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" What’s different here is the focus on the proxy when far more relevant data is available. I cannot imagine a more meaningful piece of data for auto insurers than a drunk driving record. It is evidence of risk in precisely the domain they’re attempting to predict. It’s far better than other proxies they consider, such as a high school student’s grade point average. Yet it can count far less in their formula than a score drawn from financial data thrown together on a credit report (which, as we’ve seen, is sometimes erroneous). "

Cathy O'Neil , Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy


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Cathy O'Neil quote : What’s different here is the focus on the proxy when far more relevant data is available. I cannot imagine a more meaningful piece of data for auto insurers than a drunk driving record. It is evidence of risk in precisely the domain they’re attempting to predict. It’s far better than other proxies they consider, such as a high school student’s grade point average. Yet it can count far less in their formula than a score drawn from financial data thrown together on a credit report (which, as we’ve seen, is sometimes erroneous).