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IAPP AIGP Exam Questions
Artificial Intelligence Governance Professional (Page 2 )

Updated On: 14-Mar-2026
Page 2 of 40
PDF with 192 Questions

Machine learning is best described as a type of algorithm by which?

  1. Systems can mimic human intelligence with the goal of performing routine tasks.
  2. Systems can automatically improve from experience through predictive patterns.
  3. Statistical inferences are drawn from a sample with the goal of predicting human intelligence.
  4. Previously unknown properties are discovered in data and used to predict and make improvements in the data.

Answer(s): B

Explanation:

Machine learning is defined as systems that automatically improve their performance through experience by identifying predictive patterns in data.



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

  1. Symbolic.
  2. Generative.
  3. Discriminative.
  4. Natural language processing.

Answer(s): C

Explanation:

Random forest algorithms are discriminative models because they focus on modeling the decision boundary between classes to classify input data.



A company developed AI technology that can analyze text, video, images and sound to tag content, including the names of animals, humans and objects.

What type of AI is this technology classified as?

  1. Deductive inference.
  2. Multi-modal model.
  3. Transformative AI.
  4. Expert system.

Answer(s): B

Explanation:

This AI processes multiple types of data (text, video, images, sound) simultaneously, which classifies it as a multi-modal model.



If it is possible to provide a rationale for a specific output of an AI system, that system can best be described as:

  1. Accountable.
  2. Transparent.
  3. Explainable.
  4. Reliable.

Answer(s): C

Explanation:

An AI system that can provide a rationale for its specific outputs is considered explainable because it offers understandable reasons for its decisions.



CASE STUDY
Please use the following to answer the next question:

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:

  1. Update third-party data sharing policies.
  2. Update security controls for sensitive data.
  3. Ensure that any personal data used is only processed for a specific and lawful purpose.
  4. Reduce the complexity of the policy to make it easier for non-technical employees to understand.

Answer(s): C

Explanation:

Since the AI system processes personal behavioral data (typing patterns) for authentication, the organization must ensure that this personal data is processed only for specific and lawful purposes, aligning with data protection principles.



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