What are some real-world examples of AI bias?
AI bias can be seen in various applications, such as hiring algorithms that favor certain demographics.
Can you give me a specific example?
Sure! One example is the COMPAS algorithm used in the criminal justice system, which has been shown to be biased against Black defendants.
How does this bias affect people?
This bias can lead to unfair sentencing and increased incarceration rates for marginalized groups.
What can be done to reduce AI bias?
To reduce AI bias, we can implement diverse training data, conduct regular audits, and involve ethicists in AI development.
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