RELIABLE AIGP TEST ANSWERS - LATEST AIGP DUMPS FREE

Reliable AIGP Test Answers - Latest AIGP Dumps Free

Reliable AIGP Test Answers - Latest AIGP Dumps Free

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IAPP Certified Artificial Intelligence Governance Professional Sample Questions (Q113-Q118):

NEW QUESTION # 113
CASE STUDY
Please use the following answer the next question:
A local police department in the United States procured an Al 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 Al system works by surveilling 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 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 Al 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 Al 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 Al system gives a score of at least 90% and proceed directly with an arrest.
What is the best reason the police department should continue to perform investigations even if the Al system scores an individual's likelihood of criminal activity at or above 90%?

  • A. Because the department did not perform an impact assessment for this intended use.
  • B. Because investigations may uncover information relevant to sentencing.
  • C. Because investigations may identify additional individuals involved in the crime.
  • D. Because Al systems that affect fundamental civil rights should not be fully automated.

Answer: D

Explanation:
The best reason for the police department to continue performing investigations even if the AI system scores an individual's likelihood of criminal activity at or above 90% is that AI systems affecting fundamental civil rights should not be fully automated. Human oversight is essential to ensure that decisions impacting civil liberties are made with due consideration of context and mitigating factors that an AI might not fully appreciate. This approach ensures fairness, accountability, and adherence to legal standards. Reference: AIGP Body of Knowledge on AI Ethics and Human Oversight.


NEW QUESTION # 114
Scenario:
Business A provides grammar and writing assistance tools and licenses a generative AI model from Business B to enhance its offerings. Business A is concerned that the AI model might produce inappropriate or toxic content and wants to implement governance processes to prevent this.
Which of the following governance processes should Business A take to best protect its users against potentially inappropriate text?

  • A. Business A should fine-tune the AI model on user-generated text that has been verified to be appropriate
  • B. Business A should ask Business B for detailed documentation on the generative AI model's training data and whether it contained toxic or obscene sources
  • C. Business A should establish a user reporting feature that allows users to flag toxic or obscene text, and report any incidents to Business B
  • D. Business A should test that the AI model performs as expected and meets their minimum requirements for filtering toxic or obscene text

Answer: D

Explanation:
The correct answer is B. According to responsible AI practices, pre-deployment testing to ensure the model behaves as expected and aligns with organizational requirements is critical.
From the AIGP ILT Guide:
"Testing for unacceptable outcomes such as toxicity, discrimination, or hallucinations should be included in the AI governance life cycle, particularly during development and prior to deployment." Also emphasized in the AI Governance in Practice Report 2024:
"Organizations must verify legal and regulatory compliance, monitor performance, and mitigate risks prior to deployment." Testing the model to meet safety and appropriateness standards is more proactive and preventive than relying solely on user reporting or requesting documentation.


NEW QUESTION # 115
CASE STUDY
Please use the following answer the next question:
XYZ Corp., a premier payroll services company that employs thousands of people globally, is embarking on a new hiring campaign and wants to implement policies and procedures to identify and retain the best talent. The new talent will help the company's product team expand its payroll offerings to companies in the healthcare and transportation sectors, including in Asia.
It has become time consuming and expensive for HR to review all resumes, and they are concerned that human reviewers might be susceptible to bias.
Address these concerns, the company is considering using a third-party Al tool to screen resumes and assist with hiring. They have been talking to several vendors about possibly obtaining a third-party Al-enabled hiring solution, as long as it would achieve its goals and comply with all applicable laws.
The organization has a large procurement team that is responsible for the contracting of technology solutions.
One of the procurement team's goals is to reduce costs, and it often prefers lower-cost solutions. Others within the company are responsible for integrating and deploying technology solutions into the organization's operations in a responsible, cost-effective manner.
The organization is aware of the risks presented by Al hiring tools and wants to mitigate them. It also questions how best to organize and train its existing personnel to use the Al hiring tool responsibly. Their concerns are heightened by the fact that relevant laws vary across jurisdictions and continue to change.
Which of the following measures should XYZ adopt to best mitigate its risk of reputational harm from using the Al tool?

  • A. Ensure the vendor assumes responsibility for all damages.
  • B. Direct the procurement team to select the most economical Al tool.
  • C. Test the Al tool pre- and post-deployment.
  • D. Continue to require XYZ's hiring personnel to manually screen all applicants.

Answer: C

Explanation:
To mitigate the risk of reputational harm from using an AI hiring tool, XYZ Corp should rigorously test the AI tool both before and after deployment. Pre-deployment testing ensures the tool works correctly and does not introduce bias or other issues. Post-deployment testing ensures the tool continues to operate as intended and adapts to any changes in data or usage patterns. This approach helps to identify and address potential issues proactively, thereby reducing the risk of reputational harm. Ensuring the vendor assumes responsibility for damages (B) does not address the root cause of potential issues, selecting the most economical tool (C) may compromise quality, and continuing manual screening (D) defeats the purpose of using the AI tool.


NEW QUESTION # 116
What is the technique to remove the effects of improperly used data from an ML system?

  • A. Data de-duplication.
  • B. Model inversion.
  • C. Model disgorgement.
  • D. Data cleansing.

Answer: C

Explanation:
Model disgorgement is the technique used to remove the effects of improperly used data from an ML system.
This process involves retraining or adjusting the model to eliminate any biases or inaccuracies introduced by the inappropriate data. It ensures that the model's outputs are not influenced by data that was not meant to be used or was used incorrectly. Reference: AIGP Body of Knowledge on Data Management and Model Integrity.


NEW QUESTION # 117
Which of the following best defines an "Al model"?

  • A. A corpus of data which an Al algorithm analyzes to make predictions.
  • B. A system that applies defined rules to execute tasks.
  • C. A program that has been trained on a set of data to find patterns within the data.
  • D. A system of controls that is used to govern an Al algorithm.

Answer: C

Explanation:
An AI model is best defined as a program that has been trained on a set of data to find patterns within that data. This definition captures the essence of machine learning, where the model learns from the data to make predictions or decisions. Reference: AIGP BODY OF KNOWLEDGE, which provides a detailed explanation of AI models and their training processes.


NEW QUESTION # 118
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