What are some examples of AI bias in different domains?

What are some examples of AI bias in different domains?

AI bias can occur in various domains such as hiring, law enforcement, and healthcare. For instance, in hiring, algorithms may favor candidates based on biased historical data.

Can you give me a specific example in healthcare?

Sure! In healthcare, AI systems used for diagnosing diseases may be less accurate for certain demographic groups if they were trained on data predominantly from one group.

How can we mitigate these biases?

Mitigating AI bias involves diversifying training data, implementing fairness checks, and continuously monitoring AI systems for biased outcomes.

Are there any regulations in place to address AI bias?

Yes, some countries are developing regulations to ensure fairness and accountability in AI systems, but enforcement and standards vary widely.