ISACA Certified Artificial Intelligence Auditor (CAIA) — Question 11

The PRIMARY objective of machine learning (ML) in data processing is to:

Answer options

• A. analyze data sets to identify visual patterns and trends.
• B. enhance the explainability of AI model outputs.
• C. draw statistical inferences for creating artificial human intelligence.
• D. perform actions that would typically require human intelligence.

Correct answer: D

Explanation

The correct answer is D because the primary goal of machine learning is to automate tasks that would normally require human cognitive abilities. Options A, B, and C, while related to data processing and AI, do not capture the core function of ML, which is to perform intelligent actions.