Which of the following is the MOST important key indicator to assess when auditing the deployment of AI in predictive maintenance system in manufacturing operations?
Answer(s): C
The most important key indicator is the reduction in downtime and maintenance costs due to AI use. This directly measures the effectiveness and business value of the predictive maintenance system in manufacturing operations.
Which of the following is the BEST reason that recurrent neural networks enable language translation of documents?
Answer(s): A
Recurrent neural networks handle sequential data by retaining information from earlier inputs, making them well-suited for tasks like language translation where understanding word order and context across a sequence is essential.
Which of the following is the BEST way to mitigate data poisoning in an AI model?
Robust data validation protocols help detect and prevent malicious or corrupted data from entering the training pipeline, directly reducing the risk of data poisoning attacks.
An IS auditor reviewed an AI-enabled software for processing a bank’s financial information and discovered errors in the training data. Which of the following would BEST mitigate this risk?
Answer(s): B
Data quality testing directly addresses errors in the training data by validating completeness, accuracy, and integrity, thereby reducing the risk of incorrect model behavior caused by flawed inputs.
Which of the following types of AI can use unlabeled data sets to imitate human learning behavior?
Answer(s): D
Unsupervised learning enables AI models to learn patterns and structures directly from unlabeled data, allowing them to imitate aspects of human exploratory learning without predefined outputs.
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