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IAPP Updated AIGP Exam Questions and Answers by zack

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IAPP AIGP Exam Overview :

Exam Name: Artificial Intelligence Governance Professional
Exam Code: AIGP Dumps
Vendor: IAPP Certification: Artificial Intelligence Governance
Questions: 164 Q&A's Shared By: zack
Question 16

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

Options:

A.

The architecture and model selection.

B.

The data labeling and classification.

C.

The data attributes and variability.

D.

The model accuracy and scale.

Discussion
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Question 17

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.

In the design phase, what is the most important step for the healthcare network to take when mapping its existing data to the clinical research partner data?

Options:

A.

Apply privacy-enhancing technologies to the data.

B.

Identify fits and gaps in the combined data.

C.

Ensure the data is labeled and formatted.

D.

Evaluate the country of origin of the data.

Discussion
Question 18

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.

In the design phase, which of the following steps is most important in gathering the data from the clinical research partner?

Options:

A.

Perform a privacy impact assessment.

B.

Combine only anonymized data.

C.

Segregate the data sets.

D.

Review the terms of use.

Discussion
Question 19

What is the term for an algorithm that focuses on making the best choice achieve an immediate objective at a particular step or decision point, based on the available information and without regard for the longer-term best solutions?

Options:

A.

Single-lane.

B.

Optimized.

C.

Efficient.

D.

Greedy.

Discussion
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