They can harm the vulnerable from "summary" of Weapons of Math Destruction by Cathy O'Neil
The insidious nature of Weapons of Math Destruction lies in their ability to harm those who are most vulnerable in society. These models perpetuate and even exacerbate existing inequalities by systematically disadvantaging certain groups. For example, in the case of predictive policing algorithms, they often target low-income neighborhoods, which are predominantly inhabited by people of color. As a result, these communities are subjected to higher levels of police surveillance and scrutiny, leading to increased rates of incarceration and further marginalization. Similarly, in the realm of education, standardized testing algorithms can have detrimental effects on students from disadvantaged backgrounds. By relying solely on test scores to evaluate schools and teachers, these models fa...
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