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How data and artificial intelligence create a new, abstract digital subject

Ideal Subjects examines how samples of our lives and daily behaviors have come to reside in the world of data and artificial intelligence—and what this means for who we are and what we may become. Detailing how AI-facilitated algorithmic prediction and data modeling make “ideal subjects” of us, Olga Goriunova explores the complex ways we relate to these digital abstractions.

As more and more of our experience is funneled through computational records and models, datafied aspects of our lives are segmented and reconfigured to operate as new entities. Rather than viewing these abstract assemblages as extensions of our selves, Goriunova encourages us to consider these products of computational processes as an entirely new kind of subject, one that is both more and less than a human.

Through close readings of contemporary digital practices and data analytics, Goriunova exposes the profound ethical, aesthetic, and political implications of producing and managing these new digital subjects. Highlighting the distinctive impact of computation on contemporary subject formation while placing the present within a history of shifting conceptions of the subject, she gives us much-needed tools for understanding how our intimate selves are rendered by the abstract entities of big data. Ideal Subjects presents an uncanny and deeply fascinating portrait of modern subjectivity in the technological age.

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Uncovering race, gender, and sexual biases in popular self-publishing platforms

The average reader need not go far in a bookstore before, knowingly or not, they encounter authors who started their careers by self-publishing prior to achieving commercial success. Examples include Margaret Atwood, Andy Weir, Colleen Hoover, Anna Todd, E. L. James, Scarlett St. Clair, and many more. Such stories of self-made writers are compelling and seem more attainable to others with the accessibility of modern publishing platforms such as Amazon, Apple, Google, Kobo, Wattpad, Webtoon, Radish, Inkitt, Qidian, Tapas, and Swoon Reads. However, as Claire Parnell uncovers in her examination of the two most popular—Amazon and Wattpad—these services in fact perpetuate systemic racial, gender, and sexual bias against authors of color and queer authors through their technological, economic, social, and cultural structures.

At a time when there is a real reckoning with the discrimination that has resulted in publishing opportunities for only relatively few privileged authors—who are often White, upper class, and male—self-publishing presents itself as an equalizer of sorts. Exploring that idea, Parnell shows that these platforms are not just intermediaries for information; they structure content and users in multiple, often inequitable, ways through their ability to set market conditions and apply algorithmic sorting. Combining original interviews, walkthrough method, metadata analysis, and more, Parnell finds that self-publishing platforms reproduce challenges for authors from marginalized communities. Far from equalizing the market, the new platforms instead frequently perpetuate the stubborn barriers to mainstream success for BIPOC and queer authors.

When someone faces a difficult intellectual freedom (IF) issue, they usually don’t have time to wade through dense text to find the answers they need. Designed as a real-world reference, OIF’s Intellectual Freedom Manual provides trusted, comprehensive guidance for every library worker, from the volunteer to the director, in plain language. Whether you’re developing or reviewing policies, on-boarding new staff or trustees, responding to challenges and controversies, or studying librarianship, you’ll find this a vital tool, with features such as

• contributions that center the voices of Black, Indigenous, and other People of Color (BIPOC) and LGBTQIA+ people, who are often targeted by censorship efforts;
• chapters that begin with an overview explaining the big ideas and offering reflection questions;
• an introduction to IF and why it matters, drawing on ALA's core IF documents and supported with adaptable policy worksheets;
• information and best practice guidance on key topics such as access, children and youth, censorship and internet filtering, collection development and management, copyright, meeting rooms and exhibit spaces, library programming, politics and religion, privacy, and visits and requests from law enforcement;
• stories from real people whose lives have been impacted by IF, showing how library policies shape culture, protect staff and users, and affect real people;
• concise breakdowns of IF issues from legal experts, helping you understand the laws and how they apply in real situations;
• practical advice on advocating for IF, getting help when challenges arise, lobbying, and working with your elected officials;
• a thorough index to help you quickly find the information you need; and
• a helpful glossary and selected bibliography of additional resources.

1. Motivation: In the ocean of mathematical definitions, theorems, and equations, why should we spend our time on this particular topic but not another?
2. Intuition: When going through the deviations, is there a geometric interpretation or physics beyond those equations?
3. Implication: After we have learned a topic, what new problems can we solve?