AIGP IAPP Exam Questions and Free Practice Test

Question 13

- (Topic 1)
An EU bank intends to launch a multi-modal Al platform for customer engagement and automated decision-making assist with the opening of bank accounts. The platform has been subject to thorough risk assessments and testing, where it proves to be effective in not discriminating against any individual on the basis of a protected class.
What additional obligations must the bank fulfill prior to deployment?

A. The bank must obtain explicit consent from users under the privacy Directive.

B. The bank must disclose how the Al system works under the Ell Digital Services Act.

C. The bank must subject the Al system an adequacy decision and publish its appropriate safeguards.

D. The bank must disclose the use of the Al system and implement suitable measures for users to contest automated decision-making.

Correct Answer:D
Under the EU regulations, particularly the GDPR, banks using AI for decision-making must inform users about the use of AI and provide mechanisms for users to contest decisions. This is part of ensuring transparency and accountability in automated processing. Explicit consent under the privacy directive (A) and disclosing under the Digital Services Act (B) are not specifically required in this context. An adequacy decision is related to data transfers outside the EU (C).

Question 14

- (Topic 2)
An artist has been using an Al tool to create digital art and would like to ensure that it has copyright protection in the United States.
Which of the following is most likely to enable the artist to receive copyright protection?

A. Ensure the tool was trained using publicly available content.

B. Obtain a representation from the Al provider on how the tool works.

C. Provide a log of the prompts the artist used to generate the images.

D. Update the images in a creative way to demonstrate that it is the artist's.

Correct Answer:D
For the artist to receive copyright protection, the most effective approach is to demonstrate that the final artwork includes sufficient creative input by the artist. By updating or altering the images in a way that reflects the artist's personal creativity, the artist can claim originality, which is a core requirement for copyright protection under U.S. law. The other options do not directly address the originality and creative input required for copyright. This is highlighted in the sections on copyright protection in the IAPP AIGP Body of Knowledge.

Question 15

- (Topic 1)
A US company has developed an Al system, CrimeBuster 9619, that collects information about incarcerated individuals to help parole boards predict whether someone is likely to commit another crime if released from prison.
When considering expanding to the EU market, this type of technology would?

A. Require the company to register the tool with the EU database.

B. Be subject approval by the relevant EU authority.

C. Require a detailed conformity assessment.

D. Be banned under the EU Al Act.

Correct Answer:C
Under the EU AI Act, high-risk AI systems like CrimeBuster 9619 would require a detailed conformity assessment before being deployed in the EU market. This assessment ensures that the AI system complies with all relevant regulations and standards, addressing potential risks related to privacy, security, and discrimination. The company would not need to register the tool with the EU database (A), seek approval from an EU authority (B), or face a ban (D) as long as it meets the necessary conformity requirements.

Question 16

- (Topic 1)
According to the Singapore Model Al Governance Framework, all of the following are recommended measures to promote the responsible use of Al EXCEPT?

A. Determining the level of human involvement in algorithmic decision-making.

B. Adapting the existing governance structure algorithmic decision-making.

C. Employing human-over-the-loop protocols for high-risk systems.

D. Establishing communications and collaboration among stakeholders.

Correct Answer:C
The Singapore Model AI Governance Framework recommends several measures to promote the responsible use of AI, such as determining the level of human involvement in decision-making, adapting governance structures, and establishing communications and collaboration among stakeholders. However, employing human-over-the-loop protocols is not specifically mentioned in this framework. The focus is more on integrating human oversight appropriately within the decision-making process rather than exclusively employing such protocols. Reference: AIGP Body of Knowledge, section on AI governance frameworks.

Question 17

- (Topic 2)
In the machine learning context, feature engineering is the process of?

A. Converting raw data into clean data.

B. Creating learning schema for a model apply.

C. Developing guidelines to train and test a model.

D. Extracting attributes and variables from raw data.

Correct Answer:D
In the machine learning context, feature engineering is the process of extracting attributes and variables from raw data to make it suitable for training an AI model. This step is crucial as it transforms raw data into meaningful features that can improve the model's accuracy and performance. Feature engineering involves selecting, modifying, and creating new features that help the model learn more effectively. Reference: AIGP Body of Knowledge on AI Model Development and Feature Engineering.

Question 18

- (Topic 1)
Under the Canadian Artificial Intelligence and Data Act, when must the Minister of Innovation, Science and Industry be notified about a high-impact Al system?

A. When use of the system causes or is likely to cause material harm.

B. When the algorithmic impact assessment has been completed.

C. Upon release of a new version of the system.

D. Upon initial deployment of the system.

Correct Answer:D
According to the Canadian Artificial Intelligence and Data Act, high-impact AI systems must notify the Minister of Innovation, Science and Industry upon initial deployment. This requirement ensures that the authorities are aware of the deployment of significant AI systems and can monitor their impacts and compliance with regulatory standards from the outset. This initial notification is crucial for maintaining oversight and ensuring the responsible use of AI technologies. Reference: AIGP Body of Knowledge, domain on AI laws and standards.

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