AAIR: Advanced in AI Risk

By Isaca · Question Mode

QuestionQ43

VerifiedAI Life Cycle Risk Management

Which of the following creates the GREATEST challenge when conducting root cause analysis for incidents involving AI systems and data?

Explanation

Lack of transparency can prevent investigators from tracing an AI system’s outputs to the relevant model behavior, data, decision logic, or pipeline component, making causal analysis difficult.

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