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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Discover the untold story of why homeschooling moved from the margins to the mainstream of American education. In this groundbreaking study Skipping School: A History of American Homeschooling and How It Went Mainstream (William B. Eerdmans Publishing Company, 2026), historian Dixie Dillon Lane traces the rise of homeschooling in the United States, from the modern movement's beginnings in the 1950s as a fringe activity to its current status as a widely accepted educational choice. Through compelling nationwide data and vivid case studies from Los Angeles County, Lane uncovers a powerful truth: homeschooling taps into long-held American beliefs in local control and parental rights that have shaped our nation's schools for generations. Writing in an engaging, accessible style, Lane demonstrates how homeschooling's rise reflects Americans' response to the increasing centralization of public education. As public schools have shifted toward consolidation and away from local oversight, parents have rediscovered their voice, choosing homeschooling as an innovative way to renew parental influence in education. Unlike most authors writing on this topic, Lane writes as both a credentialed historian and an experienced homeschooling parent. As such, she offers an honest, balanced view that acknowledges the homeschooling movement's challenges as well as its strengths. Skipping School will be of interest to parents, historians, educators, policymakers, and anyone seeking a fuller understanding of American education.

Dixie Dillon Lane holds a PhD in history from the University of Notre Dame and is a homeschooling mother of four (who writes at The Bad Homeschool Moms substack). She serves as an associate editor of Hearth & Field and a contributing editor of Front Porch Republic.

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