AAIR: Advanced in AI Risk

By Isaca · Question Mode

QuestionQ82

AI Life Cycle Risk Management

A risk practitioner discovers that a credit-scoring AI system is demonstrating bias that cannot be removed through additional training. Which of the following is the risk practitioner’s BEST recommendation?

Explanation

An irreducibly biased credit-scoring AI system can produce discriminatory lending outcomes and create material legal, regulatory, and reputational risk. Taking it out of production stops the ongoing harmful decisions while an appropriate remediation or replacement approach is developed.

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