How does AI bias impact decision-making?
AI bias can lead to unfair outcomes, affecting decisions in hiring, law enforcement, and healthcare.
Can you give an example of AI bias in hiring?
Sure! An AI system trained on historical hiring data may favor candidates from certain demographics, perpetuating bias.
What are some ways to mitigate AI bias?
Mitigating AI bias involves diverse training data, regular audits, and implementing fairness algorithms.
Is there a way to measure bias in AI systems?
Yes, bias can be measured using metrics like disparate impact, equal opportunity, and fairness indicators.
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