WGU PRACTICAL APPLICATIONS OF PROMPT EXAM STUDY GUIDE 2026
| COMPLETE VERIFIED QUESTIONS & ANSWERS | AI, MACHINE
LEARNING, NLP, PROMPT ENGINEERING, GENERATIVE AI, ETHICS, LLMS
& DATA PROCESSING COMPREHENSIVE REVIEW
1. What is Artificial Intelligence (AI)?
A. A programming language used for websites
B. A database management system
C. A field focused on creating systems capable of performing tasks requiring human
intelligence
D. A tool used only for robotics engineering
✅Correct Answer: C. A field focused on creating systems capable of performing tasks
requiring human intelligence
Rationale:
Artificial Intelligence (AI) refers to computer systems designed to simulate human cognitive
abilities such as learning, reasoning, decision-making, and problem-solving.
A is incorrect because AI is broader than programming languages.
B refers to data management systems.
D is incorrect because AI extends beyond robotics into healthcare, finance, education,
and more.
2. Which statement best describes Narrow AI?
A. AI capable of human-level consciousness
B. AI designed to perform a specific task or limited set of tasks
C. AI capable of independent emotional reasoning
D. AI that can solve every problem humans can solve
✅Correct Answer: B. AI designed to perform a specific task or limited set of tasks
Rationale:
Narrow AI specializes in one function, such as facial recognition, recommendation systems, or
virtual assistants.
A and D describe General AI, which does not yet exist.
, C is incorrect because current AI lacks genuine emotions.
3. What is General AI?
A. AI used exclusively in healthcare
B. A database-driven chatbot
C. A hypothetical AI system with human-level intelligence across many tasks
D. A machine that processes only numerical data
✅Correct Answer: C. A hypothetical AI system with human-level intelligence across many
tasks
Rationale:
General AI refers to a theoretical form of AI capable of performing intellectual tasks similarly to
humans across multiple domains.
A is too limited in scope.
B describes a narrow application.
D ignores broader intelligence capabilities.
4. What are algorithms in artificial intelligence?
A. Emotional responses programmed into robots
B. Physical computer components
C. Visual graphics used in AI interfaces
D. Defined procedures or methods used to train models and process data
✅Correct Answer: D. Defined procedures or methods used to train models and process
data
Rationale:
Algorithms are step-by-step computational procedures enabling AI systems to analyze data,
make predictions, and solve problems.
A incorrectly suggests emotional capability.
B refers to hardware rather than processes.
C describes interface design rather than computation.
, 5. Which statement best defines machine learning?
A. Computers manually programmed for every task
B. A branch of AI that enables systems to improve through experience without explicit
programming
C. Human learning through online classes
D. A robotics-only technology
✅Correct Answer: B. A branch of AI that enables systems to improve through experience
without explicit programming
Rationale:
Machine learning allows computers to recognize patterns and improve performance using data
and experience.
A contradicts machine learning principles.
C refers to human education.
D incorrectly limits machine learning applications.
6. What is an AI model?
A. A type of smartphone application only
B. A visual representation of a robot
C. A computer program designed to make predictions or decisions using input data
D. A social media platform algorithm
✅Correct Answer: C. A computer program designed to make predictions or decisions
using input data
Rationale:
AI models process data to identify patterns, generate outputs, and make predictions or decisions.
A is overly restrictive.
B confuses AI models with graphics/design.
D is only one possible application.
7. Which best describes supervised learning?
| COMPLETE VERIFIED QUESTIONS & ANSWERS | AI, MACHINE
LEARNING, NLP, PROMPT ENGINEERING, GENERATIVE AI, ETHICS, LLMS
& DATA PROCESSING COMPREHENSIVE REVIEW
1. What is Artificial Intelligence (AI)?
A. A programming language used for websites
B. A database management system
C. A field focused on creating systems capable of performing tasks requiring human
intelligence
D. A tool used only for robotics engineering
✅Correct Answer: C. A field focused on creating systems capable of performing tasks
requiring human intelligence
Rationale:
Artificial Intelligence (AI) refers to computer systems designed to simulate human cognitive
abilities such as learning, reasoning, decision-making, and problem-solving.
A is incorrect because AI is broader than programming languages.
B refers to data management systems.
D is incorrect because AI extends beyond robotics into healthcare, finance, education,
and more.
2. Which statement best describes Narrow AI?
A. AI capable of human-level consciousness
B. AI designed to perform a specific task or limited set of tasks
C. AI capable of independent emotional reasoning
D. AI that can solve every problem humans can solve
✅Correct Answer: B. AI designed to perform a specific task or limited set of tasks
Rationale:
Narrow AI specializes in one function, such as facial recognition, recommendation systems, or
virtual assistants.
A and D describe General AI, which does not yet exist.
, C is incorrect because current AI lacks genuine emotions.
3. What is General AI?
A. AI used exclusively in healthcare
B. A database-driven chatbot
C. A hypothetical AI system with human-level intelligence across many tasks
D. A machine that processes only numerical data
✅Correct Answer: C. A hypothetical AI system with human-level intelligence across many
tasks
Rationale:
General AI refers to a theoretical form of AI capable of performing intellectual tasks similarly to
humans across multiple domains.
A is too limited in scope.
B describes a narrow application.
D ignores broader intelligence capabilities.
4. What are algorithms in artificial intelligence?
A. Emotional responses programmed into robots
B. Physical computer components
C. Visual graphics used in AI interfaces
D. Defined procedures or methods used to train models and process data
✅Correct Answer: D. Defined procedures or methods used to train models and process
data
Rationale:
Algorithms are step-by-step computational procedures enabling AI systems to analyze data,
make predictions, and solve problems.
A incorrectly suggests emotional capability.
B refers to hardware rather than processes.
C describes interface design rather than computation.
, 5. Which statement best defines machine learning?
A. Computers manually programmed for every task
B. A branch of AI that enables systems to improve through experience without explicit
programming
C. Human learning through online classes
D. A robotics-only technology
✅Correct Answer: B. A branch of AI that enables systems to improve through experience
without explicit programming
Rationale:
Machine learning allows computers to recognize patterns and improve performance using data
and experience.
A contradicts machine learning principles.
C refers to human education.
D incorrectly limits machine learning applications.
6. What is an AI model?
A. A type of smartphone application only
B. A visual representation of a robot
C. A computer program designed to make predictions or decisions using input data
D. A social media platform algorithm
✅Correct Answer: C. A computer program designed to make predictions or decisions
using input data
Rationale:
AI models process data to identify patterns, generate outputs, and make predictions or decisions.
A is overly restrictive.
B confuses AI models with graphics/design.
D is only one possible application.
7. Which best describes supervised learning?
