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我々JpexamはIAPPのAIGP試験問題集をリリースする以降、多くのお客様の好評を博したのは弊社にとって、大変な名誉なことです。また、我々はさらに認可を受けられるために、皆様の一切の要求を満足できて喜ぶ気持ちでずっと協力し、完備かつ精確のAIGP試験問題集を開発するのに準備します。
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AIGP試験はJpexamの教材を準備し、高品質で合格率が高く、実際の試験を十分に理解しており、AIGP学習教材を長年にわたって作成した専門家によって完了します。彼らは、AIGP試験の準備をするときに受験者が本当に必要とするものを非常によく知っています。また、実際のAIGP試験の状況を非常によく理解しています。実際の試験がどのようなものかをお知らせします。AIGP試験問題のソフトバージョンを試すことができます。これにより、実際の試験をシミュレートできます。
質問 # 197
MULTI-SELECT
Please select 3 of the 5 options below. No partial credit will be given.
Training an AI model is time-consuming because of?
正解：A、B、D
解説：
Training an AI model is time-consuming primarily due tomodel complexity,large data volumes, and the need forhigh-quality, well-prepared data.
From theAI Governance in Practice Report 2024:
"Most AI requires sizeable amounts of high-quality data... to ensure desired and accurate output." (p. 15)
"The accuracy of AI model outputs depends significantly on the quality of their inputs." (p. 24)
"Complex AI systems... with many parameters... result in long development and training phases." (p. 32)
* B. Maturity of governanceaffects oversight, not training time.
* D. Number of stakeholdersaffects alignment, not direct training duration.
質問 # 198
CASE STUDY
Please use the following to answer the next question:
A leading insurance provider that offers a range of coverage options to individuals has decided to utilize AI to streamline and improve its customer acquisition and underwriting process, including the accuracy and efficiency of pricing policies. The company has engaged a cloud provider to utilize and fine-tune its pre-trained, general purpose large language model ("LLM").
The company intends to use its historical customer data - including applications, policies and claims - and proprietary pricing and risk strategies to provide an initial qualification assessment of potential customers, which would then be routed to a human underwriter for final review.
The company and the cloud provider have completed training and testing the LLM, performed a readiness assessment, and made the decision to deploy the LLM into production. They have designated an internal compliance team to monitor the model during the first month, specifically to evaluate the accuracy, fairness and reliability of its output.
After the first month in production, the company realizes that the LLM declines a higher percentage of women's applications.
Each of the following steps would support fairness testing by the compliance team during the first month in production EXCEPT:
正解：B
解説：
Providing applicants with information about model capabilities is important for transparency but does not directly support fairness testing, which focuses on evaluating and mitigating bias in decision-making.
質問 # 199
Which risk management framework/guide/standard focuses on value-based engineering methodology?
正解：B
解説：
The IEEE 7000-2021 Standard focuses on a value-based engineering methodology for addressing ethical concerns during system design. This standard guides engineers and organizations in integrating ethical considerations into the design and development processes of AI systems, ensuring that these technologies are developed responsibly and align with human values. Reference: AIGP Study Material, section on risk management frameworks and standards.
質問 # 200
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?
正解：C
解説：
The correct answer isB - Proprietary methods. While transparency is important, organizations arenot obligated to disclose proprietary algorithms, methods, or trade secretsin public disclosures.
From the AIGP Body of Knowledge - Transparency & Disclosures:
"AI system users should disclose the purpose, capabilities, limitations, and applicable legal context-but not sensitive IP." AI Governance in Practice Report2025(Transparency Section) states:
"Disclosure requirements balance public understanding with the need to protect proprietary business interests.
Proprietary training methods are not expected to be disclosed."
Thus, while it's best practice to disclose theintended purpose, legal compliance, and system limitations, internal proprietary techniquesare usually excluded.
質問 # 201
MULTI-SELECT
Please select 3 of the 5 options below. No partial credit will be given.
What are the roles and responsibilities of deployers of a proprietary model?
正解：C、D、E
解説：
Deployers of proprietary models arenot responsible for design, but they are accountable for how the system performsin their context of use, including ensuring ethical behavior, performance, and legal compliance.
From theAI Governance in Practice Report 2025:
"Deployers of AI systems must take reasonable steps to ensure that systems are used ethically, perform safely, and align with applicable laws and standards." (p. 11-12)
"Operational governance... includes performance monitoring protocols, incident management plans, and regulatory oversight." (p. 12) Thus:
✅A. Ethical testing- Required to mitigate misuse and unintended harms.
❌B. Ethical design- Belongs todevelopers/providers, not deployers.
✅C. Technical performance- Deployers must ensure that AI performs as expected.
❌D. System documentation- This is theprovider'sobligation.
✅E. Regulatory compliance- Deployers must ensure system use complies with applicable laws.
質問 # 202
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AIGP問題集はオンライン版、ソフト版、とPDF版がありますので、とても便利です。AIGP問題集を購入すれば、あなたはいつでもどこでも勉強することができます。AIGP問題集はIT専門家が長年の研究したことです。従って、高品質で、AIGP試験の合格率が高いです。毎年、たくさんの人がAIGP試験に参加し、合格しました。あなたはAIGP問題集を利用すれば、AIGP試験に合格できますよ。もし、将来に、IT専門家になります。
AIGP試験内容: https://www.jpexam.com/AIGP_exam.html
P.S. JpexamがGoogle Driveで共有している無料かつ新しいAIGPダンプ：https://drive.google.com/open?id=1n1AFNb5h3IwEVDbM6Ng3dfqyDLFTd5g5