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Free Artificial Intelligence Governance Professional Practice Questions

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Total Questions : 215

Start with our free AIGP practice questions, carefully crafted to mirror the domains, phrasing, and difficulty of the real Artificial Intelligence Governance exam. Each AIGP exam question comes with a detailed rationale that explains not just which answer is correct but why the others fall short. That's how concepts stick. Use the free set to benchmark yourself: identify your IAPP weak domains, see where you're losing marks, and build a focused study plan in minutes.

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Question # 1

A company developing and deploying its own AI model would perform all of the following steps to monitor and evaluate the model ' s performance EXCEPT?

Options:

A.  

Publicly disclosing data with forecasts of secondary and downstream harms to stakeholders.

B.  

Setting up automated tools to regularly track the model ' s accuracy, precision and recall rates in real-time.

C.  

Implementing a formal incident response plan to address incidents that may occur during system operation.

D.  

Establishing a regular schedule for human evaluation of the model ' s performance, including qualitative assessments.

Discussion 0
Question # 2

What is the primary purpose of conducting ethical red-teaming on an Al system?

Options:

A.  

To improve the model ' s accuracy.

B.  

To simulate model risk scenarios.

C.  

To identify security vulnerabilities.

D.  

To ensure compliance with applicable law.

Discussion 0
Question # 3

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

Options:

A.  

Organizational accountability.

B.  

Internal governance needs.

C.  

Diversity of data sources.

D.  

Explainability of results.

Discussion 0
Question # 4

CASE STUDY

Please use the following to answer the next question:

A small local flower delivery company operates a few stores and has a limited IT budget. To reduce the time spent on customer service, which is a major drain on employee time, the company plans to implement a simple but high-performance generative AI chatbot on its website. The chatbot will provide real-time, fact-based responses to customer inquiries and assist with order processing, helping to reduce incoming phone calls.

The company currently uses a single on-premises server for its order database and email system and has not yet partnered with a cloud provider.

An internal data privacy policy governs the use of customer data. This policy, written before the adoption of AI, allows the use or transfer of customer data beyond name and contact information but requires that all such data be deleted after the order is completed. The company prefers to maintain this policy without changes.

What deployment option is the simplest, quickest, and most cost-effective option across the various potential AI models for this particular company?

Options:

A.  

On-premises, running on the company ' s existing server.

B.  

Hosting on rented servers via a private cloud.

C.  

Software-as-a-Service (SaaS) accessed via an API.

D.  

Edge computing running on each customer ' s hardware.

Discussion 0
Question # 5

CASE STUDY

Please use the following to answer the next question:

You have recently assumed the role of AI Governance leader for a California-based medical technology company. The organization primarily serves hospitals and has recently expanded to include walk-in clinics located within local pharmacies.

The company ' s core business focuses on diagnostic assistance powered by a large language model LLM and back-office process optimization using Agentic AI, including chatbots, medical record request handling, scheduling and billing.

In preparation for its next round of funding, the board has asked you to prepare an AI Risk report to demonstrate to investors how the company is addressing AI-related risks. In preparing the report you learn that last year the company generated 30 million dollars in gross revenue across the US, EU, India, and South Korea and that vendors are engaged for various activities, including model testing and providing third-party AI solutions for chatbots.

Which of the following best exemplifies human oversight capabilities you should enable under the relevant AI laws?

Options:

A.  

The tool requires a medical doctor to approve a diagnosis before the diagnosis is entered into the patient ' s medical record.

B.  

The tool manual requires that all physicians are required to undergo specific training regarding how to interpret the AI ' s output, and understand its limitations.

C.  

The agentic tool that helps schedule appointments and refill prescriptions leverages Retrieval-Augmented Generation RAG to confirm there are no medication contraindications before refilling.

D.  

The company has established an AI governance team within each of its departments who are specifically required to evaluate the performance metrics, including anomalies, to ensure the AI tool is operating correctly.

Discussion 0
Question # 6

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 stakeholder group is most important in selecting the specific type of algorithm?

Options:

A.  

The cloud provider.

B.  

The consulting firm.

C.  

The healthcare network ' sdata science team.

D.  

The healthcare network ' s Al governance committee.

Discussion 0
Question # 7

Which of the following is NOT required to be included in an AI impact assessment for a narrow AI use case?

Options:

A.  

The AI model ' s potential impact on privacy rights.

B.  

The data sources used for training the AI model.

C.  

The potential bias in the outputs of the AI model.

D.  

The AI model ' s energy consumption during processing.

Discussion 0
Question # 8

Retraining an LLM can be necessary for all of the following reasons EXCEPT?

Options:

A.  

To minimize degradation in prediction accuracy due tochanges in data.

B.  

Adjust the model ' s hyper parameters to a specific use case.

C.  

Account for new interpretations of the same data.

D.  

To ensure interpretability of the model ' s predictions.

Discussion 0
Question # 9

According to the GDPR, an individual has the right to have a human confirm or replace an automated decision unless that automated decision?

Options:

A.  

Is authorized with the data subject s explicit consent.

B.  

Is authorized by applicable Ell law and includes suitable safeguards.

C.  

Is deemed to solely benefit the individual and includes documented legitimate interests.

D.  

Is necessary for entering into or performing under a contract between the data subject and data controller.

Discussion 0
Question # 10

CASE STUDY

A company is considering the procurement of an AI system designed to enhance the security of IT infrastructure. The AI system analyzes how users type on their laptops, including typing speed, rhythm and pressure, to create a unique user profile. This data is then used to authenticate users and ensure that only authorized personnel can access sensitive resources.

When prioritizing the updates to its policies, rules and procedures to include the new AI system for user authentication, the organization should:

Options:

A.  

Update third-party data sharing policies

B.  

Update security controls for sensitive data

C.  

Ensure that any personal data used is only processed for a specific and lawful purpose

D.  

Reduce the complexity of the policy to make it easier for non-technical employees to understand

Discussion 0

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