Artificial Intelligence Governance Changed AIGP Questions

Machine learning (ML) is a subset of artificial intelligence (AI) where systems use data to learn and improve over time without being explicitly programmed. Option B accurately describes machine learning by stating that systems can automatically improve from experience through predictive patterns. This aligns with the fundamental concept of ML where algorithms analyze data, recognize patterns, and make decisions with minimal human intervention. Reference: AIGP BODY OF KNOWLEDGE, which covers the basics of AI and machine learning concepts.

GPUs (Graphical Processing Units) are well-suited to running AI applications due to their ability to run many tasks concurrently, which significantly enhances processing speed. This parallel processing capability makes GPUs ideal for handling the large-scale computations required in AI and deep learning tasks. Reference: AIGP BODY OF KNOWLEDGE, which explains the importance of compute infrastructure in AI applications​​.

The correct answer is D. GPS location data is not biometric data—it is considered geolocation data, which is personal data but not biometric under most U.S. laws.

From the AIGP ILT Guide (Data Privacy Module):

“Biometric data includes measurable biological or behavioral characteristics such as iris scans, facial recognition, voice prints, and keystroke patterns when used for identification.”

AI Governance in Practice Report 2024 (Privacy and Data Protection section):

“Location data, while sensitive, is not considered biometric unless it’s tied to a uniquely identifying biological trait.”

Thus, GPS location data, while potentially sensitive, is not classified as biometric.

The correct answer is C. Registration in the EU database is an obligation of providers of high-risk AI systems—not distributors.

From the AIGP ILT Guide – Roles & Obligations Module:

“Distributors must verify CE marking, ensure instructions for use are provided, inform authorities of risks, and take corrective action when necessary. However, registration duties in the EU database lie with the provider.”

Also from the AI Governance in Practice Report 2024:

“The AI Act differentiates responsibilities for developers, providers, importers, and distributors. Only providers of high-risk systems are obligated to register their systems in the EU AI Database.”

Distributors focus on verification and communication, not formal registration.