AI for Everyone - AI Ethics and Society
A company wants to use AI to screen job applicants fairly. Which approach best reduces bias?
A company wants to use AI to screen job applicants fairly. Which approach best reduces bias?
hard📝 Application Q15 of 15
Step-by-Step Solution
Solution:
Step 1: Understand how to reduce AI bias
Reducing bias needs diverse, balanced data and ongoing checks.Step 2: Evaluate options for fairness
Only Use diverse and balanced training data and regularly check AI decisions includes balanced data and regular checks to ensure fairness.Final Answer:
Use diverse and balanced training data and regularly check AI decisions -> Option BQuick Check:
Diverse data + checks = less AI bias [OK]
Quick Trick: Balanced data and checks reduce AI bias best [OK]
Common Mistakes:
- Using limited data thinking it's simpler
- Hiding AI decisions instead of checking
- Ignoring data quality and speed training
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