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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4 stars (13 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.

13 editions

reviewed Weapons of math destruction by Cathy O'Neil

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.

Review of 'Weapons of Math Destruction' on 'Goodreads'

5 stars

This, I think, is one of the most important books I've read this year. For, one cannot expect to grasp even the most sketchy outline of our socio-economic reality if one is not familiar with the now-prevailing currency, namely data.

Computer is good at doing things fast, really fast. So, when it errs, it errs like the flash, resulting a gigantic accumulation of errors. It shouldn't be surprising that big data (a match made between statistics and computer science) with its inbuilt measures of inaccuracies paired with shortcomings in creating mathematical model that sufficiently mirror the reality will create tools of horrible injustice.

However, it is not always easy to notice. Technical difficulties and self-fulfilling feedback loop can deceive us quickly.

However, the writer herself have has been deep in this systems and saw these things closely. With her deep knowledge and a very conscientious mind, she is well equipped …

Review of 'Weapons of math destruction' on 'Goodreads'

4 stars

A tour through the algorithms that change our lives

The book takes a look at the rise of computer-generated approaches to the flood of personal data being gathered on us daily and takes a hard look at the unintended consequences of relying on them uncritically. The approach is anecdotal rather than scholarly in order to reach a wide audience. The reader does not need to know data science to grasp the ideas presented. In a concluding section, there are some suggestions on how to lessen the ill effects we have seen, and in an afterword a brief discussion of political polling breakdowns in the 2016 election.

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