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An AI system uses biased data and also lacks transparency. What combined effect can this cause?

hard📝 Application Q9 of 15
AI for Everyone - AI Ethics and Society
An AI system uses biased data and also lacks transparency. What combined effect can this cause?
AReduced bias automatically
BHidden unfair decisions that are hard to challenge
CClear explanations for all decisions
DFaster and more accurate results
Step-by-Step Solution
Solution:

  1. Step 1: Understand bias and transparency issues

    Biased data causes unfair decisions; lack of transparency hides them.

  2. Step 2: Identify combined effect

    Hidden unfairness makes it difficult for people to detect or fix problems.

  3. Final Answer:

    Hidden unfair decisions that are hard to challenge -> Option B

  4. Quick Check:

    Bias + opacity = Hidden unfairness [OK]
Quick Trick: Bias plus no transparency hides unfairness [OK]
Common Mistakes:
  • Assuming lack of transparency improves accuracy
  • Thinking bias reduces automatically

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