IAPP AIGP 認定試験の出題範囲：

参照：https://iapp.org/certify/aigp/

IAPP AIGP 試験概要:

IAPP Certified Artificial Intelligence Governance Professional 認定 AIGP 試験問題：

問題 #1
Which of the following best describes the data minimization principle as it relates to an AI model?

A. Only use personal data during the inference phase.
B. Avoid training the model on personal data.
C. Include techniques such as adding noise or using synthetic data.
D. Review all the data manually.

問題 #2
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 Science and Technology Council (NSTC).
B. National Institute of Standards and Technology (NIST).
C. Department of Homeland Security (DHS).
D. Office of Science and Technology Policy (OSTP).

問題 #3
The most important factor in ensuring fairness when training an Al system is?

A. The architecture and model selection.
B. The data labeling and classification.
C. The model accuracy and scale.
D. The data attributes and variability.

問題 #4
A deployer discovers that a high-risk AI recruiting system has been making widespread errors, resulting in harms to the rights of a considerable number of EU residents who are denied consideration for jobs for improper reasons such as ethnicity, gender and age.
According to the EU AI Act, what should the company do first?

A. Identify any decisions that may have been improperly made and re-open them for human review.
B. Notify the provider, the distributor, and finally the relevant market authority of the serious incident.
C. Submit an incomplete report to the relevant market authority immediately and follow up with a complete report as soon as possible.
D. Conduct a thorough investigation of the serious incident within the 15 day timeline and present the completed report to the relevant market authority.

問題 #5
CASE STUDY
A global marketing agency is adapting a large language model ("LLM") to generate content for an upcoming marketing campaign for a client's new product: a hard hat designed for construction workers of any gender to better protect them from head injuries.
The marketing agency is accessing the LLM through an application programming interface ("API")developed by a third-party technology company. They want to generate text to be used for targeted advertising communications that highlight the benefits of the hard hat to potential purchasers. Both the marketing agency and the technology company have taken reasonable steps to address Al governance.
The marketing company has:
* Entered into a contract with the technology company with suitable representations and warranties.
* Completed an impact assessment on the LLM for this intended use.
* Built technical guidance on how to measure and mitigate bias in the LLM.
* Enabled technical aspects of transparency, explainability, robustness and privacy.
* Followed applicable regulatory requirements.
* Created specific legal statements and disclosures regarding the use of the Al on its client's advertising.
The technology company has:
* Provided guidance and resources to developers to address environmental concerns.
* Build technical guidance on how to measure and mitigate bias in the LLM.
* Provided tools and resources to measure bias specific to the LLM.
* Enabled technical aspects of transparency, explainability, robustness and privacy.
* Mapped and mitigated potential societal harms and large-scale impacts.
* Followed applicable regulatory requirements and industry standards.
* Created specific legal statements and disclosures regarding the LLM. including with respect to IP and rights to data.
The agency has taken governance actions such as:
Conducting an impact assessment
Providing legal disclosures
Enabling bias mitigation and explainability
Complying with regulatory requirements
Which of the following should be included in the marketing company's disclosures about the use of the LLM EXCEPT?

A. Intended purpose
B. Compliance with law
C. Acknowledgement of limitations
D. Proprietary methods

解説：