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Weapons of Math Destruction: How Big Data Increases Inequality and
Threatens Democracy
'A manual for the 21st-century citizen...
accessible, refreshingly critical, relevant and urgent' - Financial
Times 'Fascinating and deeply disturbing' - Yuval Noah Harari, Guardian
Books of the Year In this New York Times bestseller, Cathy O'Neil, one
of the first champions of algorithmic accountability, sounds an alarm on
the mathematical models that pervade modern life -- and threaten to rip
apart our social fabric.We live in the age of the algorithm.
Increasingly, the decisions that affect our lives - where we go to
school, whether we get a loan, how much we pay for insurance - are being
made not by humans, but by mathematical models. In theory, this should
lead to greater fairness: everyone is judged according to the same
rules, and bias is eliminated. And yet, as Cathy O'Neil reveals in this
urgent and necessary book, the opposite is true. The models being used
today are opaque, unregulated, and incontestable, even when they're
wrong. Most troubling, they reinforce discrimination. Tracing the arc of
a person's life, O'Neil exposes the black box models that shape our
future, both as individuals and as a society. These "weapons of math
destruction" score teachers and students, sort CVs, grant or deny loans,
evaluate workers, target voters, and monitor our health. O'Neil calls
on modellers to take more responsibility for their algorithms and on
policy makers to regulate their use. But in the end, it's up to us to
become more savvy about the models that govern our lives. This important
book empowers us to ask the tough questions, uncover the truth, and
demand change.
Cathy O'Neil may refer to:
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