What is algorithm bias and how does it affect society?
Algorithm bias refers to systematic errors in algorithms that lead to unfair outcomes. It can affect hiring, law enforcement, and more.
Can you give me an example of algorithm bias in real life?
Sure! One example is facial recognition technology, which has been shown to misidentify people of color at higher rates than white individuals.
What are the potential consequences of algorithm bias?
Consequences can include discrimination, loss of opportunities, and erosion of trust in technology and institutions.
How can we mitigate algorithm bias?
Mitigating algorithm bias involves diverse data sets, regular audits, and involving ethicists in the development process.
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