scoring in exams, to applying for and getting loans, AI outcomes often restrict those most in need of these services. This book advises readers on what they can do to fight against it, including the introduction of a proposed AI Bill of Rights, whilst also providing specific recommendations for AI developers and technologists.

What effect do robots, algorithms, and online platforms have on the world of work? Using case studies and examples from across the EU, the UK, and the US, this book provides a compass to navigate this technological transformation as well as the regulatory options available, and proposes a new map for the era of radical digital advancements. Your Boss Is an Algorithm offers a guide to explore these new scenarios, their promises, and perils.

In an era where artificial intelligence (AI) drives unprecedented change, Debiasing AI examines the vital intersection of technology, innovation, and sustainability. This book confronts the pressing challenge of bias in AI systems, exploring its far-reaching implications for fairness, trust, and ethical practices. Through a multidisciplinary lens, the author examines how human biases are embedded in large language models, amplified by coded machine learning, and propagated through trained algorithms.

Women who use social media are often subjected to blatant sexual harassment, facing everything from name calling to threats of violence. Aside from being disturbing, what does this abuse tell us about gender and sexual norms? And can we use the Internet to resist, even transform, destructive misogynistic norms? Exploring the language of shaming and silencing women in the cybersphere, Tania Levey addresses these questions and also considers how online attempts to regulate women's behavior intersect with issues of race, ethnicity, and class.

Most Internet users are familiar with trolling--aggressive, foul-mouthed posts designed to elicit angry responses in a site's comments. Less familiar but far more serious is the way some use networked technologies to target real people, subjecting them, by name and address, to vicious, often terrifying, online abuse. In an in-depth investigation of a problem that is too often trivialized by lawmakers and the media, Danielle Keats Citron exposes the startling extent of personal cyber-attacks and proposes practical, lawful ways to prevent and punish online harassment. Cyber-harassment is a matter of civil rights law, Citron contends, and legal precedents as well as social norms of decency and civility must be leveraged to stop it.

In this exploration of the way racism is translated from the print-only era to the cyber era the author takes the reader through a devastatingly informative tour of white supremacy online. The book examines how white supremacist organizations have translated their printed publications onto the Internet. Included are examples of open as well as 'cloaked' sites which disguise white supremacy sources as legitimate civil rights websites. Interviews with a small sample of teenagers as they surf the web show how they encounter cloaked sites and attempt to make sense of them, mostly unsuccessfully. The result is a first-rate analysis of cyber racism within the global information age. The author debunks the common assumptions that the Internet is either an inherently democratizing technology or an effective 'recruiting' tool for white supremacists. The book concludes with a nuanced, challenging analysis that urges readers to rethink conventional ways of knowing about racial equality, civil rights, and the Internet.