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Free AIGP – Iapp AIGP Practice Test Question

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Showing 4–6 of 17 questions

Question 4 (Topic 1)

Which of the following considerations is the most important in mitigating the potential of bias in training and testing data?

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  • ○ Using privacy-enhancing tools to protect the data.
  • ○ Validating that the data is representative.
  • ○ Receiving explicit consent to use the data.
  • ○ Assessing the sufficiency of the third-party data.
Question 5 (Topic 1)

CASE STUDY - Please use the following to answer the next question: A local police department in the United States procured an AI system to monitor and analyze social media feeds, online marketplaces and other sources of public information to detect evidence of illegal activities (e.g., sale of drugs or stolen goods). The AI system works by surveying the public sites in order to identify individuals that are likely to have committed a crime. It cross-references the individuals against data maintained by law enforcement and then assigns a percentage score of the likelihood of criminal activity based on certain factors like previous criminal history, location, time, race and gender. The police department retained a third-party consultant to assist in the procurement process, specifically to evaluate two finalists. Each of the vendors provided information about their system’s accuracy rates, the diversity of their training data and how their system works. The consultant determined that the first vendor’s system has a higher accuracy rate and based on this information, recommended this vendor to the police department. The police department chose the first vendor and implemented its AI system. As part of the implementation, the department and consultant created a usage policy for the system, which includes training police officers on how the system works and how to incorporate it into their investigation process. The police department has now been using the AI system for a year. An internal review has found that every time the system scored a likelihood of criminal activity at or above 90%, the police investigation subsequently confirmed that the individual had, in fact, committed a crime. Based on these results, the police department wants to forego investigations for cases where the AI system gives a score of at least 90% and proceed directly with an arrest. During the procurement process, what is the most likely reason that the third-party consultant asked each vendor for information about the diversity of their datasets?

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  • ○ To comply with applicable law.
  • ○ To assess the fairness of the AI system.
  • ○ To evaluate the reliability of the AI system.
  • ○ To determine the explainability of the AI system.
Question 6 (Topic 1)

Retraining an LLM can be necessary for all of the following reasons EXCEPT:

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  • ○ To minimize degradation in prediction accuracy due to changes in data.
  • ○ To adjust the model’s hyperparameters to a specific use case.
  • ○ To account for new interpretations of the same data.
  • ○ To ensure interpretability of the model’s predictions.