What are some examples of bias in AI?
Bias in AI can manifest in various ways, such as in facial recognition systems misidentifying people of color.
Can you give me another example?
Sure! In hiring algorithms, women may be unfairly rated lower than men based on biased training data.
How can we mitigate these biases?
Mitigating bias involves using diverse training data, regular audits, and implementing fairness guidelines in AI development.
Are there any real-world consequences of these biases?
Yes, biased AI can lead to discrimination in job hiring, law enforcement, and even healthcare, affecting lives significantly.
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