AI Theory and Primer Questions
Practice questions for AI Theory and Primer topic in Professional Scrum Master - AI Essentials. 50 questions covering this domain.
Which statement best describes the relationship between Machine Learning (ML) and Deep Learning (DL)?
What does the "GPT" in "GPT-4" stand for, and who originally developed the GPT family?
A Scrum Master asks an LLM the same question twice in a row and receives two different answers, one of which contains a fabricated citation. Which two...
Which statement best describes a Large Language Model (LLM)?
Which scenario is the best example of Artificial Narrow Intelligence (ANI)?
What is a "token" in the context of large language models?
A company wants its chatbot to answer HR policy questions that the base LLM has never seen. At query time the system retrieves relevant policy chunks ...
A team trains a model using labeled examples of customer emails categorized as "spam" or "not spam" so it can predict labels for new emails. Which lea...
Which statement best defines Artificial Intelligence (AI)?
A data scientist gives a model a large set of unlabeled customer interactions and asks it to discover natural groupings. Which learning approach is th...
What is the key difference between Artificial General Intelligence (AGI) and Artificial Narrow Intelligence (ANI)?
An AI agent learns to play chess by receiving positive rewards for winning moves and penalties for losing moves. Which learning approach is this?
Which option best describes Generative AI?
A Scrum Team notices that running the same prompt several times produces meaningfully different answers. What property of LLMs explains this?
A Scrum Team needs answers grounded in a constantly changing knowledge base of internal architecture decisions, while also requiring the model to adop...
A Scrum Team is choosing between a small, cheap model and a large, expensive model for a low-risk internal summarization task. What is the most reason...
A company wants its HR chatbot to answer questions using the latest internal HR policy documents without retraining the base model. Which technique fi...
Which AI training approach learns by receiving rewards and penalties as it interacts with an environment, such as learning to play chess?
A bank wants to group customers into segments based on transaction patterns without predefined labels. Which learning approach matches this task?
What does the term token refer to in the context of an LLM?
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