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AI Theory and Primer Questions

Practice questions for AI Theory and Primer topic in Professional Scrum Product Owner - AI Essentials. 68 questions covering this domain.

68 questions19 easy34 medium15 hard
Q1
hard

Two Product Owners disagree on whether AI changes the empirical nature of Scrum. Which statement is most consistent with the Scrum Guide and Scrum.org...

Q2
easy

Which term describes the text input a user provides to guide an AI model's response?

Q3
medium

Which scenario best illustrates Artificial Narrow Intelligence (ANI)?

Q4
easy

Which term best describes Artificial Intelligence (AI) as defined in Scrum.org's 20 AI Keywords?

Q5
easy

What does the term Generative AI refer to?

Q6
hard

A PO is asked whether to invest in Fine-tuning, Prompt engineering, or RAG to make an LLM answer accurately about an internal, frequently-updated know...

Q7
easy

What does the term hallucination mean in the context of AI?

Q8
medium

Which statement best describes a Multimodal model?

Q9
easy

What is a Large Language Model (LLM)?

Q10
medium

What is Fine-tuning in the AI context?

Q11
hard

A stakeholder claims that because the team now uses Generative AI, the Product Backlog effectively manages itself and no human ordering is needed. How...

Q12
hard

A Product Owner uses an LLM to draft user research summaries, but answers about last quarter's launch are clearly wrong. The model was trained with a ...

Q13
medium

A Product Owner wants to ground an LLM with the company's current product policies so its answers stay accurate and on-topic. Which AI technique best ...

Q14
medium

What does it mean that an AI model has a knowledge cut-off date?

Q15
medium

Which training approach best matches Supervised Learning?

Q16
medium

Why might the same prompt produce different outputs from a Generative AI model on different attempts?

Q17
medium

What is the difference between training and inference in AI?

Q18
medium

A Product Owner wants the LLM to perform multi-step tasks like 'check the calendar, then draft an email, then schedule a follow-up.' Which category be...

Q19
easy

What is a knowledge cut-off date for an LLM?

Q20
medium

Which learning paradigm best fits training a model from labeled (input, correct-output) pairs?

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