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THE MIND'S MIRROR

RISK AND REWARD IN THE AGE OF AI

This equitable work offers something for both AI enthusiasts and skeptics.

An overview of the current and prospective benefits and perils of utilizing AI.

Rus, a roboticist and the first female director of MIT’s Computer Science and Artificial Intelligence Laboratory, and Mone follow up their first collaboration, The Heart and the Chip, by digging into the artificial brains inside the machines. The authors divide the book into three parts—“Powers,” “Fundamentals,” and “Stewardship”—and chapters bear concise, literal titles like “Speed,” “Generating,” and “Optimizing”; the longest is “Will AI Steal Your Job?” Accessible to a broad readership, that narrative delves into examples of how “we should think about making use of AI to accelerate processes in all areas of discovery, work, and life.” These areas include science, manufacturing, logistics, inventory management, transportation, and other industries, as well as in the home and in artistic contexts. “We should all think about using AI as a tool,” write the authors, “that can help us dig deeper, reach further, and imagine more boldly across all fields.” They point to ways in which AI can help synthesize raw data into useful knowledge. “It’s what we do with this information, and what ideas we generate from it, that really matters,” the authors write. "What we really want is to turn this knowledge into insight.” Citing numerous studies, they describe techniques for improving insight- and foresight-generating AI engines. Additionally, they present criticisms of the flaws, including vulnerability to hackers. One suggested protective measure is data distillation, which identifies common features of data and creates a new data set modeled on those patterns. To apply AI’s potential to a wide audience, the authors conclude, repeatedly, that people are more necessary than ever. Though the authors work in a highly technical field, they do an excellent job of speaking to nontechnical audiences.

This equitable work offers something for both AI enthusiasts and skeptics.

Pub Date: Aug. 6, 2024

ISBN: 9781324079323

Page Count: 256

Publisher: Norton

Review Posted Online: May 4, 2024

Kirkus Reviews Issue: June 1, 2024

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  • New York Times Bestseller

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UNCOMFORTABLE CONVERSATIONS WITH A JEW

An important dialogue at a fraught time, emphasizing mutual candor, curiosity, and respect.

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  • New York Times Bestseller

Two bestselling authors engage in an enlightening back-and-forth about Jewishness and antisemitism.

Acho, author of Uncomfortable Conversations With a Black Man, and Tishby, author of Israel: A Simple Guide to the Most Misunderstood Country on Earth, discuss many of the searing issues for Jews today, delving into whether Jewishness is a religion, culture, ethnicity, or community—or all of the above. As Tishby points out, unlike in Christianity, one can be comfortably atheist and still be considered a Jew. She defines Judaism as a “big tent” religion with four main elements: religion, peoplehood, nationhood, and the idea of tikkun olam (“repairing the world through our actions”). She addresses candidly the hurtful stereotypes about Jews (that they are rich and powerful) that Acho grew up with in Dallas and how Jews internalize these antisemitic judgments. Moreover, Tishby notes, “it is literally impossible to be Jewish and not have any connection with Israel, and I’m not talking about borders or a dot on the map. Judaism…is an indigenous religion.” Acho wonders if one can legitimately criticize “Jewish people and their ideologies” without being antisemitic, and Tishby offers ways to check whether one’s criticism of Jews or Zionism is antisemitic or factually straightforward. The authors also touch on the deteriorating relationship between Black and Jewish Americans, despite their historically close alliance during the civil rights era. “As long as Jewish people get to benefit from appearing white while Black people have to suffer for being Black, there will always be resentment,” notes Acho. “Because the same thing that grants you all access—your skin color—is what grants us pain and punishment in perpetuity.” Finally, the authors underscore the importance of being mutual allies, and they conclude with helpful indexes on vernacular terms and customs.

An important dialogue at a fraught time, emphasizing mutual candor, curiosity, and respect.

Pub Date: April 30, 2024

ISBN: 9781668057858

Page Count: 256

Publisher: Simon Element

Review Posted Online: March 13, 2024

Kirkus Reviews Issue: April 15, 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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