Multiple Choice Flashcards on 01 Certified Artificial Intelligence Practition...

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Flashcard Practice Certified Artificial Intelligence Practitioner - CAIP Multiple Choice

An organization trains a candidate-ranking model on historical promotion decisions from a period with inconsistent review practices. What risk should be addressed?

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The history is ideal because it reflects how decisions were made in practice Promotion decisions should be predicted from employee names because names are easy to collect The model can correct past bias if the dataset is large enough The model may reproduce biased or inconsistent decisions unless data, labels, features, and outcomes are reviewed

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