Free IAPP AIGP Exam Questions

An AI start-up is developing a system for automated loan approvals. The team wants to minimize risks of bias and regulatory non-compliance. They have already identified potential stakeholders, including regulators and consumer groups. What is the most appropriate sequence of next steps?

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?

The benefit of having a clear process for handling AI-related incidents is that it reduces? 

All of the following are included within the scope of post-deployment Al maintenance EXCEPT? 

What is the technique to remove the effects of improperly used data from an ML system?