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A city uses AI to predict crime hotspots but the data reflects past policing biases. How should ethics guide AI use here?

hard📝 Application Q8 of 15
AI for Everyone - AI Ethics and Society
A city uses AI to predict crime hotspots but the data reflects past policing biases. How should ethics guide AI use here?
AOnly use AI predictions for certain neighborhoods
BUse data as is to save time
CAdjust data and models to avoid reinforcing bias
DIgnore ethical concerns if AI is accurate
Step-by-Step Solution
Solution:

  1. Step 1: Recognize bias in historical crime data

    Past policing may have unfairly targeted some groups, biasing data.

  2. Step 2: Apply ethical AI principles

    Adjusting data and models helps prevent repeating unfair treatment.

  3. Final Answer:

    Adjust data and models to avoid reinforcing bias -> Option C

  4. Quick Check:

    Ethics = Fix bias in AI data [OK]
Quick Trick: Fix biased data before AI use [OK]
Common Mistakes:
  • Using biased data without changes
  • Ignoring ethics if AI seems accurate

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