by Cathy O'Neil ‧ RELEASE DATE: Sept. 6, 2016
An unusually lucid and readable look at the daunting algorithms that govern so many aspects of our lives.
How ill-conceived algorithms now micromanage America’s economy, from advertising to prisons.
“Welcome to the dark side of Big Data,” writes math guru O’Neil (Doing Data Science: Straight Talk from the Frontline, 2013, etc.), a blogger (mathbabe.org) and former quantitative analyst at the hedge fund D.E. Shaw. In this simultaneously illuminating and disturbing account, she describes the many ways in which widely used mathematic models—based on “prejudice, misunderstanding, and bias”—tend to punish the poor and reward the rich. The most harmful such models, which she calls “Weapons of Math Destruction,” often have devastating effects on people when they are going to college, borrowing money, getting sentenced to prison, or finding and holding a job. For example: credit scores are used to evaluate potential hires (assuming bad scores correlate with bad job performance, which is often not true); for-profit colleges use data to target and prey on vulnerable strivers, often plunging them into debt; auto insurance companies judge applicants by their consumer patterns rather than their driving records; crime predictive software often leads police to focus on nuisance crimes in impoverished neighborhoods. As the author notes, the harmful effects are apparent “when a poor minority teenager gets stopped, roughed up, and put on warning by the local police, or when a gas station attendant who lives in a poor zip code gets hit with a higher insurance bill.” She notes the same mathematical models “place the comfortable classes of society in their own marketing silos,” jetting them off to vacations in Aruba, wait-listing them at Wharton, and generally making their lives “smarter and easier.” The author writes with passion—a few years ago she became disillusioned over her hedge fund modeling and joined the Occupy movement—but with the authority of a former Barnard professor who is outraged at the increasingly wrongheaded use of mathematics. She convincingly argues for both more responsible modeling and federal regulation.
An unusually lucid and readable look at the daunting algorithms that govern so many aspects of our lives.Pub Date: Sept. 6, 2016
ISBN: 978-0-553-41881-1
Page Count: 272
Publisher: Crown
Review Posted Online: July 18, 2016
Kirkus Reviews Issue: Aug. 1, 2016
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by Ta-Nehisi Coates ‧ RELEASE DATE: July 8, 2015
This moving, potent testament might have been titled “Black Lives Matter.” Or: “An American Tragedy.”
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The powerful story of a father’s past and a son’s future.
Atlantic senior writer Coates (The Beautiful Struggle: A Father, Two Sons, and an Unlikely Road to Manhood, 2008) offers this eloquent memoir as a letter to his teenage son, bearing witness to his own experiences and conveying passionate hopes for his son’s life. “I am wounded,” he writes. “I am marked by old codes, which shielded me in one world and then chained me in the next.” Coates grew up in the tough neighborhood of West Baltimore, beaten into obedience by his father. “I was a capable boy, intelligent and well-liked,” he remembers, “but powerfully afraid.” His life changed dramatically at Howard University, where his father taught and from which several siblings graduated. Howard, he writes, “had always been one of the most critical gathering posts for black people.” He calls it The Mecca, and its faculty and his fellow students expanded his horizons, helping him to understand “that the black world was its own thing, more than a photo-negative of the people who believe they are white.” Coates refers repeatedly to whites’ insistence on their exclusive racial identity; he realizes now “that nothing so essentialist as race” divides people, but rather “the actual injury done by people intent on naming us, intent on believing that what they have named matters more than anything we could ever actually do.” After he married, the author’s world widened again in New York, and later in Paris, where he finally felt extricated from white America’s exploitative, consumerist dreams. He came to understand that “race” does not fully explain “the breach between the world and me,” yet race exerts a crucial force, and young blacks like his son are vulnerable and endangered by “majoritarian bandits.” Coates desperately wants his son to be able to live “apart from fear—even apart from me.”
This moving, potent testament might have been titled “Black Lives Matter.” Or: “An American Tragedy.”Pub Date: July 8, 2015
ISBN: 978-0-8129-9354-7
Page Count: 176
Publisher: Spiegel & Grau
Review Posted Online: May 5, 2015
Kirkus Reviews Issue: July 1, 2015
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by Ta-Nehisi Coates ; illustrated by Jackie Aher
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by Paul Kalanithi ‧ RELEASE DATE: Jan. 19, 2016
A moving meditation on mortality by a gifted writer whose dual perspectives of physician and patient provide a singular...
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A neurosurgeon with a passion for literature tragically finds his perfect subject after his diagnosis of terminal lung cancer.
Writing isn’t brain surgery, but it’s rare when someone adept at the latter is also so accomplished at the former. Searching for meaning and purpose in his life, Kalanithi pursued a doctorate in literature and had felt certain that he wouldn’t enter the field of medicine, in which his father and other members of his family excelled. “But I couldn’t let go of the question,” he writes, after realizing that his goals “didn’t quite fit in an English department.” “Where did biology, morality, literature and philosophy intersect?” So he decided to set aside his doctoral dissertation and belatedly prepare for medical school, which “would allow me a chance to find answers that are not in books, to find a different sort of sublime, to forge relationships with the suffering, and to keep following the question of what makes human life meaningful, even in the face of death and decay.” The author’s empathy undoubtedly made him an exceptional doctor, and the precision of his prose—as well as the moral purpose underscoring it—suggests that he could have written a good book on any subject he chose. Part of what makes this book so essential is the fact that it was written under a death sentence following the diagnosis that upended his life, just as he was preparing to end his residency and attract offers at the top of his profession. Kalanithi learned he might have 10 years to live or perhaps five. Should he return to neurosurgery (he could and did), or should he write (he also did)? Should he and his wife have a baby? They did, eight months before he died, which was less than two years after the original diagnosis. “The fact of death is unsettling,” he understates. “Yet there is no other way to live.”
A moving meditation on mortality by a gifted writer whose dual perspectives of physician and patient provide a singular clarity.Pub Date: Jan. 19, 2016
ISBN: 978-0-8129-8840-6
Page Count: 248
Publisher: Random House
Review Posted Online: Sept. 29, 2015
Kirkus Reviews Issue: Oct. 15, 2015
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