User experience is declining since the launch of a large language model (LLM) in internal networks. Which of the following should be the highest priority for the prompt engineers?
Answer(s): C
When user experience is declining after an LLM launch, the top priority for prompt engineers is quality control. Ensuring prompts produce accurate, relevant, and safe outputs directly improves usability and restores user trust.
A data set containing medical information is put into a machine learning (ML) model that is designed to predict specific illnesses for a population. In the process of verifying the reliability of the system, the compliance officer realizes that the system cannot reliably predict illnesses for certain segments of the population. Which of the following types of risk is most applicable to this case?
Answer(s): A
The model’s inability to reliably predict illnesses for certain population segments indicates bias in the dataset or training process. This leads to unfair or inaccurate outcomes for specific groups, making bias the most applicable risk in this case.
An organization is concerned with the exposure of sensitive data. Which of the following is the most relevant security concern?
Answer(s): B
Model inversion is a security concern where attackers can reconstruct or infer sensitive training data from the AI model’s outputs. This directly threatens data confidentiality, making it the most relevant concern for sensitive data exposure.
Faculty members at a university are concerned about potential inherent bias and inconsistency in one department’s AI plagiarism detection service.Which of the following principles will most likely to address their concerns?
A security administrator must provide access controls for AI systems to list tables. Which of the following should the administrator implement?
Answer(s): D
Since the requirement is to control which users or systems can list tables, the proper control lies at the data access level. Implementing data access controls ensures only authorized entities can view or query the underlying tables used by the AI system.
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