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IAPP AIGP Exam Sample Questions

Question # 1

What is the key feature of Graphical Processing Units (GPUs) that makes them well-suited to running Al applications?

A. GPUs run many tasks concurrently, resulting in faster processing.

B. GPUs can access memory quickly, resulting in lower latency than CPUs.

C. GPUs can run every task on a computer, making them more robust than CPUs.

D. The number of transistors on GPUs doubles every two years, making thechips smaller and lighter.

Answer

A. GPUs run many tasks concurrently, resulting in faster processing.

Explanation:

GPUs (Graphical Processing Units) are well-suited to running AI applications due to their ability to run many tasks concurrently, which significantly enhances processing speed. This parallel processing capability makes GPUs ideal for handling the large-scale computations required in AI and deep learning tasks.

Reference:

AIGP BODY OF KNOWLEDGE, which explains the importance of compute infrastructure in AI applications​​.

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Question # 2

What is the primary purpose of conducting ethical red-teaming on an Al system?

A. To improve the model's accuracy.

B. To simulate model risk scenarios.

C. To identify security vulnerabilities.

D. To ensure compliance with applicable law.

Answer

B. To simulate model risk scenarios.

Explanation:

The primary purpose of conducting ethical red-teaming on an AI system is to simulate model risk scenarios. Ethical red-teaming involves rigorously testing the AI system to identify potential weaknesses, biases, and vulnerabilities by simulating real-world attack or failure scenarios. This helps in proactively addressing issues that could compromise the system's reliability, fairness, and security.

Reference:

AIGP Body of Knowledge on AI Risk Management and Ethical AI Practices.

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Question # 3

According to the GDPR, an individual has the right to have a human confirm or replace an automated decision unless that automated decision?

A. Is authorized with the data subject s explicit consent.

B. Is authorized by applicable Ell law and includes suitable safeguards.

C. Is deemed to solely benefit the individual and includes documented legitimate interests.

D. Is necessary for entering into or performing under a contract between the data subject and data controller.

Answer

A. Is authorized with the data subject s explicit consent.

Explanation:

According to the GDPR, individuals have the right to not be subject to a decision based solely on automated processing, including profiling, which produces legal effects or similarly significantly affects them. However, there are exceptions to this right, one of which is when the decision is based on the data subject's explicit consent. This means that if an individual explicitly consents to the automated decision-making process, there is no requirement for human intervention to confirm or replace the decision. This exception ensures that individuals can have control over automated decisions that affect them, provided they have given clear and informed consent.

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Question # 4

Pursuant to the White House Executive Order of November 2023, who is responsible for creating guidelines to conduct red-teaming tests of Al systems?

A. National Institute of Standards and Technology (NIST).

B. National Science and Technology Council (NSTC).

C. Office of Science and Technology Policy (OSTP).

D. Department of Homeland Security (DHS).

Answer

A. National Institute of Standards and Technology (NIST).

Explanation:

The White House Executive Order of November 2023 designates the National Institute of Standards and Technology (NIST) as the responsible body for creating guidelines to conduct red-teaming tests of AI systems. NIST is tasked with developing and providing standards and frameworks to ensure the security, reliability, and ethical deployment of AI systems, including conducting rigorous red-teaming exercises to identify vulnerabilities and assess risks in AI systems.

[Reference: AIGP BODY OF KNOWLEDGE, sections on AI governance and regulatory frameworks, and the White House Executive Order of November 2023., , ]

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Question # 5

Which of the following most encourages accountability over Al systems?

A. Determining the business objective and success criteria for the Al project.

B. Performing due diligence on third-party Al training and testing data.

C. Defining the roles and responsibilities of Al stakeholders.

D. Understanding Al legal and regulatory requirements.

Answer

C. Defining the roles and responsibilities of Al stakeholders.

Explanation:

Defining the roles and responsibilities of AI stakeholders is crucial for encouraging accountability over AI systems. Clear delineation of who is responsible for different aspects of the AI lifecycle ensures that there is a person or team accountable for monitoring, maintaining, and addressing issues that arise. This accountability framework helps in ensuring that ethical standards and regulatory requirements are met, and it facilitates transparency and traceability in AI operations. By assigning specific roles, organizations can better manage and mitigate risks associated with AI deployment and use.

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