Highly useful advice for those who work with or are affected by AI—i.e., nearly everyone.
Two academics in the burgeoning field of AI survey the landscape and present an accessible state-of-the-union report.
Like it or not, AI is widespread. The present challenge involves strategies to use it properly, comprehend its limitations, and ask the right questions of the entrepreneurs promoting it as a cure for every social ill. The experienced authors bring a wealth of knowledge to their subject: Narayanan is a professor of computer science at Princeton and director of its Center for Information Technology Policy, and Kapoor is a doctoral candidate with hands-on experience of AI. They walk through the background of AI development and explain the difference between generative and predictive AI. They see great advantages in generative AI, which can provide, collate, and communicate massive amounts of information. Developers and regulators must take strict precautions in areas such as academic cheating, but overall, the advantages outweigh the problems. Predictive AI, however, is another matter. It seeks to apply generalized information to specific cases, and there are plenty of horror stories about people being denied benefits, having reputations ruined, or losing jobs due to the opaque decision of an AI system. The authors argue convincingly that when individuals are affected, there should always be human oversight, even if it means additional costs. In addition, the authors show how the claims of AI developers are often overoptimistic (to say the least), and it pays to look at their records as well as have a plan for regular review. Written in language that even nontechnical readers can understand, the text provides plenty of practical suggestions that can benefit creators and users alike. It’s also worth noting that Narayanan and Kapoor write a regular newsletter to update their points.
Highly useful advice for those who work with or are affected by AI—i.e., nearly everyone.Pub Date: Sept. 24, 2024
ISBN: 9780691249131
Page Count: 352
Publisher: Princeton Univ.
Review Posted Online: May 10, 2024
Kirkus Reviews Issue: July 1, 2024
A dauntless, moving account of a kidnapping and the horrors that followed.
Enduring the unthinkable.
This memoir—the first by an Israeli taken captive by Hamas on October 7, 2023—chronicles the 491 days the author was held in Gaza. Confined to tunnels beneath war-ravaged streets, Sharabi was beaten, humiliated, and underfed. When he was finally released in February, he learned that Hamas had murdered his wife and two daughters. In the face of scarcely imaginable loss, Sharabi has crafted a potent record of his will to survive. The author’s ordeal began when Hamas fighters dragged him from his home, in a kibbutz near Gaza. Alongside others, he was held for months at a time in filthy subterranean spaces. He catalogs sensory assaults with novelistic specificity. Iron shackles grip his ankles. Broken toilets produce an “unbearable stink,” and “tiny white worms” swarm his toothbrush. He gets one meal a day, his “belly caving inward.” Desperate for more food, he stages a fainting episode, using a shaving razor to “slice a deep gash into my eyebrow.” Captors share their sweets while celebrating an Iranian missile attack on Israel. He and other hostages sneak fleeting pleasures, finding and downing an orange soda before a guard can seize it. Several times, Sharabi—51 when he was kidnapped—gives bracing pep talks to younger compatriots. The captives learn to control what they can, trading family stories and “lift[ing] water bottles like dumbbells.” Remarkably, there’s some levity. He and fellow hostages nickname one Hamas guard “the Triangle” because he’s shaped like a SpongeBob SquarePants character. The book’s closing scenes, in which Sharabi tries to console other hostages’ families while learning the worst about his own, are heartbreaking. His captors “are still human beings,” writes Sharabi, bravely modeling the forbearance that our leaders often lack.
A dauntless, moving account of a kidnapping and the horrors that followed.Pub Date: Oct. 7, 2025
ISBN: 9780063489790
Page Count: 208
Publisher: Harper Influence/HarperCollins
Review Posted Online: Aug. 15, 2025
Kirkus Reviews Issue: Sept. 15, 2025
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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