What does it mean to learn when algorithms increasingly shape how knowledge is produced, organized, and interpreted? Editors Elizabeth de Freitas, Matthew X. Curinga, and Ezekiel J. Dixon-Román join Shreya Urvashi to talk about their book Learning Under Algorithmic Conditions (U Minnesota Press, 2026), a collection that examines how artificial intelligence and computational systems are changing education, cognition, and ideas of human intelligence. The editors discuss the complexities of algorithm, training data as curriculum, AI bias, and the concept of more-than-human learning. They also explore the relationship between contemporary technologies and colonial forms of reason, the limits of treating bias as a purely technical problem, and what happens to human agency as learning becomes increasingly entangled with algorithmic systems.

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How Girls Achieve points out a simple and overlooked truth: most schools never had girls in mind to begin with. That is why the world needs what Dr. Sally Nuamah calls “feminist schools,” deliberately designed to provide girls with achievement-oriented identities. And she shows how these schools would help all students, regardless of their gender.

Educated women raise healthier families, build stronger communities, and generate economic opportunities for themselves and their children. Yet millions of disadvantaged girls never make it to school—and too many others drop out or fail. Upending decades of advice and billions of dollars in aid, Dr, Nuamah argues that this happens because so many challenges girls confront—from sexual abuse to unequal access to materials and opportunities—go unaddressed. But it isn’t enough just to go to school. What you learn there has to prepare you for the world where you’ll put that knowledge to work.

Dr. Nuamah reveals that developing resilience is not a gender-neutral undertaking. Preaching grit doesn’t help girls; it actively harms them. Drawing on her deep immersion in classrooms in the United States, Ghana, and South Africa, Nuamah calls for a new approach: creating feminist schools that will actively teach girls how and when to challenge society’s norms, and allow them to carve out their own paths to success.

Guest: Dr. Sally A. Nuamah is an associate professor of Urban Politics in Human Development, Social Policy and Political Science (by courtesy) at Northwestern University. She has received numerous awards; began the TWII Foundation to provide funding for girls striving to be first in their families to go to college; and was a postdoctoral fellow at Princeton University and a Women and Public Policy fellow at the Harvard Kennedy School.

Host is: Dr. Christina Gessler is the producer of the both Academic Life podcast and the show’s weekly newsletter. She is a writing coach and developmental editor for academics.

Listeners may be interested in:

• Teacher By Teacher
• Doing the Work of Equity Leadership for Justice and Systems Change
• Black Girls and How We Fail Them
• Leading from the Margins
• How We Show Up
• How Schools Make Race
• Black Woman On Board
• Remembering Lucille
• Can I Say That?
• Teaching About Race And Racism

Welcome to Academic Life, the podcast for your academic journey—and beyond! Please join us again to learn from more experts inside and outside the academy, and around the world. Missed any of the 300+ Academic Life episodes? Find them here. And thank you for listening!

This episode was originally published Nov 6, 2020

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Teaching and Transformation in Popular Confucian Literature of the Late Qing (U Michigan Press, 2025) by Katherine L. Alexander explores how one late Qing Confucian reformer sought to rebuild society in the aftermath of the Taiping Civil War. Focusing on the prolific writer and teacher Yu Zhi (1809–1874), the book examines how he used writing, printing, education, and performance to promote a vision of moral renewal from the ground up, arguing that ordinary people could become agents of social transformation through literature and teaching.

Drawing on Yu Zhi’s extensive body of writings, the book shows how literature functioned not simply as a vehicle for moral instruction but as a practical tool for social reform. Through detailed and careful readings of Yu’s efforts to reach schoolchildren, women, and popular audiences through textbooks, morality plays, precious scrolls, and other forms of vernacular literature, the book reveals how conservative Confucian ideals were advanced through innovative and accessible media. More broadly, it offers a compelling portrait of how late imperial intellectuals responded to crisis and how they framed texts, performance, and education as a means to restore a fractured society.

Teaching and Transformation in Popular Confucian Literature of the Late Qing should appeal to readers interested in late Qing history, popular literature, religion, education, and anyone interested in how print and performance can be used to shape ideas about moral reform and social change.

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