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 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
A philosophically rich critique of state violence and mass apathy.
An Egyptian Canadian journalist writes searchingly of this time of war.
“Rules, conventions, morals, reality itself: all exist so long as their existence is convenient to the preservation of power.” So writes El Akkad, who goes on to state that one of the demands of modern power is that those subject to it must imagine that some group of people somewhere are not fully human. El Akkad’s pointed example is Gaza, the current destruction of which, he writes, is causing millions of people around the world to examine the supposedly rules-governed, democratic West and declare, “I want nothing to do with this.” El Akkad, author of the novel American War (2017), discerns hypocrisy and racism in the West’s defense of Ukraine and what he views as indifference toward the Palestinian people. No stranger to war zones himself—El Akkad was a correspondent in Afghanistan and Iraq—he writes with grim matter-of-factness about murdered children, famine, and the deliberate targeting of civilians. With no love for Zionism lost, he offers an equally harsh critique of Hamas, yet another one of the “entities obsessed with violence as an ethos, brutal in their treatment of minority groups who in their view should not exist, and self-decreed to be the true protectors of an entire religion.” Taking a global view, El Akkad, who lives in the U.S., finds almost every government and society wanting, and not least those, he says, that turn away and pretend not to know, behavior that we’ve seen before and that, in the spirit of his title, will one day be explained away until, in the end, it comes down to “a quiet unheard reckoning in the winter of life between the one who said nothing, did nothing, and their own soul.”
A philosophically rich critique of state violence and mass apathy.Pub Date: Feb. 25, 2025
ISBN: 9780593804148
Page Count: 224
Publisher: Knopf
Review Posted Online: Dec. 14, 2024
Kirkus Reviews Issue: Jan. 15, 2025
BOOK REVIEW
BOOK REVIEW
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