Weapons of Math Destruction
How Big Data Increases Inequality and Threatens Democracy
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Narrado por:
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Cathy O'Neil
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De:
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Cathy O'Neil
Acerca de esta escucha
Brought to you by Penguin.
In this New York Times best seller, 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.
©2022 Cathy O'Neil (P)2022 Penguin AudioLos oyentes también disfrutaron...
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In AI Superpowers, Kai-fu Lee argues powerfully that because of these unprecedented developments in AI, dramatic changes will be happening much sooner than many of us expected. Indeed, as the US-Sino AI competition begins to heat up, Lee urges the US and China to both accept and to embrace the great responsibilities that come with significant technological power.
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In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent - really - are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant methods of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought that led to recent achievements.
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Start understanding AI right here!
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Reseñas de la Crítica
"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)
Lo que los oyentes dicen sobre Weapons of Math Destruction
Calificaciones medias de los clientesReseñas - Selecciona las pestañas a continuación para cambiar el origen de las reseñas.
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Total4 out of 5 stars
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Ejecución4 out of 5 stars
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Historia4 out of 5 stars
- "peter_herder"
- 06-12-24
Great but room for follow-up
It‘s very interesting.
Recording is great and performance makes it obvious why it‘s good for the author to read their own works: because they understand it best.
Only small caveat for me is that it mainly highlights the societal repercussions, of WMDs. I was hoping for a bit more detail in the technicalities.
Maybe an idea for a follow-up book….
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