What are some case studies that illustrate AI bias?
An example of an AI chatbot conversation about AI bias case studies.
What are some case studies that illustrate AI bias?
There are several notable case studies that highlight AI bias. One example is the COMPAS algorithm used in the criminal justice system, which was found to disproportionately flag Black defendants as high risk.
Can you tell me more about the COMPAS case?
Sure! The COMPAS algorithm assesses the likelihood of a defendant reoffending. Investigations revealed that it was biased against Black individuals, leading to unfair sentencing.
What other examples of AI bias are there?
Another example is facial recognition technology, which has been shown to misidentify people of color at higher rates than white individuals, raising concerns about its use in law enforcement.
How can we mitigate AI bias in these systems?
Mitigating AI bias involves diverse training data, regular audits of algorithms, and implementing fairness guidelines during development.
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