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FEEDING THE MACHINE

THE HIDDEN HUMAN LABOR POWERING A.I.

A sobering and timely—if sometimes distracted—study of AI.

A look beyond the hype surrounding AI.

As researchers at the Oxford Internet Institute, Muldoon, Graham, and Cant have conducted a series of field studies concerning AI’s tangible inputs and impacts, from human labor to undersea cables to the energy needed for data storage and processing. This synthesis of their studies frames AI as an “extraction machine” that exacerbates rather than corrects centuries of global inequities and patterns of oppression. In each chapter, the authors examine a different, problematic node in the supply chain for AI’s large language models, centering individuals such as data annotators and fulfillment workers to illustrate the intentional opacity and profit-driven domination of a small group of tech companies that are quickly consolidating power in the age of AI. “The technology capitalism develops isn’t neutral,” the authors write. Rather, “it is built in the image of the system that birthed it.” While the authors are well aware of potential harmful long-term implications in AI’s development, use, and manipulation, their mission is not to incite hand wringing over apocalyptic hypotheticals. Rather than wallowing in such fatalism, they focus on how even the present reality of AI erects and strengthens barriers to justice, equality, and creativity, and they set forth recommendations for stepping off the current course. The authors’ own sensitivities and proclivities are evident, including hyperexcitement about the ability of labor unions to lead such a corrective, and many of the alarms they sound are not particular to AI, leading some sections to wander and lose urgency. Still, their look beneath the hood of some of technology’s most heralded advances brings to public awareness critical issues regarding AI, its colonial roots, and its exploitative tendencies that society would do well to discuss and debate sooner rather than later.

A sobering and timely—if sometimes distracted—study of AI.

Pub Date: Aug. 6, 2024

ISBN: 9781639734962

Page Count: 368

Publisher: Bloomsbury

Review Posted Online: May 30, 2024

Kirkus Reviews Issue: July 1, 2024

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GOOD ECONOMICS FOR HARD TIMES

Occasionally wonky but overall a good case for how the dismal science can make the world less—well, dismal.

“Quality of life means more than just consumption”: Two MIT economists urge that a smarter, more politically aware economics be brought to bear on social issues.

It’s no secret, write Banerjee and Duflo (co-authors: Poor Economics: A Radical Rethinking of the Way To Fight Global Poverty, 2011), that “we seem to have fallen on hard times.” Immigration, trade, inequality, and taxation problems present themselves daily, and they seem to be intractable. Economics can be put to use in figuring out these big-issue questions. Data can be adduced, for example, to answer the question of whether immigration tends to suppress wages. The answer: “There is no evidence low-skilled migration to rich countries drives wage and employment down for the natives.” In fact, it opens up opportunities for those natives by freeing them to look for better work. The problem becomes thornier when it comes to the matter of free trade; as the authors observe, “left-behind people live in left-behind places,” which explains why regional poverty descended on Appalachia when so many manufacturing jobs left for China in the age of globalism, leaving behind not just left-behind people but also people ripe for exploitation by nationalist politicians. The authors add, interestingly, that the same thing occurred in parts of Germany, Spain, and Norway that fell victim to the “China shock.” In what they call a “slightly technical aside,” they build a case for addressing trade issues not with trade wars but with consumption taxes: “It makes no sense to ask agricultural workers to lose their jobs just so steelworkers can keep theirs, which is what tariffs accomplish.” Policymakers might want to consider such counsel, especially when it is coupled with the observation that free trade benefits workers in poor countries but punishes workers in rich ones.

Occasionally wonky but overall a good case for how the dismal science can make the world less—well, dismal.

Pub Date: Nov. 12, 2019

ISBN: 978-1-61039-950-0

Page Count: 432

Publisher: PublicAffairs

Review Posted Online: Aug. 28, 2019

Kirkus Reviews Issue: Sept. 15, 2019

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102 MINUTES

THE UNTOLD STORY OF THE FIGHT TO SURVIVE INSIDE THE TWIN TOWERS

Swift, photographic prose defines the dimensions of hell—and of humanity. (8-page photo insert)

Two New York Times reporters take us inside the World Trade Center on 9/11 to give us a more capacious view of heroism.

Dwyer (Subway Lives, 1991, etc.), who won a Pulitzer as part of the group that covered the 1993 WTC bombing, teamed with special-projects editor Flynn to interview scores of survivors and their families; the pair also studied e- and voice-mails from those inside. From these sources they’ve pieced together a powerful account of the disaster that hesitates neither to confer laurels nor point fingers. Their technique is not novel: we move around the buildings, getting to know some folks employed there and learning names and histories of rescue workers. We know the buildings will fall; those inside do not. (Most people fleeing the north tower didn’t discover until they got outside that the south had fallen.) The authors lard their tale with surprising and alarming detail. The Marriott swimming pool caught fire. A man carried a disabled woman 54 floors down to the street. A fireman was killed by a falling human being. Molten aluminum from a melting airliner poured from an 80th-floor window. A dead cop’s gun went off in the searing heat. Their account of the rescue efforts is equally disturbing. The various agencies were unable to communicate with one another; firemen carrying 57 pounds of equipment struggled slowly up stairs choked by smoke, heat, and debris; 911 dispatchers gave mixed messages to those inside; about a hundred firemen died in the north tower because they had stopped to rest on floor 19 and didn’t hear the evacuation order. The authors conclude that most of the rescuing was done by civilians helping one another, not by policemen and firemen. Flynn and Dwyer do not seek to diminish what the safety officers did; instead, they celebrate the extraordinary capacities of ordinary folk.

Swift, photographic prose defines the dimensions of hell—and of humanity. (8-page photo insert)

Pub Date: Jan. 12, 2005

ISBN: 0-8050-7682-4

Page Count: 320

Publisher: Times/Henry Holt

Review Posted Online: May 19, 2010

Kirkus Reviews Issue: Oct. 15, 2004

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