An informed analysis of one of the insidious elements of technology.
A sharp rebuke of technochauvinism.
Broussard brings her perspective as a multiracial woman, data journalist, and computer scientist to an eye-opening critique of racism, sexism, and ableism in technology. She decries technochauvinism, which she defines as “a kind of bias that considers computational solutions to be superior to all other solutions.” Examining the use of AI programs in areas such as facial recognition, learning assessment, and medical diagnosis, Broussard argues persuasively that algorithmic systems “often act in racist ways because they are built using training data that reflects racist actions or policies.” Moreover, these systems have been developed by “able-bodied, white, cis-gender, American men” who test programs on a similar pool. Racial bias is blatant when facial recognition programs are instituted in policing, leading to harassment and false arrests. “Facial recognition is known to work better on people with light skin than dark skin,” she writes, “better on men than on women, and it routinely misgenders trans, nonbinary, or gender nonconforming people.” Broussard explains clearly how data sets limit the efficacy of AI in predictive policing—“a strategy that uses statistics to predict future crimes”—as well as in medical diagnostics: “The skin cancer AIs are likely to work only on light skin because that’s what is in the training data.” The author draws on her own experience with breast cancer to point out the inadequacy of an AI assessment that missed her disease. Fortunately, her experienced doctor did not even consult the AI results. Broussard highlights the work of the Algorithmic Justice League, the Surveillance Technology Oversight Project, and other groups involved in algorithmic auditing. “If we are building AI systems that intervene in people’s lives,” she warns, “we need to maintain and inspect and replace the systems the same way we maintain and inspect and replace bridges and roads.”
An informed analysis of one of the insidious elements of technology.Pub Date: March 14, 2023
ISBN: 9780262047654
Page Count: 240
Publisher: MIT Press
Review Posted Online: Jan. 5, 2023
Kirkus Reviews Issue: Feb. 1, 2023
BOOK REVIEW
BOOK REVIEW
A short, smart analysis of perhaps the most famous passage in American history reveals its potency and unfulfilled promise.
Words that made a nation.
Isaacson is known for expansive biographies of great thinkers (and Elon Musk), but here he pens a succinct, stimulating commentary on the Founding Fathers’ ode to “life, liberty, and the pursuit of happiness.” His close reading of the Declaration of Independence’s second sentence, published to mark the 250th anniversary of the document’s adoption, doesn’t downplay its “moral contradiction.” Thomas Jefferson enslaved hundreds of people yet called slavery “a cruel war against human nature” in his first draft of the Declaration. All but 15 of the document’s 56 signers owned enslaved people. While the sentence in question asserted “all men are created equal” and possess “unalienable rights,” the Founders “consciously and intentionally” excluded women, Native Americans, and enslaved people. And yet the sentence is powerful, Isaacson writes, because it names a young nation’s “aspirations.” He mounts a solid defense of what ought to be shared goals, among them economic fairness, “moral compassion,” and a willingness to compromise. “Democracy depends on this,” he writes. Isaacson is excellent when explaining how Enlightenment intellectuals abroad influenced the founders. Benjamin Franklin, one of the Declaration’s “five-person drafting committee,” stayed in David Hume’s home for a month in the early 1770s, “discussing ideas of natural rights” with the Scottish philosopher. Also strong is Isaacson’s discussion of the “edits and tweaks” made to Jefferson’s draft. As recommended by Franklin and others, the changes were substantial, leaving Jefferson “distraught.” Franklin, who emerges as the book’s hero, helped establish municipal services, founded a library, and encouraged religious diversity—the kind of civic-mindedness that we could use more of today, Isaacson reminds us.
A short, smart analysis of perhaps the most famous passage in American history reveals its potency and unfulfilled promise.Pub Date: Nov. 18, 2025
ISBN: 9781982181314
Page Count: 80
Publisher: Simon & Schuster
Review Posted Online: Aug. 29, 2025
Kirkus Reviews Issue: Oct. 1, 2025
BOOK REVIEW
BOOK REVIEW
BOOK REVIEW
SEEN & HEARD
A moving meditation on mortality by a gifted writer whose dual perspectives of physician and patient provide a singular...
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
PERSPECTIVES
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