What are some case studies on bias in AI?

What are some case studies on bias in AI?

There are several notable case studies on bias in AI. One example is the COMPAS algorithm used in the criminal justice system, which was found to be biased against African American defendants.

Can you tell me more about the COMPAS case?

Sure! The COMPAS algorithm assesses the likelihood of a defendant reoffending. Investigations revealed it disproportionately flagged Black defendants as high risk compared to white defendants, raising concerns about fairness.

What impact did this case have on AI regulations?

The COMPAS case sparked discussions on the need for transparency and accountability in AI systems, leading to calls for stricter regulations and ethical guidelines in AI development.

Are there other examples of bias in AI?

Yes, another example is facial recognition technology, which has shown higher error rates for people of color compared to white individuals, leading to wrongful identifications.