Armi di distruzione matematica

Come i big data aumentano la disuguaglianza e minacciano la democrazia

Hardcover, 368 pages

Italiano language

Published Sept. 5, 2017 by Bompiani.

ISBN:
978-88-452-9421-1
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5 stars (2 reviews)

Lungi dall'essere modelli matematici oggettivi e trasparenti, gli algoritmi che ormai dominano la nostra quotidianità iperconnessa sono spesso vere e proprie "armi di distruzione matematica": non tengono conto di variabili fondamentali, incorporano pregiudizi e se sbagliano non offrono possibilità di appello. Queste armi pericolose giudicano insegnanti e studenti, vagliano curricula, stabiliscono se concedere o negare prestiti, valutano l'operato dei lavoratori, influenzano gli elettori, monitorano la nostra salute. Basandosi su case studies nei campi più disparati ma che appartengono alla vita di ognuno di noi, O'Neil espone i rischi della discriminazione algoritmica a favore di modelli matematici più equi ed etici. Perché rivestire i pregiudizi di un'apparenza statistica non li rende meno pregiudizi.

12 editions

An excellent demonstration of the devastating pervasiveness of Big Data

4 stars

This book takes you on a journey through all areas of life and shows how Big Data systems cause harm in all of them. Through the examination of these case studies, it also gets to the fundamental issues with Big Data and proposes ways to change our perspectives on it.

This book is really good. It is clear, understandable for a layperson and very well-rounded. I would give it a 5/5 if there weren't these two points:

  • it is completely US-centric. The case studies are all domestic. This weakens its explaining power for the rest of the world, imo. (this isn't to say that it doesn't make sense or that it's wrong for a US citizen to only write about the US)
  • it's 8 years old now, and while it's analyses are not at all outdated, the world of Big Data has evolved since 2016. I often wondered what ended …

Suit up for Combat!

5 stars

This was an exceptional book. It's not heavy into statistics but gives the rationale for what is a WMD (Weapon of Math Destruction) and WMDs maybe a new term but we have been under the exploitation of WMDs well before we think. It's not a new phenomenon but it is one that we should be aware of.

Take a read and learn how about them so that we can all do better to combat them and use math to not only help describe the world but make it a better place to live in.