100% Free IAPP AIGP Practice Test Questions and Answers 2026

CASE STUDY Please use the following answer the next question: A mid-size US healthcare network has decided to develop an Al solution to detect a type of cancer that is most likely arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records a radiologist for secondary review pursuant Agreed-upon criteria (e.g., a confidence score below a threshold). To date, the healthcare network has taken the following steps: defined its Al ethical principles: conducted discovery to identify the intended uses and success criteria for the system: established an Al governance committee; assembled a broad, crossfunctional team with clear roles and responsibilities; and created policies and procedures to document standards, workflows, timelines and risk thresholds during the project. The healthcare network intends to retain a cloud provider to host the solution and a consulting firm to help develop the algorithm using the healthcare network's existing data and de-identified data that is licensed from a large US clinical research partner. Which of the following steps can best mitigate the possibility of discrimination prior to training and testing the Al solution?

Random forest algorithms are in what type of machine learning model? 

According to the EU Al Act, providers of what kind of machine learning systems will be required to register with an EU oversight agency before placing their systems in the EU market?

A company plans on procuring a tool from an Al provider for its employees to use for certain business purposes. Which contractual provision would best protect the company's intellectual property in the tool, including training and testing data?

CASE STUDYPlease use the following answer the next question:A mid-size US healthcare network has decided to develop an Al solution to detect a type of cancer that is mostlikely arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that willperform an initial review of all imaging and then route records a radiologist for secondary review pursuantagreed-upon criteria (e.g., a confidence score below a threshold).To date, the healthcare network has taken the following steps: defined its Al ethical principles: conducteddiscovery to identify the intended uses and success criteria for the system: established an Al governance committee; assembled a broad, crossfunctional team with clear roles and responsibilities; and created policiesand procedures to document standards, workflows, timelines and risk thresholds during the project.The healthcare network intends to retain a cloud provider to host the solution and a consulting firm to helpdevelop the algorithm using the healthcare network's existing data and de-identified data that is licensed froma large US clinical research partner.In the design phase, which of the following steps is most important in gathering the data from the clinicalresearch partner?