Protecting individual rights is essential from "summary" of Weapons of Math Destruction by Cathy O'Neil
The idea that individual rights must be safeguarded is a fundamental principle in any society. It is the bedrock upon which our freedom and autonomy rest. Without the protection of our rights, we are vulnerable to exploitation and manipulation by those in positions of power. When it comes to the use of mathematical models and algorithms, this principle becomes even more critical. These tools have the potential to impact every aspect of our lives, from the advertisements we see online to the sentences handed down in courtrooms. Mathematical models are created by humans, and as such, they are not neutral or objective. They reflect the biases and assumptions of their creators, which can lead to discriminatory outcomes. When these models are used to make decisions that affect individuals, they have the power to infringe upon their rights. For example, an algorithm that determines who gets hired for a job may inadvertently discriminate against certain groups based on character...
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