New Books in Science, Technology, and Society

Since the advent of computers, society has fantasized about conversing with machines. In Divination Engines: Natural Language Processing, Artificial Intelligence, and the Making of Algorithmic Culture
(University of Chicago Press, 2026), Dr. Xiaochang Li shows readers how
that dream both fueled the demand for data and set the stage for
today’s generative AI. 

With original research and clear
explanations, Dr. Li elucidates the origins of what’s
known as natural language processing (NLP) and the heated
twentieth-century debates between computer scientists, linguists, and
communication engineers that shaped today’s technology. Starting with
early devices that recorded, analyzed, and attempted to interpret human
speech, she demonstrates
how computer speech recognition, particularly efforts led by Bell Labs
and IBM, advanced technology by deemphasizing linguistic meaning in
favor of statistical prediction. In other words, researchers gradually
abandoned systems that sought to understand human language, opting
instead for work-arounds
that simply predicted patterns in speech and text data. That solution
became incredibly and surprisingly adaptable. As Dr. Li reveals,
transforming linguistic questions into engineering ones ushered in the
routine operation of search engines, spam filters, and the varied
content sorting and recommendation mechanisms that regulate the access,
circulation, and legitimacy of information across every platform. But
this has all come at the cost of forever requiring copious and
ever-growing amounts of new data.

At its core, Divination Engines
illuminates how the artifacts of human communication—speech, text, and
images—have become both the fodder for and products of computers. This
connection between communication and computation, Li shows, has given
rise to data-driven analytics, machine learning, and today’s algorithmic
culture.

This interview was conducted by Dr. Miranda Melcher whose book
focuses on post-conflict military integration, understanding treaty
negotiation and implementation in civil war contexts, with qualitative
analysis of the Angolan and Mozambican civil wars. You can find
Miranda’s interviews on New Books with Miranda Melcher, wherever you get your podcasts. 
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This special episode features a short talk Peoples & Things host, Lee Vinsel, gave at the Jefferson Scholars Foundation in Charlottesville, Virginia. The event featured a great mix of historians and Science and Technology Studies scholars and was organized by Jacob Bruggeman, who recently finished his dissertation on the politics of computer hackers at Johns Hopkins University and is now headed to a job at Ohio State University. Thanks to Jacob for putting the event together and hearty congratulations on his accomplishments. In the talk, Vinsel argues that we are missing a synthetic social and economic history of how our adoption and use of digital technologies over the past fifty years has affected everyday life in many social spheres, including work, religion, politics, schools, and family life. He also points to some exemplary scholars who have laid some initial groundwork on these topics and gives some suggestions for primary and secondary sources we can use to do this work. Most of all, the talk is an open invitation to collective work - because doing this project well goes far beyond what any individual can do alone.
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Why does the American flag use stars to represent the states? In The Star-Spangled Republic: Political Astronomy and the Rise of the American Constellation (U Virginia Press, 2025), Eran Shalev answers this and many other questions, considering the cosmic imagery—so familiar today but so peculiar on reflection—that suffused the United States’ early political culture. In this comprehensive study, Shalev uncovers how “political astronomy”—the discussion and representation of politics through astronomical models, allusions, and metaphors—reflected and facilitated the emerging worldview that enabled Americans to justify and find meaning in the country’s new democratic modes of governance and its federal system. No other scholar has looked at American political rhetoric through this lens; in so doing, Shalev is able to explain in fascinating detail how Americans turned away from the sun of heliocentric monarchy toward the night sky full of federated constellations, and to discover republicanism imprinted in the firmament.
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Steve Feldstein's Bytes and Bullets: Global Rivalries, Private Tech, and the New Shape of Modern Warfare (St. Martin's Press,
2026) opens with a juxtaposition: China spending vast sums to reach the
far side of the moon, and Ukraine using cheap drones to blunt a far
larger military. Both are stories about technology and power, but they
point in opposite directions.

In our conversation, Feldstein
argues that the outcome of technological competition is not
predetermined. Small states, non-state actors, and private companies
with the right engineers can now challenge much stronger adversaries. We
discuss Iran, whose military innovation grew out of decades of
sanctions rather than in spite of them, and why Western analysts
dismissed what was in plain sight. We then turn to China and Feldstein's
concern that the United States is making unforced errors, hollowing out
the basic research on which its edge depends.

Bytes and Bullets
resists both technological determinism and the claim that nothing has
changed. But this book is also candid about what cannot be predicted: as
machines take on decisions humans once made, who, if anyone, will set
the limits?

Our guest is Steven Feldstein, a senior fellow at the Carnegie Endowment for International Peace in the Democracy, Conflict, and Governance Program.

Our host is Eleonora Mattiacci, an Associate Professor of Political Science at Amherst College. She is the author of "Volatile States in International Politics" (Oxford University Press, 2023).
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In Democracy in Power: A History of Electrification in the United States (University of Chicago Press, 2024), Sandeep Vaheesan recounts the rather overlooked story of how electricity spread across the U.S. economy during the 20th century. This book sheds careful light on the varied institutions and interests mediating the process, including investor-owned utilities and the rural electric cooperative. Vaheesan does not hesitate to critique the successes and failures cropping up along the way; rather, he lays them all bare in service of paving an actionable path toward the decarbonization and democratization of power.

Sandeep Vaheesan is the legal director at the Open Markets Institute. He leads their legal research and advocacy, including the amicus program. He has written and spoken widely on antimonopoly law and policy and building a fair economy. Previously, he worked at the Consumer Financial Protection Bureau and American Antitrust Institute.

Anna Olteanu is a senior in the College of Social Studies at Wesleyan University, where she focuses on intellectual history. Her interests include political ecology, the history of economic thought, and literary criticism.
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