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AIF-C01 · Question #112
AIF-C01 Question #112: Real Exam Question with Answer & Explanation
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Submitted by kwame.gh· Mar 30, 2026Guidelines for Responsible AI
Question
A large retail bank wants to develop an ML system to help the risk management team decide on loan allocations for different demographics. What must the bank do to develop an unbiased ML model?
Options
- AReduce the size of the training dataset.
- BEnsure that the ML model predictions are consistent with historical results.
- CCreate a different ML model for each demographic group.
- DMeasure class imbalance on the training dataset. Adapt the training process accordingly.
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Topics
#Machine Learning Bias#Class Imbalance#Fairness in AI#Responsible AI