Free IAPP AIGP Exam Questions

CASE STUDYA global marketing agency is adapting a large language model ("LLM") to generate content for an upcomingmarketing campaign for a client's new product: a hard hat designed for construction workers of any gender tobetter protect them from head injuries.The marketing agency is accessing the LLM through an application programming interface ("API") developedby a third-party technology company. They want to generate text to be used for targeted advertisingcommunications that highlight the benefits of the hard hat to potential purchasers. Both the marketing agencyand 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 andrights to data.The technology company has also addressed environmental concerns and societal harms.Which of the following results would be considered biased outputs from this AI system EXCEPT?

Scenario:An organization is evaluating different AI models for integration into its internal workflows. Before movingforward with a particular AI solution from a third-party vendor, the governance team needs to assess theethical and operational implications of the model.The most important policy to assess the operations of an AI model is to follow the:

You are the chief privacy officer of a medical research company that would like to collect and use sensitive

data about cancer patients, such as their names, addresses, race and ethnic origin, medical histories, insurance

claims, pharmaceutical prescriptions, eating and drinking habits and physical activity.

The company will use this sensitive data to build an Al algorithm that will spot common attributes that will

help predict if seemingly healthy people are more likely to get cancer. However, the company is unable to

obtain consent from enough patients to sufficiently collect the minimum data to train its model.

Which of the following solutions would most efficiently balance privacy concerns with the lack of available

data during the testing phase?

CASE STUDYA global marketing agency is adapting a large language model ("LLM") to generate content for an upcomingmarketing campaign for a client's new product: a hard hat designed for construction workers of any gender tobetter protect them from head injuries.The marketing agency is accessing the LLM through an application programming interface ("API") developedby a third-party technology company. They want to generate text to be used for targeted advertisingcommunications that highlight the benefits of the hard hat to potential purchasers. Both the marketing agencyand 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 andrights to data.The technology company has also addressed environmental concerns and societal harms.Which of the following results would be considered biased outputs from this AI system EXCEPT?

An AI system's function, the industry and the location in which it operates are important factors in considering which of the following?