Is big data unfair?

How big data is unfair

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As we’re on the cusp of using machine learning for rendering basically all kinds of consequential decisions about human beings in domains such as education, employment, advertising, health care and policing, it is important to understand why machine learning is not, by default, fair or just in any meaningful way.

This runs counter to the widespread misbelief that algorithmic decisions tend to be fair, because, y’know, math is about equations and not skin color.

Source: How big data is unfair | Moritz Hardt